

\section{First lecture on Koszul duality, July 3}
  
\subsection{Autoduality for category $\mathcal O$}
\begin{Bemerkungl}   Let $(\mathfrak g\supset\mathfrak h, R^+)$ be a
  semisimple
   complex Lie algebra with a Cartan and
  a system  of positive roots. We recall category $\mathcal O$.
  It contains the Verma modules $\Delta(\lambda)$, their simple
  quotients $\op{L}(\lambda)$ and their $\mathcal O$-projective covers
   $\op{P}(\lambda)$. 
\end{Bemerkungl}
  \begin{Bemerkungl}
    Let $Z\pdef{\op{Z}}(\op{U}(\mathfrak g))$ be the center of the
    enveloping algebra. 
 Denote by $Z^+\pdef \op{Ann}_Z\DC$ the annihilator of the trivial
  onedimensional representation. The full subcategory $$\mathcal O_0\pdef \{M\in \mathcal O\mid
  \exists n \text{ such that }(Z^+)^n M=0\}$$
  is called the {\bf principal block of category $\mathcal O$}.
  Its simple objects are the ${\op{L}}(x\cdot 0)$ for $x\in W$.
  We abbreviate ${\op{L}}(x\cdot 0), \Delta(x\cdot 0), {\op{P}}(x\cdot 0)$ as
   $L^x, \Delta^x, P^x$. 
\end{Bemerkungl}
  \begin{Theorem}[\textbf{Autoduality isomorphism for $\mathcal O_0$}]
   Given $(\mathfrak g\supset\mathfrak h, R^+)$ a
  semisimple complex Lie algebra with a Cartan and
  a system of positive roots there is an isomorphism of $\DC$-ringalgebras\label{SDO} 
  $$\textstyle \op{End}_{\mathcal O_0}(\bigoplus_{x\in W}{\op{P}}^x)
  \sira \op{Ext}_{\mathcal O_0}^*(\bigoplus_{x\in W}{\op{L}}^x,\bigoplus_{x\in W}{\op{L}}^x)$$
\end{Theorem}
  \begin{Bemerkungl} This was conjectured  in \cite{BGi} and proven  in
    \cite{So-A}. Both sides are of finite dimension over $\DC$.  
  \end{Bemerkungl}

 
  \begin{Bemerkungl}[\textbf{Images of projectors}] 
    Denote by $1_x$ the projektors onto the summands.
    Our autoduality isomorphism has the additional property
    $1_x\mapsto 1_{xw_0}$
    for $w_0$ the longest element of the Weyl group. It will turn out helpful
    to introduce the notation $P_x\pdef P^{xw_0}$. Then we get an isomorphism
     $$\textstyle \op{End}_{\mathcal O_0}(\bigoplus_{x\in W}{\op{P}}_x)
    \sira
    \op{Ext}_{\mathcal O_0}^*(\bigoplus_{x\in W}{\op{L}}^x,
    \bigoplus_{x\in W}{\op{L}}^x)$$
    with $1_x\mapsto 1_x$
    for the obvious 
    projectors on both sides. 
  \end{Bemerkungl}
  
  \begin{Proposition}[\textbf{Abelian category as category of modules}]
    Let $\mathcal A$ be an abelian category,
    in which every object has finite length.  Assume there exists
    a projective
    objekt $P\in \mathcal A$ surjecting on every simple object.
    Then we have an  equivalence of 
    categories\label{AKM} 
    $$\op{Hom}_{\mathcal A}(P, \;): \mathcal A \sirra \op{Modfl-}\op{End}_{\mathcal A}(P)$$
  \end{Proposition}


  \begin{Bemerkungw} For  $A\pdef \op{End}_{\mathcal O_0}(\bigoplus_{x\in W}{\op{P}}_x)$ we get an equivalence of categories 
    $\mathcal O_0\sirra \op{Modfl-}A$. Together with the
    autoduality isomorphism \ref{SDO} 
    we get an equivalence of categories\label{AKO} 
    $$\mathcal O_0\sirra \op{Modfl-}\op{Ext}_{\mathcal O_0}^*(L,L)$$
    with the abbreviation $L\pdef \bigoplus_{x\in W}{\op{L}}^x$. This
    equivalence is our starting point
    to formulate a conjecture on
    \glqq Koszul-duality for real reductive groups\grqq. 
  \end{Bemerkungw}

  \begin{Bemerkungl}[\textbf{Rewriting the autoduality isomorphism}]
    We choose an  autoduality isomorphism
    $A\sira \op{Ext}_{\mathcal O_0}^*(L,L)$ as in \ref{SDO}
    and give $A$ the induced grading $A=\bigoplus_{n\geq 0} A^n$.
    We thus have $A^0=A/A^{>0}=\bigoplus \DC 1_x$ and this is the direct
    sum of all simple $A$-modules, up to 
    isomorphism. Thus we have $L\mapsto A^0$ under our equivalence,
    in formulas  
    $$\begin{array}{ccc}
      \mathcal O_0&\sirra& \op{Modfl-}A\\
      L&\mapsto &A^0
    \end{array}
$$
    Thus our  equivalence of abelian categories leads to an isomorphism\label{vDs} 
    $\op{Ext}^*(L,L)\sira \op{Ext}_{-A}(A^0,A^0)$ and the
   autoduality isomorphism leads to an isomorphism of   graded rings 
    $$A\sira \op{Ext}_{-A}^*(A^0,A^0)$$
   Recall we have $1_x\mapsto 1_{xw_0}$ for this isomorphism. 
  \end{Bemerkungl}






  
  \subsubsection*{Exercises}
 \begin{Ubungex} Just once check the case of $\mathfrak{sl}_2$. Recall
    how $\mathcal O_0$ is equivalent in this case to finite dimensional
    representations of
    a quiver with two dots, two arrows going back and forth between them
    and ane relation, namely composing the two arrows in on way is zero.
    The functor maps an object $M\in \mathcal O_0$ to the pair of vector spaces
    $M_{-\alpha}, M_0$ with arrows given by $E$ and $F$ from the Lie algebra.
  \end{Ubungex}
      
  
\subsection{Koszul duality for Koszul rings}
\begin{Bemerkungl} 
  Given a vector space $V$
  of finite dimension $\op{dim}_kV=n<\infty$  over a field $k$ the {\bf Koszul complex} is an exact complex
  $$ \textstyle\bigwedge^n V \otimes {\op{S}}V\hra \bigwedge^{n-1} V \otimes {\op{S}}V
  \ra \ldots \ra  V \otimes {\op{S}}V\ra {\op{S}}V \sra k$$
  We may see it as a projective resolution $P^{-n}\hra P^{-n+1}\ldots\ra P^{-1}\ra P^0\sra k$ of the augmentation module
  $k={\op{S}}^0V$ in the category of right ${\op{S}}V$-modules.
  It gives isomorphisms
  $(\bigwedge^i V)^*\sira \op{Ext}^i_{{\op{S}}V}(k,k)$. 
\end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Ext Algebra}]
  To compute the Ext algebra with its Yoneda product, we
  consider the partial evaluations 
  $(\bigwedge^i V^*)\otimes \bigwedge^j V \ra \bigwedge^{j-i} V$ with
  negative wedges understood to be zero. They give us maps
  $(\bigwedge^i V^*)\ra \op{Hom}_{ {\op{S}}V}(P,P[i])$ and even isomorphisms
  $(\bigwedge^i V^*)\sira \op{Hot}_{ {\op{S}}V}(P,P[i])$ and we see these
  fit together to an isomorphism of $\DZ$-graded algebras\label{KdKr} 
  $$\textstyle\bigwedge V^*\sira \bigoplus_i \op{Ext}^i_{ {\op{S}}V}(k,k)$$
  \end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Reinterpretation of the Koszul complex}]
  Now let us view the Koszul complex as a bigraded vector space in the
  positive quadrant
  with components $\bigwedge^iV\otimes {\op{S}}^jV$ and with a differential of
  bidegree $(-1,1)$, whose cohomology is concentrated in the
  bidegree $(0,0)$. By summing along the verticals we obtain our
  projective resolution of the ${\op{S}}V$-module $k$ above. 
  By rather summing along the horizontals and adding $k$ up front
  we obtain on the other hand
  an exact  complex of $\bigwedge V^*$-modules
  $$\textstyle k\hra \bigwedge V\otimes {\op{S}}^0V \ra \bigwedge V\otimes {\op{S}}^1V\ra \bigwedge V\otimes {\op{S}}^2V\ra\ldots$$
  This can be seen as an injective resolution $k\hra I^0\ra I^1\ra\ldots$
  of the augmentation module $k$ of $\bigwedge V^*$ leading 
  in the same way as above to an algebra isomorphism\label{rKc} 
  $$\textstyle{\op{S}}V\sira \bigoplus_j \op{Ext}^j_{ \bigwedge V^*}(k,k)$$
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Ext-Algebra of an $\DN$-graded ring and examples}]
  Given any $\DN$-graded ring $B$ we denote by $E(B)$ the $\DN$-graded ring
  $$E(B)\pdef \op{Ext}^*_{B}(B^0, B^0)$$
  For any finite dimensional vector space $V$ over a field $k$ we constructed
  what in this notation are isomorphisms 
  $E( {\op{S}}V)\sira \bigwedge V^*$ and $E( \bigwedge V^*)\sira  {\op{S}}V$ in
  \ref{KdKr} and \ref{rKc}. 
 For the $\DN$-graded ring $A$, whose finite length right modules are equivalent to
  $\mathcal O_0$, we find by \ref{vDs}
 $$E(A^{\op{opp}})\cong A$$
\end{Bemerkungl}

\begin{Bemerkungwex}
  The common framework which can accomodate
  all these examples is the theory of {\bf Koszul rings}.
  The case of the symmetric algebra discussed here is the archetypical example of a Koszul ring and its dual, the case of the ring $A$ describing the principal block $\mathcal O_0$ of category $\mathcal O$ as right $A$-modules being a most surprising example of a Koszul
  ring isomorphic to its own opposed dual or as we say
  an {\bf autodual Koszul ring}. 
\end{Bemerkungwex}

\begin{Definition} A nonnegatively graded ring $B$ is
  called {\bf Koszul}, if $B^0$ is semisimple and in the abelian  category
  $B\op{-Mod}^\DZ$ of $\DZ$-graded $B$-modules we have\label{KOz} 
  $$\op{Ext}^i(B^0, B^0\langle -j\rangle)=0\;\; \text{
    unless }i=j.$$
  Here $\langle j\rangle$ means an internal, non-homological
  grading shift normalized so that $B^0\langle -j\rangle$ is concentrated in
  the internal degree $j$. 
\end{Definition}
\begin{Beispielex}
  The symmetric algebra and the exterior algebra over a finite
  dimensional vector space are Koszul rings by what we saw already. 
\end{Beispielex}
\begin{Bemerkungl} In fact, we only need the case 
  $B^0$ is a finite product of copies of $\DC$.
\end{Bemerkungl}



\begin{Theorem}[\textbf{Koszul duality \cite{BGSo}}] Let $B$ be a Koszul ring and
  assume it is finitely generated as a $B^0$-module from the left
  as well as from the right. Assume in addition $E=E(B)\pdef \op{Ext}^*_{B}(B^0, B^0)$
  is right noetherian. Then there exists an equivalence of triangulated
  categories\label{koDU} 
  $$\op{Der}^{\op{b}}(B\op{-Modfg}^\DZ)\sirra \op{Der}^{\op{b}}(\op{Modfg^\DZ-}E)$$
\end{Theorem}
\begin{proof}
  Needs some theory, will de done in \ref{pfKO}.
  We there give  the proof under the additional assumptions
  $B^0$ is a finite product of
  copies of a field and $E$ is of finite homological dimension.
\end{proof}




\begin{Korollar}[\textbf{Koszul duality for the symmetric algebra}] Let $V$
  be a finite dimensional vector space.
  Then there exists an equivalence of triangulated
  categories
  $$\textstyle \op{Der}^{\op{b}}({\op{S}}V\op{-Modfg}^\DZ)\sirra \op{Der}^{\op{b}}(\bigwedge V^*\op{-Modfg}^\DZ)$$
\end{Korollar}
\begin{Bemerkungl} In algebraic geometry this is quite helpful. In fact,
  the quotient category ${\op{S}}V\op{-Modfg}^\DZ/\{\text{finite dimensional graded modules}\}$ is the category of coherent $\mathcal O$-modules
  on the projective space $\mathbb P V^*$. %\nichtfinal{Pr"azisieren!} 
\end{Bemerkungl}

\begin{Bemerkungl} There are funny things on Koszul duality \cite{BGSo} I will not
  discuss in any detail. If $B$ is a \glqq left finite\grqq\ Koszul ring,
  meaning all $B^i$ are finitely generated left $B^0$-modules, then the
  same is true for $E(B)$ and $E(E(B))=B$ canonically.
  Koszul rings are always quadratic and for a left finite Koszul ring
  the Koszul dual
  is the opposed ring of the quadratic dual $E^{\op{opp}}=B^!$.  
\end{Bemerkungl}
\subsection{Numerical Koszulity criterion} 

\begin{Bemerkungl}[\textbf{Numerical evidence for Koszulity}]
  Suppose we have a field $k$ and a 
  $\DN$-graded $k$-ringalgebra $B=\bigoplus_{i\geq 0} B^i$ with $B^0=k$
  such that all $B^i$ are finite dimensional. Suppose $B$ is Koszul.
  A minimal projective
  resolution of $B^0=k$ will take the form
  $$\ldots \ra B\otimes_k V^2\ra B\otimes_k V^1\ra B\otimes_k V^0\sra k$$
  with  all $V^j$ finite dimensional vector spaces over
  $k$ put in degree $j$ and isomorphisms  $\op{Ext}^j_B(B^0,B^0)\cong (V^j)^*$.
  The alternating sum of dimensions in the homogeneous parts of this complex
  leads to 
  $$\begin{array}{lll}\delta_{n,0}&=&\sum_{i+j=n}(-1)^j(\op{dim}B^i)(\op{dim}V^j)
  \\&=&\sum_{i+j=n}(-1)^j(\op{dim}B^i)(\op{dim}\op{Ext}^j_B(B^0,B^0))
  \end{array}
  $$
  We abbreviate $E=E(B)=\op{Ext}^*_B(B^0,B^0)$ and can rewrite this as
  an equation of generating functions  $$1=
  \left(\sum_{j}(\op{dim}B^j)t^j\right)\left(\sum_{i}(\op{dim}E^i)(-t)^i\right)={\op{P}}_B(t){\op{P}}_E(-t)$$
  with the so-called {\bf Poincar\'e series}  of our $\DN$-graded algebras
  defined by the big
  brackets. The was half the proof of
  the following theorem. 
\end{Bemerkungl}
\begin{Theorem}[\textbf{Numerical Koszulity criterion}]
  Suppose given a field $k$ and an 
  $\DN$-graded $k$-ringalgebra $B=\bigoplus_{i\geq 0} B^i$ with $B^0=k$
  and all $B^i$ finite dimensional.
  Then $B$ is Koszul if and only if we have
  $${\op{P}}_B(t){\op{P}}_E(-t)=1$$ 
\end{Theorem}
\begin{proof} One implication was proven already. The other implication is proven by turning the argumentation around. Details can be found in \cite{BGSo}.
\end{proof}


\begin{Bemerkungl}[\textbf{Numerical evidence for Koszulity, variant}]
  Now let us assume $k=B^0=E^0=F 1_x\oplus \ldots\oplus F 1_y$
  is no longer a field but rather a finite product of
  copies of a field $F$ for $1_x,\ldots ,1_y$ pairwise orthogonal idempotents
  indexed by a finite set $W$. We  ask $F$ to act the same from the left
  and the right and $B$ is Koszul with finite dimensional homogeneous
  components. Then everything remains true,
  but the equation reads  now  
 $$\delta_{x,z}\delta_{n,0}=\sum_{i+j=n,\; y\in W}(-1)^j(\op{dim} 1_xB^i1_y)(\op{dim}_\DC1_zE^j1_y)$$
 (remark $(1_yV^j1_z)^*=1_zE^j 1_y$) or put as an equation of generating functions,
 which are now
  $(W\times W)$-matrices with entries $\sum (\op{dim}_\DC1_xB^i1_y)t^i$ for ${\op{P}}_B$ and analogous for ${\op{P}}_E$, we get the identity matrix as
  the product\label{nEkd} 
  $${\op{P}}_B(t) {\op{P}}_E(-t)^\top =\op{I}$$
\end{Bemerkungl}
\begin{Theorem}[\textbf{Numerical Koszulity criterion, variant}]
  Suppose given a field $F$ and an 
  $\DN$-graded $F$-ringalgebra $B=\bigoplus_{i\geq 0} B^i$ with $B^0=F 1_x\oplus \ldots\oplus F 1_y$
  and all $B^i$ finite dimensional.
  Then $B$ is Koszul if and only if we have\label{ncKv} 
  $${\op{P}}_B(t){\op{P}}_E(-t)^\top=\op{I}$$ 
\end{Theorem}
\begin{proof} One implication was proven already. The other implication is proven by turning the argumentation around. Details can be found in \cite{BGSo}.
\end{proof}

\begin{Bemerkungl}[\textbf{Motivation of Koszul duality by inversion formulas}]
  Knowing BGG-reciprocity, the KL-conjectures compute $\op{dim}1_xA1_y$
  for $A$ describing $\mathcal O_0$. Knowing more geometry, they also
  compute $\op{dim}1_xE(A)1_y$. Then the inversion formulas for
  KL-polynomials then show the numerical Koszulity criterion at $t=1$.
  This was a central motivation for Beilinson and Ginzburg.
\end{Bemerkungl}
\begin{Ubungex}
  Check the claims for $\mathfrak{sl}_2$. Here the Ext-Algebra was computed
  by hand already. 
\end{Ubungex}


\newpage
\section{Second  lecture on Koszul duality, July 5}
\subsection{Equivariant cohomology}
\begin{Bemerkungl}[\textbf{Prerequisites}]
  To develop the equivariant version of sheaf cohomology,
  we need in addition to  sheaf cohomology itself only two things:
  \begin{description}
    \item[Contractible pullback:] Pulling back along a fibre bundle with contractible fibre 
      induces isomorphisms on sheaf cohomology. So in formulas, if
      $\pi:X\ra Y$ is a continous map of topological spaces and there
      is a contractible space $F$ such that $Y$ can be
      covered by open subsets $U\co Y$ with the property
      that there exist homeomorphisms
      $h:U\times F\sira \pi^{-1}U$ with $\pi h=\op{pr}_U$, then
      $\pi^*:{\op{H}}^q(X;M)\sira {\op{H}}^q(Y;M)$
      for any abelian group $M$.
    \item[Contractible free space:] 
      For any topological group $G$ there exists a
      contractible free $G$-space
      ${\op{E}}G$, i.e.\ a contractible $G$-space ${\op{E}}G$
      such that $\pi: {\op{E}}G\ra {\op{E}}G/G$
      is a fibre bundle with fibre $G$.
      In more detail we might call this property \glqq topologically free\grqq,
      but we abbreviate to free in this class.
      We can obtain such a thing by a constuction of Milnor.
      Every continous group homomorphism $\phi:G\ra H$ then even induces
  an equivariant continous map $\phi:{\op{E}}G\ra {\op{E}}H$.
  \end{description}
\end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Equivariant cohomology}]
  With these prerequisites, the general  theory can
  be considered an exercise. 
\begin{enumerate}
\item
  Product of two $G$-spaces is free if one of the factors is.
\item
  Put ${\op{H}}^q_G(X)\pdef {\op{H}}^q_G({\op{E}}G\times_{/G} X)$.
  Discuss why the choice of the  free
  contractible $G$-space ${\op{E}}G$ is irrelevant.
\item \textbf{Trivial group acting:}
  For $G=1$ get $\op{pr}^*:{\op{H}}^q(X)\sira
  {\op{H}}^q({\op{E}}1\times_{/1}X)={\op{H}}_1^q(X)$. Omit the $1$. 
\item \textbf{Equivariant pullback:}
  Get for $(\phi\acts f):G\acts X\ra H\acts Y$ a pullback
  $(\phi\acts f)^*:{\op{H}}^q_H(Y)\ra {\op{H}}^q_G(X)$.
\item\textbf{Cup product:}
  We should define \glqq equivariant multipullback\grqq\ 
  for  families $(\phi_\rho\acts f_\rho):G\acts X\ra H_\rho\acts Y_\rho$ of equivariant maps indexed by 
  $1\leq \rho\leq r$ with any $r\geq 0$ as multilinear maps
  $${\op{H}}^{q_1}_{H_1}(Y_1)\times \ldots \times{\op{H}}^{q_r}_{H_r}(Y_r)
  \ra {\op{H}}^q_G(X)$$ with $q=q_1+\ldots +q_r$, but since we even
  didn't do this carefully in the nonequivariant situation, I cannot and
  will not dwelve
  into this. This encodes the cup product, which may be seen as
  multipullback along
  twice the identity, and its compatibilities. 
\item
\textbf{Free quotient isomorphism:}  If $G$ acts freely on $X$ we have
$$(1\acts q)^*:{\op{H}}_1^q(X/G)\sira {\op{H}}^q_G(X)$$  By the
rule for the trivial group acting, we have ${\op{H}}_1^q(X/G)={\op{H}}^q(X/G)$.
\item
  For $G=\DZ$ can take $E=\DR$ with translation action.
  So we get $${\op{H}}^q_\DZ(\op{top})={\op{H}}^q(\DR\times_{/\DZ}\op{top})
  ={\op{H}}^q(S^1)$$
\item
  Given a principal $G$-bundle $\pi: X\ra Y$ alias 
   a free $G$-space $X$ with projection $\pi:X/G\sira Y$ 
  we get homomorphisms of abelian groups 
  $${\op{H}}^q_G(\op{top})\ra {\op{H}}^q_G(X)\sila  {\op{H}}^q(X/G)\sila {\op{H}}^q(Y)$$
  This homomorphism $C_X:{\op{H}}^q_G(\op{top})\ra {\op{H}}^q(Y)$
  is called the {\bf characteristic homomorphism} of $X$, the images of
  distinguished elements of ${\op{H}}^q_G(\op{top})$ are called
  {\bf characteristic classes}.
\item
  For $G=\DC^\times$ we may take $E=\DC^\infty\backslash 0$ and
  get $${\op{H}}^q_{\DC^\times}(\op{top})
  ={\op{H}}^q((\DC^\infty\backslash 0)\times_{/\DC^\times}\op{top})
  ={\op{H}}^q(\mathbb P^\infty\DC)$$ This is
  a polynomial ring $\DZ[t]$ with $t\in {\op{H}}^2(\mathbb P^\infty\DC)$.
  The image of $t$ under the characteristic homomorphism of a
  principal $\DC^\times$-bundle is called its {\bf first Chern class}.
  If we have a complex line bundle instead and want its Chern class,
  we first remove its zero
  section to get a principal  $\DC^\times$-bundle.
\item
  Maybe as true exercises:\begin{enumerate}
  \item {\textbf{Equivariant contractible pullback isomorphism:}} Given $f:X\ra Y$ a $G$-equivariant map, which is
    a fibration with contractible fibres, pull-back gives
    isomorphisms
    ${\op{H}}^q_G(Y)\sira {\op{H}}^q_G(X)$.
    \item If $G$ is contractible,
  ${\op{H}}^q(X)={\op{H}}_1^q(X)\sira {\op{H}}_G^q(X)$ under pullback.
  \item  {\textbf{Ignoring contractible nonacting normal subgroups:}} If $N\subset G$ is a contractible normal subgroup
  acting freely on $G$ and $X$ is a $G/N$-space,
  ${\op{H}}^q_{G/N}(X)\sira {\op{H}}_G^q(X)$ under pullback. This generalizes
  the preceding point.
\item  {\textbf{Generalized free quotient isomorphism:}} If
  If $K\subset G$ is a normal subgroup
  acting freely on $G$ and $X$, then we have 
  ${\op{H}}^q_{G/K}(X/K)\sira {\op{H}}_G^q(X)$ under pullback.
 \item  {\textbf{Induction isomorphism:}}  If $G\subset H$ is a  subgroup
  acting freely on $H$, 
  ${\op{H}}^q_{H}(H/G)\sira {\op{H}}_G^q(\op{top})$ under pullback
  and even 
  ${\op{H}}^q_{H}(H\times_{/G}X)\sira {\op{H}}_G^q(X)$ for any $G$-space $X$.
\item   {\textbf{Restricting to subgroups with contractible quotient:}} If
  If $K\subset G$ is a  subgroup
  acting freely on $G$ such that $G/K$ is contractible, then we have 
  ${\op{H}}^q_{G}(X)\sira {\op{H}}_K^q(X)$ under pullback.
  \end{enumerate}
\end{enumerate}
\end{Bemerkungl}
\subsection{Equivariant de-Rham complex}
\begin{Bemerkungl}
  I hope to have convinced everyone that the general theory is sort of easy.
  More serious
  is the problem to actually calculate examples
  beyond $S^1$ and $\DZ$, say describe
  $${\op{H}}_G^q(\op{top})$$ for $G$ a Lie group.
  At least for real coefficients and $G$ connected this
  can be done by an equivariant version of the de-Rham complex
  due to Cartan. For $G$ discrete on the other hand,  ${\op{H}}_G^q(\op{top})$
  is called {\bf group cohomology} and is a whole business in itself.
  For $G$ a Galois group with its Krull topology, we get what is called
  {\bf Galois cohomology} and again this is a whole business in itself.
  This is mostly considered for discrete-continous
  representations of the Galois group
  in question and will turn out a special case of equivariant cohomology with
  coefficients in an equivariant sheaf, we will be getting there.
\end{Bemerkungl}

\begin{Bemerkungl}
\begin{enumerate}
\item
  In the same way sheaf cohomology with $\DR$-coefficients
  of a smooth paracompact
  manifold can be calculated
  by the de-Rham complex, equivariant cohommology
  with $\DR$-coefficients  of a smooth paracompact
  manifold $X$ acted upon by a connected compact Lie group $G$ can be calculated
  be the so-called equivariant de-Rham complex.
\item
  This complex is 
  $$\Omega^*(G{\ssearrow}X)\pdef\big(\Omega^*(X)\otimes_\DR \mathcal O^{\op{db}}_\DR(\mathfrak g)\big)^G$$
  Here $\mathcal O^{\op{db}}_\DR(\mathfrak g)\subset \op{Ens}(\mathfrak g,\DR)$
  denotes the sub-$\DR$-ringalgebra generated by the linear maps
  $\mathfrak g\ra \DR$ and graded in a way these linear maps have degree two,
  thus doubling the usual grading.
\item
   As differential on $\Omega^*(G{\ssearrow}X)$ we take 
  $$\diff_G(\omega\otimes f)\pdef (\diff\omega)\otimes f -
  \sum_{\rho} i_{\xi_\rho}\omega \otimes \xi_\rho^\top f$$
 for $\xi_1,\ldots,\xi_r$
  a basis of $\mathfrak g$ and $\xi_\rho^\top$
 the corresponding dual basis alias 
 coordinate on  $\mathfrak g$.
 Furthermore we let $\xi=\xi^X$ denote the vector field of
 the infinitesimal action of $\xi$ %nach \ref{VFoU}
 and  $i_\xi\omega$ the partial insertion.% \ref{ixi}.
 This in the later summands lowers the degree
 of $\omega$ by one but increases the degree  of the function
 by two, since we use the doubled grading, so indeed our
 differential gets the total degree up by one. 
\item
  The complex is easily seen to be functorial in $G\acts X$.
  The equivariant de-Rham theorem gives us for
  a compact connected  Lie group $K$ and a smooth paracompact $K$-manifold $X$
  a natural isomorphism
  $$\mathcal H^q\Omega^*(K\acts X)\sira {\op{H}}_K^q(X;\DR)$$
\item  The most difficult part  in proving the comparision isomorphism
  is to show that for a smooth principal $G$-bundle $P\ra X$ pulling back forms gives
  isomorphisms $$\mathcal H^q\Omega^*(1\acts X)\sira \mathcal H^q\Omega^*(P\acts E)$$ I will
  not write out  this proof here.
\item
  For a connected compact Lie group $K$  acting on the
  one-point manifold we get in particular 
  isomorphisms $${\op{H}}^*_K(\op{top};\DR)\sira \mathcal O^{\op{db}}_\DR(\op{Lie}K)^K$$
  with the doubled grading on the right, so ${\op{H}}^q_K(\op{top};\DR)=0$ for $q$ odd.
  We call this graded $\DR$-ringalgebra sometimes $\mathcal A_K$. 
\item
  For example we find an isomorphism ${\op{H}}^*_{S^1}(\op{top};\DR)\sira
  \DR[t]$ with $\op{deg}t=2$. Pulling back by the
  surjection with contractible kernel $\DC^\times\sra S^1$ we get an
  isomorphism ${\op{H}}^*_{S^1}(\op{top};\DR)\sira {\op{H}}^*_{\DC^\times}(\op{top};\DR)$ and this fits with what we found before.
\item
  For a homogeneous space $K/T$ we recall
  ${\op{H}}^*_{T}(\op{top})\sira {\op{H}}^*_{K}(K/T)$.
  If $K$ is compact connected and $T$ is a maximal torus,
  we recall the Chevalley isomorphism $\mathcal O_\DR(\op{Lie} K)^K\sira
  \mathcal O_\DR(\op{Lie} T)^W$
  by restriction.
\item
  Special case $K=\op{U}(n)\subset T$ diagonal unitary matrices.
  Weyl group is the symmetric group permuting the diagonal entries.
  Then $\mathcal O_\DR(\op{Lie} T)^W=\DR[t_1,\ldots,t_n]^{\mathcal S_n}$ is the
  ring of symmetric polynomials. The elementary symmetric polynomials
  correspond to elements $c_i\in {\op{H}}^{2i}_{\op{U}(n)}(\op{top};\DR)$
  which in turn lead to Chern classes.
\item
  Given a connected compact Lie group $K$  with two connected
  compact subgroups $L,M$ we will explain later in more detail
  how to get an isomorphism 
  $${\op{H}}^*_{L\times M}(K;\DR)\sira \mathcal A_L\otimes_{\mathcal A_K}^{\op{L}}
  \mathcal A_M$$ for the action of $L$ on the left and of $M$ on the right.
  The case $L=K$ we did already, then
  ${\op{H}}^*_{K\times M}(K;\DR)\cong {\op{H}}^*_{K}(K/M;\DR)\sira
  {\op{H}}^*_{M}(\op{top};\DR)$ under pulling back. If a derived tensor product is needed, things are a bit more  tricky
  then usual since we have to tensor in $\op{dgDer-}(\mathcal A_K,d=0)$. 
\item
  We will mostly work with complex connected reductive groups $G$ 
  instead of compact connected Lie groups. Remark $\op{GL}(n;\DC)/\op{U}(n)$
  is contractible by the either the
  Iwasawa decomposition $\op{U}(n)\times A\times N\sira \op{GL}(n;\DC)$
  or the Cartan decomposition.
  Similarly, $G/K$ is contractible for $K\subset G(\DC)$ a compact real form
  alias a maximal compact subgroup. Thus
  $${\op{H}}^*_{G(\DC)}(\op{top};\DR)\sira {\op{H}}^*_{K}(\op{top};\DR)$$
  by restriction. Changing to complex coefficients we find
  $${\op{H}}^*_{G(\DC)}(\op{top};\DC)\sira
  \mathcal O^{\op{db}}(\op{Lie}G)^G\sira\mathcal O^{\op{db}}(\op{Lie}T)^W$$
  now for complex regular functions on the complex Lie algebra of $G$
  or on the complex Lie algebra of a maximal torus $T\subset G$, always for $G$
  a complex connected reductive algebraic group. 
\item
  Take $T\subset B\subset G$ a complex connected reductive group
  with a Borel and a maximal torus. We know $B/T$ is contractible.
  We put $S\pdef \mathcal O^{\op{db}}(\op{Lie} T)$, it is the symmetric algebra on the
  dual if the Lie algebra with doubled grading.
  For the cohomology of the flag variety
  we find
  $${\op{H}}^*(G/B;\DC)= {\op{H}}_{1\times B}^*(G;\DC)=
  {\op{H}}_{1\times T}^*(G;\DC)= \mathcal A_1\otimes_{\mathcal A_G}\mathcal A_T=\DC\otimes_{S^W} S= S/(S^+)^WS$$
   For the $T$-equivariant cohomology of the flag variety
   we find similarly
   $${\op{H}}^*_T(G/B;\DC)= {\op{H}}_{B\times B}^*(G;\DC)=
   {\op{H}}_{T\times T}^*(G;\DC)= \mathcal A_T\otimes_{\mathcal A_G}\mathcal A_T=S\otimes_{S^W} S$$
 \item
   For the ordinary cohomology of $G$ we find
   ${\op{H}}^*_{1\times 1}(G;\DC)\cong \DC\otimes_{S^W}^{\op{L}}\DC$ 
   to be interpreted in $\op{dgDer}$. We will come back to this later.  
 \item
   Exercises.
   \begin{enumerate}
   \item We may in the same way compute cohomology of projective space
     and try to see we get back what we know already.
     \item We may compute cohomology
    of Grassmannians, as well as their equivariant
    cohomology say for a maximal torus.
  \item
    We may try to understand why $S\otimes_{S^W}S\sira
    \mathcal O(\bigcup_{w\in W}\Gamma(w))$
    can be seen as the regular functions
    on the union of the graphs of the
    Weyl group elements acting on $\op{Lie}T$.
    I think the map is easy,
    it would work for any finite group.
    That it is an isomorphism is too difficult for an exercise,
    but the case of $\op{SL}(2;\DC)$ is accessible and instructive.  
\end{enumerate}
\end{enumerate}
\end{Bemerkungl}

 \subsection{Equivariant sheaves}
 We start with equivariant sheaves
 before coming to the equivariant derived categories.
 I follow a geometric path which seems the most natural to me.
 In my experience
 most mathematicians already knowing the subject find
 this approach confusing, maybe since it is so different
 from the usual path. 
 \begin{Bemerkungl}
   Given $G{{\ssearrow}} X$ a topological space $X$
   with the action of a topological monoid $G$ we define an\label{gAQm}  
   {\bf $G$-equivariant sheaf of sets on $X$}\index{"aquivariant!Garbe}
   to be a sheaf of sets
   $\mathcal F\in\op{Ens}_{/X}$ along with a continous action
  $G\times \bar{\mathcal F}\ra \bar{\mathcal F}$ of our monoid
  on its \'etale space 
  such that the projection $\bar{\mathcal F}\ra X$ 
  is equivariant. The category of $G$-equivariant
 sheaves of sets on $X$ will be denoted $$\op{Ens}_{/G {\ssearrow} X}$$
\end{Bemerkungl}
\begin{Beispielex}[\textbf{Equivariant sheaves on the one-point space}]
  In case of a discrete monoid acting on a one-point space
  the functor of global sections is an equivalence 
  $$\op{Ens}_{/G {\ssearrow} {\op{top}}}\sira G\op{-Ens}$$
  to the category of $G$-sets.  
    In case of a  topological monoid $G$ we get the same with
    $G\op{-Ens}$\index{Ens@$G\op{-Ens}$
      Kategorie der $G$-Mengen}
    meaning discrete sets $F$ with a continous $G$-action, 
   so  $G\times F\ra F$ should be continous.
   If $G$ is a topological group admitting a connected
   neighbourhood of $1\in G$, pullback from the quotient by the
   component of the identity element 
     gives 
       an isomorphism of\label{Gpt} categories
     $$(G/G^\circ)\op{-Ens}\sira G\op{-Ens}$$ 
\end{Beispielex}

\begin{Bemerkungl}[\textbf{Equivariant abelian sheaves}]
  Let  $G{{\ssearrow}} X$  be a  topological space
 acted upon by a  topological monoid.
 We define an equivariant sheaf of abelien groups
 to be sheaf of abelian groups ${\cal{F}}$ with a continous action of $G$
 an its \'etale space such that\label{gAQmg}  
 foor all 
 $g \in G$ and $ x \in X$ the map $g: {\cal{F}}_{x} \ra {\cal{F}}_{gx}$
 induced on the stalks is a 
 group homomorphism.
 We denote this category by\index{Ab@$\op{Ab}_{/G {\ssearrow} X}$ equivariante abelschen Garben auf $X$} 
$$\op{Ab}_{/G {\ssearrow} X}$$
\end{Bemerkungl}

\begin{Bemerkungl}
  This definition is quite ad-hoc. To give a more conceptual
  definition, we should explain what is a morphism of abelian sheaves
  over a continous map of topological spaces and then define a $G$-equivariant
  abelian sheaf as an abelian  sheaf with a morphism
  $\underline G\boxtimes \mathcal F\ra \mathcal F$ over $G\times X\ra X$
  for $\underline G=\DZ_G$ the constant sheaf on $G$, and ask of this morphism 
   the \glqq obvious\grqq\ properties. To make this
  precise in a satisfying way however I would
  need the framework of \glqq multifibrations\grqq\ and this would take us 
  too far.
\end{Bemerkungl}

\begin{Beispielex}[\textbf{Equivariant abelian sheaves on the one-point space}]
As in the case of set-sheaves we get an isomorphism of categories 
  $$\op{Ab}_{/G {\ssearrow} {\op{top}}}\sira G\op{-Ab}$$
In case $G$ is a topological group
and there exists  a connected neigbourhood of the identity,
pullback gives an isomorphism 
of categories 
$$(G/G^\circ)\op{-Ab}\sira  G\op{-Ab}$$
\end{Beispielex}

\begin{Bemerkungl}
A  {\bf morphism $(G{\ssearrow} X)\ra(H{\ssearrow} Y)$
    of spaces with action}\label{MTopo} 
 is 
a pair $(\phi ,f)$  
consisting of a continous  monoid homomorphism  $\phi : G \ra H$ and 
a continous map $f:X\ra Y$ such that 
$f(gx)=\phi(g)f(x)\;\forall g,x$. We denote such pairs by 
$\phi {\ssearrow} f$. 
\end{Bemerkungl}

\begin{Bemerkungl}
  Given a  morphism $(\phi {\ssearrow} f):(G{\ssearrow} X)\ra(H{\ssearrow} Y)$
    and an  equivariant sheaf 
    $\mathcal G\in \op{Ens}_{/H{\ssearrow} Y}$ we construct the  
{\bf equivariant pullback}\index{Garbe!"aquivariant zur"uckgezogene} 
$$f^*\mathcal G=(\phi{\ssearrow} f)^*\mathcal G$$
by taking the pullback sheaf  $\op{\acute{e}t}(f^*\mathcal G)=
X\times_Y \bar{\mathcal G}$
and equip it with the obvious  $G$-action. 
In the same way we construct equivariant pullback for
abelian sheaves
$$(\phi{\ssearrow} f)^*:\op{Ab}_{/H{\ssearrow} Y}\ra \op{Ab}_{/G{\ssearrow} X}$$
\end{Bemerkungl}

\begin{Bemerkungl} We call a topological space $X$ with the action
  of a topological group $G$ {\bf topologically free} or to simplify just
  {\bf free},
  if it admits a cover by open $G$-stable subsets $U\co X$ which are
  equivariantly isomorphic to  $G$-spaces of the form $G\times W$
  for some topological space $W$. Equivalent is the condition
  that $X\ra X/G$ is a principal $G$-bundle.
\end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Forget trivial group acting}]
  Sure forgetting the action of the trivial group we get
   $$\op{Ens}_{/1{\ssearrow}X}\sirra \op{Ens}_{/ X}$$
\end{Bemerkungl}
\begin{Satzex}[\textbf{Quotient equivalence}]
  Given a topological group $G$ and a free  $G$-space $X$\label{GQR}
  equivariant pullback by $\phi{\ssearrow}f$ for $f:X\sra G\backslash X$ and $\phi:G\sra 1$ is an equivalence of categories 
  $$\op{Ens}_{/1{\ssearrow}(X/G)}\sirra \op{Ens}_{/G{\ssearrow} X}$$
\end{Satzex}


\begin{Satzex}[\textbf{Induction equivalence}]
Let $G$ be a topological group, 
$H \subset G$ a subgroup acting freely on $G$
and  $Y$ an $H$-space. Then pullback along 
$H{\ssearrow} Y\ra G{\ssearrow} (G \times_{/H} Y)$
gives an equivalence of categories 
$$\op{Ens}_{/G{\ssearrow} (G \times_{/H} Y)}  \sirra  \op{Ens}_{/H{\ssearrow}  Y}$$
\end{Satzex}
\begin{Bemerkungl}
 A quasiinverse can be  
given in \'etale spaces 
as 
 ${\bar{\cal F}}  \mapsto  G \times_{/H}{\bar{\cal F}}$.
\end{Bemerkungl}






\begin{Beispielex}[\textbf{Equivariant sheaves on homogeneneous spaces}] 
  Take in the induction equivalence $Y = {\op{top}}$.
 Recalling the description \ref{Gpt} of  equivariant sheaves on the one-point space and the induction equivalence \ref{ProE}
 we get for any subgroup  $H\subset G$ of a topological group
 acting freely and such in $H$ the identity has a connected neighbourhood
 an equivalence\label{eqHG} 
$$(H/H^{\circ})\op{-Ab}\sirra \op{Ab}_{/G{\ssearrow}(G/H)} $$
 In particular all $G$-equivariant sheaves on $G/H$
 are locally  constant in this case.
\end{Beispielex}





 
   



\newpage 
\section{Third lecture on Koszul duality, July 8}
\subsection{Equivariant derived category}




\begin{Bemerkungl}
Given a topological space $X$ 
let $\op{Der}(X)=\op{Der}_{/X}\pdef\op{Der}(\op{Ab}_{/X})$ denote the   
 derived category of the abelian category 
 of abelian sheaves on $X$. What follows I mostly learned from
 \cite{BeLu}. 
\end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Strong contractible pullback}] 
  To discuss quivariant derived categories, we need the following
  strenghtening of contractible pullback:
  Given a fiber bundle 
$f:X\ra Y$ with contractible fibres, for any 
$\cal{F} \in \op{Der} (\op{Ab}_{/Y})$
the unit of the adjunction is an isomorphism   
$$\eta:\cal{F} \sira
f_{\ast}f^{\ast}\cal{F}$$
We will not discuss the proof. 
 \end{Bemerkungl}



\begin{Definition}
Given a  topological group  $G$ and
a $G$-space $X$ we define the
 \defnoind{$G$-equivariant derived category of 
$X$}\index{"aquivariant!derivierte Kategorie}
$$
\op{Der}_{G{\ssearrow}} (X) \pdef\{\mathcal F\in
\op{Der} ({\op{E}}G\times_{/G} X)\mid \exists \mathcal G
  \in \op{Der} (X)
\text{ such that }{\op{quot}}^*\mathcal F\cong{\op{pr}}_X^*\mathcal G\}
$$
Here  $\op{quot}:{\op{E}}G\times X \ra {\op{E}}G\times_{/G} X$
and
$\op{pr}_X:{\op{E}}G\times X \ra  X$ are the obvious.
This inherits a triangulation and a truncation structure from $\op{Der} ({\op{E}}G\times_{/G} X)$.
\end{Definition}
\begin{Bemerkungl}
Sometimes we also use the notation
$\op{Der}_{G{\ssearrow}} (X)= \op{Der}_{/G{\ssearrow}X}$. In general we prefer to note $\mathcal C(M,N)$ the space of morphisms from an object $M$
to an object $N$ in a category $\mathcal C$. 
\end{Bemerkungl}



\begin{Bemerkungl}[\textbf{Equivariant derived category for a given resolution}]
  Instead of $\op{pr}_X:{\op{EG}}\times X\ra X$
  we could take any $G$-equivariant map $p:P\ra X$ which is
  a fibre bundle with contractible fibres and free $G$-action on its total
  space, and we will get a canonically isomorphic
  triangulated category $$
  \op{Der}_{G{\ssearrow}} (X,P) \pdef\{\mathcal F\in \op{Der} (P/G)\mid \exists \mathcal G
  \in \op{Der} (X)
\text{ such that }q^*\mathcal F\cong p^*\mathcal G\}
$$
with the notation $q:P\ra P/G$ for the quotient map.
\end{Bemerkungl}




\begin{Bemerkungl}[\textbf{Relation to equivariant cohomology}]
  Given a topological group $G$ and  
a  $G$-space $X$ 
and an abelian group $M$ 
the constant sheaf on $P\pdef {\op{E}}G\times_{/G}X$ with fibre $M$
is an object of the equivariant derived category. We denote
this object by $M_{G\sacts X}\in \op{Der}_{/G{\ssearrow}X} $
and get
  isomorphisms
  $$\op{Der}_{/G{\ssearrow}X}(M_X,M_X[q])\sira
{\op{H}}^q( P/G;M)\sira{\op{H}}^q_G( P;M)
\sila {\op{H}}^q_G(X;M)$$
by definition, free quotient isomorphism and equivariant contractible pullback
isomorphism. 
This leads to an isomorphism between the space of
morphisms from $M_X$ to $M_X[q]$ 
in the equivariant derived category
and the $q$-th equivariant cohomology of  $X$ with coefficients in $M$.
\end{Bemerkungl}




 


\begin{Proposition}[\textbf{Equivariant sheaves as usual sheaves}] 
  Given $G$ a topological group  and $X$ a  $G$-space
  and $p:P\pdef {\op{E}}G\times X\ra X$\label{AgGg} 
  we get equivalences of categories  
$$\op{Ens}_{/G{\ssearrow}X}\sirra \{\mathcal F\in \op{Ens}_{/(P/G)}\mid\exists \mathcal
  G\in \op{Ens}_{/X}\text{ mit }\op{quot}^* \mathcal F\cong p^* \mathcal G\}$$
for  $\op{quot}: P \ra P/G$  the quotient map via 
$\bar{\mathcal E} \mapsto  (P\times_X\bar{\mathcal E})/G$ on the
\'etale spaces. Same for abelian sheaves. 
\end{Proposition}


\begin{proof}[Proof]
First we check our functor is reasonably defined.
 Given an \'etale $G$-equi\-va\-ri\-ant map of free $G$-spaces the
 map induced on the orbit spaces is also etale. %, see eg \eref{QeT}{TG}. 
 Thus with $P\times_X\bar{\mathcal E}\ra
P$ also  $ (P\times_X\bar{\mathcal E})/G\ra
 P/G$ is \'etale. Thus our functor is reasonably defined.
We get a quasiinverse starting with the remark that  
the unit of adjunction is an  isotransform
$\op{id}\siRa p_*p^*$ and thus we get back
$\mathcal G$ from $\mathcal F$ as 
$\mathcal G=p_{*} \op{quot}^*\mathcal F$. This shows
$\bar{\mathcal G}$ admits a continous action
of the dicretized variant $G^{\delta}$ of $G$, which
under pullback gives the action of  $G$ on 
$\overline{\op{quot}^* \mathcal F}\cong P\times_X \bar{\mathcal G}$ as 
a sheaf on
$P$. 
But since the pulled back action is  continous
with respect to the true topology on $G$, the action on 
$\bar{\mathcal G}$ has to be continous as well,
since it fits into a  commutative diagram
$$\begin{array}{ccc}
   G\times (P\times_X \bar{\mathcal G})
   &\ra& P\times_X \bar{\mathcal G}\\
   \da&&\da\\
   G\times \bar{\mathcal G}
   &\ra&  \bar{\mathcal G}
\end{array}
$$
and the left vertical is final as a map of topological spaces. 
\end{proof}


\begin{Bemerkungl}[\textbf{Equivariant sheaves and
equivariant derived category}] 
  Let $G$ be a topological group and $X$ a $G$-space.
   Proposition \ref{AgGg} gives us an equivalence
$$\op{Ab}_{/G{\ssearrow}X}\sirra\{\mathcal F\in \op{Der}_{G{\ssearrow}} (X)\mid
\mathcal H^i\mathcal F\neq 0\;\RA\; i= 0\}$$
This even leads to a triangulated functor
$\op{Der}(\op{Ab}_{/G{\ssearrow}X})\ra \op{Der}_{/G{\ssearrow}X}$
which how\-ever is in general not an
equivalence of categories. This already fails for $S^1\acts\op{top}$. 
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Equivariant cohomology with equivariant coefficients}] Given an equivariant sheaf $\mathcal F\in \op{Ab}_{/G{\ssearrow}X}$ we put
  $${\op{H}}^q_G(X;\mathcal F)\pdef \op{Der}_{/G{\ssearrow}X}(\DZ_{G{\ssearrow}X},
  \mathcal F[q])$$
  This can also be interpreted as
  ${\op{H}}^q_G({\op{E}}G\times_{/G}X;{\op{E}}G\times_{/G}\bar{\mathcal F})$
  for the sheaf on the Borel construction given by its \'etale space.  
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Trivial group acting}] 
  In case of the trivial group, we find
  that $\op{quot}$ is an homeomorphism and
  $p=\op{pr}_X:{\op{E}}1\times X\ra X$ is a fibre bundle with
  contractible fibres, so pulling back along $p$ gives an equivalence
  $p^*:\op{Der}(X)\sirra \op{Der}_{1{\ssearrow}} (X)$
  with quasiinverse $p_*$. 
\end{Bemerkungl}
\subsection{Equivariant derived functors}
\begin{Bemerkungl}[\textbf{Equivariant pullback}] 
  We get for $(\phi\acts f):G\acts X\ra H\acts Y$ a pullback functor 
  $(\phi\acts f)^*:\op{Der}_{H{\ssearrow}Y}\ra \op{Der}_{G{\ssearrow}X}$.
\end{Bemerkungl}
\begin{Bemerkungl} We should more generally define \glqq equivariant multipullback\grqq\ 
  for  families $(\phi_\rho\acts f_\rho):G\acts X\ra H_\rho\acts Y_\rho$ of equivariant maps indexed by 
  $1\leq \rho\leq r$ with any $r\geq 0$ as functors
$\op{Der}_{H_1{\ssearrow}Y_1}\times \ldots \times \op{Der}_{H_r{\ssearrow}Y_r}\ra \op{Der}_{G{\ssearrow}X}$, 
  but since we even
  didn't do this carefully in the nonequivariant situation, I cannot and
  will not dwelve
  into this. The multipullback with twice the identity is
   usually denoted $\otimes$ or $\otimes^{\op{L}}$. The multipullback with the empty family $r=0$ is the constant sheaf $\DZ_{G{\ssearrow}X}$. 
\end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Equivariant pusforward}] 
  If $H$ is openlocally contractible, meaning every neighborhood of every point
  contains a contractible open neighborhood of this same point,
  the equivariant pullback along $(\phi\acts f):G\acts X\ra H\acts Y$
  admits a right adjoint
  $$(\phi\acts f)_*:\op{Der}_{/G{\ssearrow}X}\ra \op{Der}_{/H{\ssearrow}Y}$$
  and  $\mathcal F\otimes$ in
  $\op{Der}_{/H{\ssearrow}Y}$ admits a right adjoint, the internal hom
  to be denoted $\mathcal F{\Rrightarrow}$ or
  classically
  $\op{R}\!{\mathcal H}om(\mathcal F,\;)$. 
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Deduce cohomology multipullback}]
  Let $f$ be a morphism.
  Transitivity of multipullback on $(f,f)\circ (\op{id}\curlywedge\op{id})=
  f\curlywedge f=  (\op{id}\curlywedge\op{id})\circ f$ gives isomorphisms
  $f^*(\mathcal F\otimes \mathcal G)
  \sira (f^*\mathcal F)\otimes (f^*\mathcal G)$.
  Adjunction gives  $\mathcal F\otimes \mathcal G
  \ra f_*((f^*\mathcal F)\otimes (f^*\mathcal G))$.
  Applying to $\mathcal F=f_*\mathcal E$ and  $\mathcal G=f_*\mathcal H$
  gives  $f_*\mathcal E\otimes f_*\mathcal H
  \ra f_*((f^*f_*\mathcal E)\otimes (f^*f_*\mathcal H))$.
  Using the counit of adjunction gives  $$f_*\mathcal E\otimes f_*\mathcal H
  \ra f_*(\mathcal E\otimes \mathcal H)$$
  Now let two morphisms $f_1, f_2$ start at the same space.
  Let $l$ always denote the empty family.
  Then $(l_1,l_2)\circ (f_1,f_2)=l$ gives us
  using transitivity of multipullback an isomorphism
  $\DZ_{X}\sira f^*_1\DZ_{Y_1}\otimes  f^*_2\DZ_{Y_2}$. 
  Pushing down to a point with $a:X\ra \op{top}$
  and combining with what we already found
  we get
  $$a_*\DZ_{X}\sira a_*(f^*_1\DZ_{Y_1}\otimes  f^*_2\DZ_{Y_2})\leftarrow
  a_*f^*_1\DZ_{Y_1}\otimes  a_*f^*_2\DZ_{Y_2}$$
  Now let $b_\rho:Y_\rho\ra \op{top}$ so we can write
  $a=b_\rho f_\rho$ and using the unit of the adjunction we get
  $b_{\rho*}\DZ_{Y_\rho}\ra b_{\rho*}f_{\rho*}f_\rho^*\DZ_{Y_\rho}
  \sira  a_*f^*_\rho\DZ_{Y_\rho}$. Putting everything together we found
  a morphism 
   $$a_*\DZ_{X}\leftarrow
  b_{1*}\DZ_{Y_1}\otimes b_{2*}\DZ_{Y_2}$$
  in the derived category of abelian sheaves on a point. This in turn induces on
  homology bilinear maps $\mathcal H^{p}(  b_{1*}\DZ_{Y_1})\times
  \mathcal H^{q}(  b_{2*}\DZ_{Y_2})\ra \mathcal H^{p+q}(  a_{*}\DZ_{X})$ alias
  the looked-for bilinear maps 
  $${\op{H}}^{p}( Y_1)\times
  {\op{H}}^{q}(Y_2)\ra {\op{H}}^{p+q}(X)$$
\end{Bemerkungl}
  \begin{Bemerkungl}[\textbf{Deduce equivariant cohomology multipullback}]
    With equivariant cohomology
  it's all the same, only notation may be more elaborate.
  With ringed spaces, it's again all the same. We will not go beyond constant
  coefficient rings, mostly the complex numbers. 
\end{Bemerkungl}


\begin{Bemerkungl}[\textbf{Equivariant shriek functors}]
  Given  $(\op{id}\acts f):G\acts X\ra G\acts Y$ with $X,Y$ locally
  compact Hausdorff spaces  with $\op{Ab}_{/X}$ of finite
  cohomological dimension we can also construct an equivariant version,
  for which we use the notations  
  $$(\op{id}_G\acts f)_!=(G\acts f)_!=f_!:\op{Der}_{/G{\ssearrow}X}\ra \op{Der}_{/G{\ssearrow}Y}$$
  of proper push-forward. If in $G$ is a Lie group, this admits
  a right adjoint $(G\acts f)^!$.
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Equivariant intersection cohomology}] 
  As long as we do not change the group all these functors behave like their
  nonequivariant counterparts discussed in Peng's class. This behaviour is
  called a \glqq six-functor-formalism\grqq.
  In particular we have $G$-equivariant perverse sheaves and
  the equivariant intersection cohomology sheaf 
  of a complex variety acted upon by a Lie group.  
\end{Bemerkungl}

\subsection{Spaces with finitely many orbits}
\begin{Bemerkungl}[\textbf{Parameter set}]
  Let a complex algebraic group $G$ act on a variety $X$
  with finitely many orbits. The irreducible $G$-equivariant perverse
  sheaves on $X$ with coefficients in a field $\mathbb K$
  are parametrized by the data
  $$\op{Par}_G(X)\pdef \left\{(Y,\tau)\left|\begin{array}{ll}
  Y\subset X\text{ is a $G$-orbit,}\\\tau\text{ is an irreducible $G$-equivariant}\\
  \text{local system of $\mathbb K$-spaces  on $Y$.}
  \end{array}
  \right.\right\}$$
  Here a local system is understood as a locally constant sheaf of
  finite dimensional vector spaces over $\mathbb K$.
  We have  $G/G_y\sira Y$ for any point $y\in Y$ and $G_y$ its isotropy group.
  By what we discussed before we thus get for any $y\in Y$ a bijection
  $$\left\{\begin{array}{c}\text{Irreps of the component group}\\
       \text{$G_y/G_y^\circ$ in $\mathbb K$-vector spaces}
    \end{array}
\right\}
  \sira \left\{\begin{array}{c}\text{irreducible $G$-equivariant}\\
       \text{ local systems on $Y$}
    \end{array}
  \right\}$$
  The irreducible perverse sheaves are then given in two notation
  schemes as
  $$\begin{array}{ccl}
    \op{Par}_G(X)&\sira &\op{irr}(\op{Per}_G(X))\\[2mm]
    \pi= (Y,\tau)&\mapsto&\mathcal L^\pi
    =i_*{\mathcal I}{\mathcal C}(\bar Y;\tau)=j_{!*}\tau[\op{dim}Y]
  \end{array}$$
  for $i:\bar Y\hra X$ and $j:Y\hra X$ the inclusions.
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Equivariant Ext-algebra}]
    Let a complex algebraic group $G$ act on a variety $X$
    with finitely many orbits. Let $\mathcal L\pdef \bigoplus\mathcal L^\pi$
    be the direct sum of all irreducible perverse sheaves.
    We put
    $$\op{Ext}^*_G(X)\pdef \op{Der}_{/G\sacts X}(\mathcal L, \mathcal L[*])$$
    and call this the {\bf equivariant Ext-algebra}. It is a
    nonnegatively graded $\mathbb K$-ring\-al\-ge\-bra. Its degree-zero part 
    $\op{Ext}^0_G(X)$ has a basis consisting  of
    the pairwise orthogonal idempotents
    $1_\pi$ for $\pi\in \op{Par}_G(X)$. 
\end{Bemerkungl}

\begin{Beispielex}[\textbf{$\mathcal O_0$ as modules for equivariant Ext-algebra}] 
 Let $\mathfrak g$ be a complex
  semisimple Lie algebra, $G$ a complex connected semisimple algebraic
  group with $\mathfrak g=\op{Lie}G$ and $G\supset B\supset N$ a Borel and
  its unipotent radical.  It is known there is an equivalence of categories
  $\mathcal O_0\sirra \op{Per}_N(G/B)$.
  It is known that in this case the general
  functor to be discussed later is fully faithful 
  $$\op{Der}^{\op{b}}(\op{Per}_N(G/B))\vra \op{Der}_N(G/B)$$
  This is a consequence of $N$ as well as all
  $N$-orbits being contractible. In \ref{vDs} we found
  $\mathcal O_0\sirra \op{Modfl-}A$
  for $A=\op{Ext}^*_{\mathcal O_0}(L,L)$. Geometrically  this
  can be rewritten as an equivalence 
  $$\mathcal O_0\sirra \op{Modfl-}\op{Ext}^*_N(G/B)$$
  This is the rephrasing of the autoduality of $\mathcal O_0$
  which conjecturally admits a generalization to
  representations of reductive groups over local fields, as will be discussed
  in the remaining lectures. 
\end{Beispielex}

\subsection{Some equivalences}
\begin{Bemerkungl}[\textbf{Induction equivalence}]
  Given $\iota: G\subset H$ a subgroup of a topological group acting freely
  and $G\acts X$ a $G$-space the pullback by $(\iota\acts i)$ for the obvious
  inclusion $i:X\hra H\times_{/G}X$ is an equivalence
  $$(\iota\acts i)^*:\op{Der}_{H\sacts}(H\times_{/G}X)\sirra \op{Der}_{G\sacts}(X)$$
\end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Contractible group acting}]
  Given $N$ a contractible topological group 
  and $N\acts X$ an $N$-space the pullback by $(\iota\acts \op{id})$ for the obvious
  inclusion $\iota:1\hra N$ is fully faithful
  $$(\iota\acts {\op{id}})^*:\op{Der}_{N\sacts}(X)\vra \op{Der}_{1\sacts}(X)$$
  Sure as we discussed already $\op{Der}_{1\sacts}(X)=\op{Der}(X)$ canonically.
\end{Bemerkungl}

\newpage
\section{Fourth lecture on Koszul duality, July 10}
\subsection{Representations of real reductive groups}

\begin{Bemerkungl}
  A continous representation of a topological group $G$ on a topological complex
  vector space $V$ is a group homomorphism $G\ra \op{GL}(V)$ such that
  the induced map $G\times V\ra V$ is continous. 
\end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Harish-Chandra modules}] 
  To study continuos
  representations of real reductive Lie groups $G$,
  one may reduce lots of questions to the study of
  the purely algebraic \glqq Harish-Chandra modules\grqq.
  To define those, let $\mathfrak g\pdef \op{Lie} G$
  be the Lie algebra and $K\subset G$ a compact
  subgroup. 
  A $\mathfrak g$-$K$-module is a complex vector space $H$
  with a structure of representation of the Lie algebra  $\mathfrak g$
  and a locally finite action of $K$ continous on any finite dimensional
  $K$-stable subspace compatible in the the way that
  \begin{enumerate}
  \item
    The action $\mathfrak g\times H\ra H$ is $K$-equivariant for the
    adjoint action of $K$ on $\mathfrak g$;
  \item
    The differential of the $K$-action to an action of
    $\op{Lie}K$ coincides with the restriction of the action of
    $\mathfrak g$ to $\op{Lie}K$.
  \end{enumerate}
  To stress how algebraic this condition is, we may pass to the
  complexification $K_\DC$ of $K$, a complex algebraic group
  containing $K$ as an abstract subgroup with the property,
  that restriction ist an
  isomorphism of categories
  $$\{\text{Algebraic representations of $K_\DC$}\}\sira \{\text{Our special representations of $K$}\}$$
  A {\bf Harish-Chandra module} is defined to be a $\mathfrak g$-$K$-module
  of finite length for $K\subset G$ a maximal compact subgroup. Those maximal
  compact subgroups exist and are unique up to conjugation. 
\end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Motivation for Harish-Chandra modules}]
  Let $G$ be a real reductive group and $K\subset G$ a
  maximal compact sunbgroup. We mention
  two results to illustrate how close Harish-Chandra modules are to true representations.
  First, given an irreducible unitary representation on a Hilbert space $V$
  the subspace of $K$-finite vectors $V_K\subset V$ has a natural $\mathfrak g$-action and we get in this  way by  a theorem of Harish-Chandra  
  an injection on isomorphism classes
  $$\{\text{Simple unitary representations of $G$}\}\hra \{\text{Simple $\mathfrak g$-$K$-modules}\}$$
  Second, taking $K$-finite vectors gives by a theorem of Casselman
  an equivalence of categories
  $$\{\text{Smooth finite length representations of $G$}\}\sirra \{\text{Finite length $\mathfrak g$-$K$-modules}\}$$
  We denote this category by $\mathcal M(G)$. 
\end{Bemerkungl}


\subsection{Koszul duality conjecture}
\begin{Bemerkungl}[\textbf{Parameter space of Adams-Barbasch-Vogan}]
Start with a connected complex  reductive algebraic group
$G$ with an antiholomorphic involution $\bar \gamma$
fixing some Borel subgroup $B$.
Put $\mathfrak g\pdef \op{Lie}_\DC G$ and let
$Z\subset \op{U}(\mathfrak g)$ be the center of the enveloping algebra. 
Fix an infinitesimal character 
$\chi\in \op{Max}Z$.\label{ndfcM}
Let $(G^\vee\supset B^\vee, \gamma)$ be  the Langlands dual,
a connected complex  reductive algebraic group $G^\vee$ with a
distinguished Borel subgroup $B^\vee$ and a holomorphic involution $ \gamma$
stabilizing $B^\vee$. Then by \cite{ABV} 
%Meistenteils Kopiert aus \ref{ndfc} XXKoszul 
we have the Adams-Barbasch-Vogan parameter space
$$G^\vee{\ssearrow}X(\chi)$$
This is a $G^\vee$-variety $X(\chi)$
acted upon with finitely many orbits. It is a variant of the Langlands
parameter space. We will discuss it later in more detail. 
\end{Bemerkungl}




\begin{Bemerkungl}[\textbf{Koszul duality and Langlands philosophy}]
Let $(G,\bar\gamma)$ be a connected complex  reductive algebraic group
with an antiholomorphic involution
fixing a Borel subgroup $B$.   Among other things \cite{ABV} construct a bijection
  $$\op{Par}_{G^\vee}(X(\chi))\sira \bigsqcup_{\delta\in {\op{H}}^1_{\bar\gamma}(\Gamma;G)}
  \op{irr}\mathcal M_\chi (G(\DR;\delta))$$
  between their variant of Langlands parameters
  and the set of irreducible Harish-Chandra modules
  killed by $\chi$ of a bunch of real forms of $G$ discussed in \ref{reF}.
  In addition they
  prove that Vogan's inversion formulas \cite{Vo4} for Kazhdan-Lusztig-Vogan
  polynomials can be rephrased as saying the $\op{IC}$-matrix of 
  $G^\vee{\ssearrow} X(\chi)$ specialized at $v=1$
  is inverse transpose up to signs to the
  Jordan-H"older multiplicity matrix $\op{JH}$
  giving simple subquotients of standard representations. 
  Motivated by this and by Koszul duality for $\mathcal O_0$
  in \cite{So-A},  I conjectured  in \cite{So-L}
  there should be an equivalence of categories
  $$\op{Ext}_{G^\vee}^*(X(\chi))\op{-Nil}\sirra
\bigoplus_{\delta\in {\op{H}}^1_{\bar\gamma}(\Gamma;G)}
  \mathcal M^\infty_\chi (G(\DR;\delta))$$
  I am aware of very interesting progress of Nadler-BenZvi as well as Scholze
  towards a proof, and of recent partial results \cite{BezVi},
  \cite{LaRo},
  but to the best of my knowledge the conjecture as it stands
  is still open.
  Let us discuss the notation used here.
  On the right, it's the categories of Harish-Chandra modules
  of the real forms $G(\DR;\delta)$ annihilated by some power of $\chi$.
  On the left, it is one of our geometric extension algebras.
  Finally, $\op{Nil}$ means \glqq finite dimensional modules killed
  by all homogeneous elements  of sufficiently high degree\grqq.
This is a categorification of \cite{ABV}, but at the same time I specialized the
setup  of \cite{ABV} somewhat to simplify. The conjecture as stated should hold 
analogously in the full generality of \cite{ABV} and analogously for
other local fields like $\mathbb Q_p$.
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Relation to ABV-parametrization}]
  Given an $\DN$-graded $\DC$-algebra $A=\bigoplus_{i\geq 0}A^i$
  with $A^0=\bigoplus_{\pi\in \op{Par}} \DC 1_\pi$ it is clear the irreducible
  objects of $A\op{-Nil}$ are precisely the $A^01_\pi$ for $\pi\in \op{Par}$.
  Our conjectured equivalence should give back the bijection
  of \cite{ABV}.
\end{Bemerkungl}
 
\begin{Bemerkungl}[\textbf{Nonabelian group cohomology}]
  Given a group $\Gamma$ acting on another group $A$ the isomorphism classes
  of $\Gamma$-equivariant $A$-torsors $X$ are classified by the pointed
  set ${\op{H}}^1(\Gamma;A)$. For simplicity of notation, we assume
  $\Gamma$ acts from the right and use exponential notation for this action.
  We will just need the case $\Gamma=\{1,s\}$
  is a two-element group and just define ad-hoc
  $${\op{Z}}^1(\Gamma;A)\pdef \{a\in A\mid a a^s=1\}$$
  with the $A$-action given by $b*a\pdef ba(b^s)^{-1}$. Then  ${\op{H}}^1(\Gamma;A)\pdef {\op{Z}}^1(\Gamma;A)/(A*)$ is defined to be the set of $A$-orbits with distinguished element the orbit of $a=1$.
  To recall which involution $s$ of $A$ was used here
   we sometimes write ${\op{Z}}^1_s(\Gamma;A)$ and  ${\op{H}}^1_s(\Gamma;A)$.  
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Relation to equivariant cohomology}]
  If $A$ is abelian, this coincides with the
  equivariant cohomology ${\op{H}}^1_\Gamma(\op{top};A)$ of $A$
  considered as a $\Gamma$-equivariant abelian sheaf on the one-point
  space. The generalization to not necessarily abelian coefficients works
  only for ${\op{H}}^q$ with $0\leq q\leq 1$ and ${\op{H}}^1$
  will only be a pointed set and have no group structure anymore.
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Group cohomology and real forms}]
  Any $g\in {\op{Z}}^1_{\bar\gamma}(\Gamma;G)$ above gives rise
  to an antiholomorphic involution $ (\op{int}g)\circ\bar \gamma$.
  Furthermore the corresponding real form $G(\DC)^{(\op{int}g)\circ\bar \gamma}$
  depends only on the image $\delta\in  {\op{H}}^1_{\bar\gamma}(\Gamma;G)$
  of $g$ in the cohomology set. We denote it by $$G(\DR;\delta)$$
  This construction does neither give an injection nor a surjection of
  ${\op{H}}^1_{\bar\gamma}(\Gamma;G)$ to the set of real forms up to isomorphism.
  Rather the real forms are classified by\label{reF}   ${\op{H}}^1_{\bar\gamma}(\Gamma;\op{Aut}G)$ and we precomposed this with
  $\op{int}:G\ra\op{Aut}G$, but le us not go into this in any detail.  
\end{Bemerkungl}

\subsection{Examples for tori} 
\begin{Bemerkungl}[\textbf{Parameter spaces for tori}]
  Suppose $G=T\cong \DC^\times\times \ldots\times \DC^\times$ is a torus.
  Let $\mathfrak X(T)\pdef \op{GrpVar}_\DC(T,\DC^\times)$ be its
  character lattice, a free abelian group of finite rank.
  Then $T^\vee \pdef\mathfrak X(T)\otimes_\DZ \DC^\times$ is called the
  {\bf dual torus}. It comes with an obvious isomorphism between
  its character lattice and the dual of the character lattice of the original
  torus 
  $$\mathfrak X(T)^\vee\sira \mathfrak X(T^\vee)$$
  Any antiholomorphic involution $\bar\gamma$ on $T$ gives an involution
  $\gamma: \mathfrak X(T)\ra \mathfrak X(T)$ by $$\lambda^\gamma\pdef
  \text{(complex conjugation)}\circ \lambda\circ \bar\gamma$$
  This induces an involution $\gamma$ on the dual lattice
  $\mathfrak X(T)^\vee$ and thus a holomorphic involution $\gamma$ on the
  dual torus $T^\vee$. In this case the ABV parameter space for trivial central
  character specializes to
  $$X(Z^+)={\op{Z}}^1_\gamma(\Gamma;T^\vee)$$ with the *-action of
  $T^\vee$ as discussed above. 
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Testing the conjecture for $\DR^\times$}]
  We try the case $(G,\bar\gamma)=(\DC^\times, z\mapsto\bar z)$.
  The set ${\op{H}}^1_{\bar\gamma}(\Gamma;\DC^\times)$ has just one element
  be Hilbert 90 or explicit calculation, so we are looking at Harish-Chandra
  modules for just one real form with corresponding Lie group $\DR^\times$.
  We find an equivalence of categories
  $$(\DC[x]\times \DC[x])\op{-Nil}\;\sirra \; \mathcal M^\infty_{Z^+}(\DR^\times)$$
  Indeed, as a Lie group $\DR^\times\cong \{\pm 1\}\times (\DR,+)$ and
  the category of continous  finite dimensional representations of  $(\DR,+)$ is
  equivalent to the category of  finite dimensional
  complex vector spaces with a distinguished
  endomorphism, the infinitesimal generator, and being killed by a power
  of $Z^+$ amounts to the infinitesimal generator being nilpotent.
  On the geometric side, we find $T^\vee=\DC^\times$ with the involution $\gamma=\op{id}$ and 
  $$X(Z^+)= {\op{Z}}^1_{\gamma}(\Gamma;T^\vee)
  =\{z\in \DC^\times\mid z^2=1\}
  =\{\pm 1\}$$
  consists of two points acted upon by $\DC^\times$. There are two simple
 equivariant  perverse sheaves, namely the constant sheaves
  $\mathcal L^+$ and $\mathcal L^-$
  on each one of the two points.
  There are no Ext between the two, but we find
  $$\op{Ext}^*_{\DC^\times}(\mathcal L^+,\mathcal L^+)=\op{H}^*_{\DC^\times}(\op{top};\DC)=
  \op{H}^*({\op{B}}\DC^\times;\DC)=\op{H}^*(\mathbb P^\infty\DC;\DC)=\DC[x]$$
  is the cohomology ring of the classifying space, a polynomial ring with
  generator of degree $\op{deg}x=2$. So in this case at least we indeed found
  an equivalence of categories
  $$\op{Ext}^*_{\DC^\times}(X(Z^+))\op{-Nil}\;\sirra\; \mathcal M^\infty_{Z^+}(\DR^\times)$$
\end{Bemerkungl}
\begin{Bemerkungl} Let me discuss a split torus $T(\DR;\bar\gamma)\cong
  \DR^\times\times\ldots\times \DR^\times$. Then
  the parameter space is $T^\vee(\DC)\cong \DC^\times\times\ldots\times \DC^\times$
  acting on a discrete set $X(Z^+)$ and we have canonically
  $$\op{Lie}T^\vee(\DC)\sila \mathfrak X(T)\otimes_\DZ \DC\sira (\op{Lie}T(\DC))^*
  \sira(\op{Lie}_\DC T(\DR;\bar\gamma))^*$$
  and thus we also have canonically $${\op{H}}^*_{T^\vee(\DC)}(\op{top})\sila
  \mathcal O(\op{Lie}T^\vee(\DC))\sira {\op{S}}(\op{Lie}_\DC T(\DR;\bar\gamma))
  \sira  {\op{U}}(\op{Lie}_\DC T(\DR;\bar\gamma))$$
  In this way,  it is
  natural to identify ${\op{H}}^*_{T^\vee(\DC)}(\op{top})\op{-Nil}$ with
  $ {\op{U}}(\op{Lie}_\DC T(\DR;\bar\gamma))\op{-Nil}$ which in our case
  are just the finite dimensional
  representations of  $T(\DR;\bar\gamma)^\circ$ killed
  by some power of $Z^+$.
\end{Bemerkungl}


\begin{Ubungex} Check the conjecture for the real tori $S^1$ and $\DC^\times$.
  All real tori are products of some copies of these two tori
  along with some copies of $\DR^\times$ treated already. 
\end{Ubungex}

\subsection{Parameters for trivial central character}
\begin{Bemerkungl}
  Suppose $G$ is complex connected reductive
  with $(G,G)$ simply connected. Let $\bar\gamma$ be an antiholomorphic
  involution stabilizing a Borel $B\subset G$.
  Then the ABV-parameter space for trivial central character
  specializes to
  $$X(Z^+)=G^\vee\times_{/B^\vee}Z^1_{\gamma}(\Gamma;G^\vee(\DC))$$
  We recall the bijection $Z^1_{\gamma}(\Gamma;G^\vee(\DC))\sira \{a\in G^\vee(\DC)\mid a a^\gamma=1\}$ and the action of $b\in G^\vee(\DC)$ being
  $b*a\pdef ba(b^\gamma)^{-1}$.
\end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Induction equivalence}]
  For $G\supset B$ a topological group with a subgroup
  acting freely on it and a $B$-space $X$ pulling back is
  an equivalence
  $$\op{Der}_{G\acts}( G\times_{/B}X)\sira \op{Der}_{B\acts}(X)$$
\end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Induction isomorphism for equivariant Ext algebra}]
  In the situation of algebraic groups acting
  with finitely many orbits on an algebraic variety we
  easily see that the perverse
  truncation structures correspond under the induction
  equivalence up to shift and we
  deduce an isomorphism of graded rings
  $$\op{Ext}_G( G\times_{/B}X)\sira \op{Ext}_B(X)$$
  So in particular we find above
   $${\op{Ext}}_{G^\vee}X(Z^+)\cong {\op{Ext}}_{B^\vee}Z^1_{\gamma}(\Gamma;G^\vee(\DC))$$
\end{Bemerkungl}



\begin{Bemerkungl}[\textbf{Example of complex groups}]
  Let $G$ be a reductive connected complex algebraic group.
  Then $G(\DC)=H(\DR;\bar\gamma)$ with $H=G\times G$
  and $\bar \gamma(x,y)\pdef (\bar s(y),\bar s(x))$ for
  $\bar s$ a split antiholomorphic involution of $G(\DC)$.
  If $\bar s$ stabilizes the Borel $B(\DC)$, then $\bar\gamma$
  stabilizes $B(\DC)\times B(\DC)$. In this case $\gamma:H^\vee\ra H^\vee$
  just switches the factors in $H^\vee=G^\vee\times G^\vee$ and
  $$Z^1_\gamma(\Gamma; H^\vee)=\{(x,y)\in G^\vee\times G^\vee
  \mid (x,y)(y,x)=(1,1)\}$$
  and we get a bijection $G^\vee\sira Z^1_\gamma(\Gamma; H^\vee)$ by
  $x\mapsto (x,x^{-1})$. The action of $(a,b)\in   H^\vee$ is given by
  $(a,b)(x,x^{-1})(b^{-1},a^{-1})$ and corresponds to $(a,b)x=axb^{-1}$.
  So in the end we find
  $${\op{Ext}}_{H^\vee}X(Z^+)\cong {\op{Ext}}_{B^\vee\times B^\vee}(G^\vee)\cong {\op{Ext}}_{B^\vee}(G^\vee/B^\vee)$$
  for the action of $B^\vee$ on $G^\vee$ by left and right
  multiplication and the last isomorphism by the induction
  equivalence. Now I think Peng explained or will explain
  an equivalence of categories 
  $$\tilde{\mathcal O}_0\sira  {\op{Ext}}_{B^\vee}(G^\vee/B^\vee)\op{-Nil}$$
  On the other hand work of Bernstein-Gelfand \cite{BG} gives an
  equivalence of categories
  $\mathcal M^\infty_{Z^+}(G(\DC))\sira \tilde{\mathcal O}_0$
  from Harish-Chandra modules for $G(\DC)$ with
  trivial central character to $\tilde{\mathcal O}_0$.  Finally, the real
  forms to consider are parametrized by ${\op{H}}^1_{\bar\gamma}(\Gamma;H(\DC))$,
  so let us compute that. We find ${\op{Z}}^1_{\bar\gamma}(\Gamma;H(\DC))=
  \{(x,y)\mid (x,y)(y^{\bar s}, x^{\bar s})=(1,1)\}$ alias $xy^{\bar s}=1$
  so we get $G(\DC)\sira {\op{Z}}^1_{\bar\gamma}(\Gamma;H(\DC))$ by
  $x\mapsto (x, (x^{\bar s})^{-1})$ and the action of $(a,b)\in H(\DC)$ is
  by $(a,b)x=ax(b^{\bar s})^{-1}$ and clearly there is only one orbit even
  if we let only pairs $(a,1)$ act. 
\end{Bemerkungl}

\subsection{The case $\op{SL}(2;\DR)$}
Well, let us see how much time there is. I think this is very  good for
exercise sessions, following \cite{So-L}. 









  






    

\newpage

\section{Fifth lecture on Koszul duality, July 11}
\subsection{Algebra}

\begin{Bemerkungl}[\textbf{$\op{Ab}$-categories}]
  Let us define an $\op{Ab}$-category to be 
  a category together with an addition on each space of morphisms such that
  they all  morphism spaces become abelien groups and compositions of morphisms
  become bilinear maps.
\end{Bemerkungl}
\begin{Beispielex} An $\op{Ab}$-category with only one object is a ring.
  An  $\op{Ab}$-category with finite products or equivalently finite coproducts
  is called an additive category. Given a category with finite products, an
  $\op{Ab}$-structure is unique if it exists.
\end{Beispielex}

\begin{Bemerkungl}[\textbf{Ubiquity of modules}]
  Given an additive category $\mathcal I$ and an object
  $P\in \mathcal I$ with $R\pdef \op{End}_{\mathcal I}(P)$ its endomorphism ring
  the functor $\op{Hom}_{\mathcal I}(P,\:): \mathcal I\ra \op{Mod-}R$
  induces an equivalence of categories
  $$\mathcal I\supset
  \langle P\rangle_{\oplus}^{\mathcal I}\sirra \langle R\rangle_{\oplus}
  \subset \op{Mod-}R$$
  Indeed, homomorphisms $P^{\oplus n}\ra P^{\oplus m}$ are just matrices
  of homomorphisms $P\ra P$ alias matrices with entries in $R$ and
  homomorphisms $R^{\oplus n}\ra R^{\oplus m}$ of right $R$-modules are the same.
  We denote by $\op{Frei-}R\pdef \langle R\rangle_{\oplus}$ the category of
  these free $R$-modules for finite sets of free generators
  and rewrite this as
  an equivalence
  $$\langle P\rangle_{\oplus}^{\mathcal I}\sirra \op{Frei-}\op{End}_{\mathcal I}(P)$$
\end{Bemerkungl}
\subsection{Differential graded  algebra}
\begin{Bemerkungl}
  To get a deeper and less phenomenological
  understanding of Koszul duality, we need to dive deeper
  into homological algebra. What follows I learned from \cite{BeLu} and
  Keller \cite{Kel}. The roots can be traced back to Verdier's thesis
  published in SGA $4\frac{1}{2}$. 
\end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Differential graded abelian groups}]
  Let $\op{dgAb}$ denote the category of differential graded abelian groups
  alias chain complexes. Given objects $X_1,\ldots,X_r,Y$ define a multimorphism
  $X_1\curlyvee\ldots\curlyvee X_r\ra Y$ to be, for quickness sake,
  a chain map $X_1\otimes\ldots\otimes X_r\ra Y$.
  In case $r=0$ define a multimorphism $\curlywedge \ra Y$
  to be an element of $Y^0$. Given a finite family
  of objects $(X_i)_{i\in I}$ define a multimap $(X_i)_{i\in I} \ra Y$
  as a thing associating to each order on $I$ a map as above in such a way,
  that changing the order introduces signs in the usual way. We can check that
  then the composition of multimaps is associative. From that point on we 
  stop worrying about signs. We have two multifunctors
  $$\mathcal Z^0,\mathcal H^0:\op{dgAb}\ra \op{Ab}$$
  In addition we have a multifunctor of total homology
  $\mathcal H:\op{dgAb}\ra \op{dgAb}$ landing in
the multicategory of complexes with zero differential, which we also
  denote $\op{sgAb}$. We also  call its objects  supergraded abelian groups.  
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Differential graded categories}]
  A $\op{dgAb}$-category or as shorthand dg-category
  $\mathcal C$ consists of objects and
  for any two objects $X,Y$ a morphism object
  $\mathcal C(X,Y)\in \op{dgAb}$ and for any three objects
  $X,Y,Z$ a composition rule
  $\mathcal C(X,Y)\curlyvee \mathcal C(Y,Z)\ra
 \mathcal C(X,Z)$ in form of a multimorphism
  such the composition is associative and for any $X$
  there exists
  an identity $\curlyvee\ra \mathcal C(X)\pdef \mathcal C(X,X)$
  satisfying the usual axioms.
  Given a dg-category we can form the two $\op{Ab}$-categories
  $\mathcal Z^0\mathcal C$ and $\mathcal H^0\mathcal C$.
\end{Bemerkungl}



\begin{Bemerkungl}[\textbf{dg-category of a dg-ring}]
  Let $(R,d)$ be a differential graded ring. This is by definition a
  complex along with morphisms of complexes $R\otimes R\ra R$ and $\DZ[0]\ra R$
  satisfying the usual associativity and unit conditions.
  Consider the category $$\op{dgMod}_{-R}$$ of differential
  graded right $R$-modules.
  Objects are complexes $(M,d)$ with an action $M\otimes R\ra M$
  satisfying the usual conditions.
  Morphisms are the obvious.
  We  construct in addition  a dg-category $\op{Mod}^{\op{dg}}_{-R}$
  with the same objects be letting 
   $$\op{Mod}_{-R}^{\op{dg}}(M,N)\subset \op{Hom}(M,N)$$ to 
  be the subcomplex of the homomorphism complex of all morphism of
  various degrees commuting with the right action of homogeneous
  elements of $R$.
  To avoid confusion, I prefer 
  to denote the homomorphism
  complex  $$(M{\Rrightarrow}N)=(M{\Rrightarrow}_{\op{dgAb}}N)=\op{Hom}(M,N)$$
  It is the internal Hom of $\op{dgAb}$, but no time to dwelve into this. 
  %and our subcomplex
  %$$(M{\Rrightarrow}_{-R}N) \subset (M{\Rrightarrow}N)$$
  %is the egalisator of the two morphisms
  %of complexes $(M{\Rrightarrow}N)\ra ((M\otimes R){\Rrightarrow}N)$
  %given by precomposing with the action on $M$ and by
  %tensoring with the identity on $R$ followed by
  %postcomposing with the action on $N$.
  By definition we get $\op{dgMod}_{-R}=\mathcal Z^0\op{Mod}_{-R}^{\op{dg}}$.  
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Homotopy category and derived category of a dg-ring}]
  Given a dg-ring $R$ we define a new $\op{Ab}$-category
  $$\op{dgHot}_{-R}\pdef \mathcal H^0\op{Mod}_{-R}^{\op{dg}}$$
  This is called the {\bf homotopy category} of right dg-$R$-modules.
  It has a natural structure of triangulated category just in the
  same way as usual homotopy categories of complexes and can be localized
  at quasiisomorphisms to give a triangulated category
  $$\op{dgDer}_{-R}\pdef (\op{dgHot}_{-R})_{\op{qis}}$$
  The localization functor $Q:\op{dgHot}_{-R}\ra \op{dgDer}_{-R}$
  is fully faithful on the full subcategory with shifted copies
  of $R$ as their objects and thus is fully faithful on the triangulated
  subcategory generated by $R$ and therefore
  induces an isomorphism  on the full triangulated
  subcategories
  $\langle R\rangle^{\op{dgHot}}_\Delta\sira \langle R\rangle^{\op{dgDer}}_\Delta$
  generated by these objects. We
  denote them $$\op{dgFrot-}R\pdef \langle R\rangle^{\op{dgHot}}_\Delta=\langle R\rangle^{\op{dgDer}}_\Delta$$
  Evaluating at $1\in R$ and passing to the quotient furthermore
  gives isomorphisms
  $\op{dgDer}_{-R}(R,M)\sila \op{dgHot}_{-R}(R,M)\sira \mathcal H^0 M$.
\end{Bemerkungl}
\begin{Beispielex}[\textbf{Case of usual ring}]
  Any ring $R$ is a dg-ring concentrated in homological degree zero with
  trivial differential. Then $\op{dgDer}_{-R}=\op{Der}(\op{Mod-}R)$
  is the usual derived category of the abelian category of right $R$-modules. 
\end{Beispielex}



\begin{Bemerkungl}[\textbf{Ubiquity of dg-modules}]
  Assume $\mathcal I$ is an additive category.
  Then the category  $\op{dg}\mathcal I=\op{Ket}_{\mathcal I}$
  of complexes in $\mathcal I$ can be upgraded to a dg-category
  $\op{Ket}^{\op{dg}}_{\mathcal I}$ in the obvious way.
  Given 
   $P\in \op{Ket}_{\mathcal I}$
   a complex in $\mathcal I$ we can consider 
   its endomorphism complex
   $R\pdef \op{Ket}^{\op{dg}}_{\mathcal I}(P)$, 
  a differential graded ring. We get a dg-functor\label{Ubdg} 
  $$ \op{Ket}^{\op{dg}}_{\mathcal I}(P,\;): \op{Ket}^{\op{dg}}_{\mathcal I} \ra
  \op{Mod}^{\op{dg}}_{-R}$$ 
  It is dg-fully faithful on the full additive subcategory generated by
  the $P[n]$, basically since we have $R\sira \op{Mod}^{\op{dg}}_{-R}(R)$ by
  left multiplication. This functor
  passes down to the homotopy categories and we
  get a functor
  $$ \op{Ket}^{\op{dg}}_{\mathcal I}(P,\;): \op{Hot}_{\mathcal I} \ra \op{dgHot}_{-R}$$
  It is by \glqq dévissage\grqq\ fully faithful on the full triangulated subcategory generated
  by $P$ and induces an equivalence of triangulated categories 
  $$\langle P\rangle_\Delta^{\op{Hot}}\sirra \op{dgFrot-}R$$
\end{Bemerkungl}


\begin{Bemerkungl}[\textbf{Extension of scalars}]
  For any homomorphism of dg-rings $R\ra S$ we have the triangulated extension
  of scalars $\otimes_RS:\op{dgHot-}R\ra \op{dgHot-}S$ with $R\mapsto S$. This 
  induces a functor on homotopy free objects
  $\otimes_RS:\op{dgFrot-}R\ra \op{dgFrot-}S$. We also
  have the derived functor $\otimes^{\op{L}}_RS:\op{dgDer-}R\ra \op{dgDer-}S$.
  If our homomorphism is a quasiisomorphism $R\qri S$, then it obviously
  induces an equivalence
  $$\otimes_RS:\op{dgFrot-}R\sirra \op{dgFrot-}S$$
\end{Bemerkungl}
\begin{Bemerkungl} If our homomorphism is a quasiisomorphism $R\qri S$,
  you even get an equivalence
  $\op{dgDer}_{-S}\sirra \op{dgDer}_{-R}$ taking more
  care with infinities, but this
  needs much more work, see say 22.37 in \cite{Stacks}. 
\end{Bemerkungl}




\begin{Bemerkungl}[\textbf{Realization,  weight complex and tilting}]
  Let $\mathcal I$ be an additive category and $ T\in \op{Ket}_{\mathcal I}$
  a complex and  $R\pdef \op{Ket}_{\mathcal I}^{\op{dg}}(T)$ its
 dg-endomorphism dg-ring.
 In this case  we get an equivalence $\langle T\rangle_{\oplus}^{\op{Hot}}\sirra
 \op{Frei-}\mathcal H^0R$ by what we saw at the
   very beginning of this lecture.  
   Now for any dg-ring $R$ we have morphisms of dg-rings 
   $$\mathcal H^0R \leftarrow (\mathcal Z^0R\oplus R^{<0})\ra R$$
    and by what we saw before get a diagram of triangulated functors  
    $$\begin{array}{ccccccc}
      \op{Der}(\op{Mod-}\mathcal H^0R)&&&&&&\\
      \cup&&&&&&\\
      \op{Hot}^{\op{b}}(\op{Frei-}\mathcal H^0R)&=
      &\op{dgFrot-}\mathcal H^0R&\leftarrow
      & \op{dgFrot-}(\mathcal Z^0R\oplus R^{<0})&\ra &\op{dgFrot-}R\\
      \ua{\scriptstyle \wr\wr}&&&&&&\ua{\scriptstyle \wr\wr}\\
      \op{Hot}^{\op{b}}(\langle T\rangle_{\oplus}^{\op{Hot}}) &&&
      &&&\langle T\rangle_{\Delta}^{\op{Hot}}
    \end{array}
    $$
    If we assume in addition $\mathcal H^nR=0$ for $n\neq 0$,
    then both morphisms of dg-rings are quasiisomorphisms and
    our whole diagram consists of equivalences of triangulated categories
    and we get an equivalence
    $$ \op{Hot}^{\op{b}}(\langle T\rangle_{\oplus}^{\op{Hot}})
    \sirra \langle T\rangle_{\Delta}^{\op{Hot}}$$
    If we only assume in addition $\mathcal H^nR=0$ for $n< 0$, only
    going to the left is a quasiisomorphism and we get a functor from left
    to right. It is some sort of \glqq taking the total of a
    double complex\grqq, but beware the traps.
    If we only assume in addition $\mathcal H^nR=0$ for $n> 0$,
    its the other way round, we get a functor from right to left.
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Ubiquity of derived dg-modules}]
 Assume now $\mathcal A$ is an abelian category and $T\in \op{Ket}_{\mathcal A}$
 is a complex in $\mathcal A$ with the property that the quotient functor
 induces isomorphisms\label{udDG} 
 $$\op{Hot}_{\mathcal A}(T,[n]T)\sira \op{Der}_{\mathcal A}(T,[n]T)\quad\forall n\in\DZ$$
 For example this is the case if $T$ is a complex of injectives
 bounded below or a complex of projectives bounded above. We call  a
 complex $T$ with this property {\bf quis-end-unfolded}, meaning unfolded with respect to
 endomorphisms and localization at quasiisomorphisms.
 Then we can replace above in the upper indices
 $\op{Hot}$ by $\op{Der}$, since clearly
 localization then induces an equivalence 
 $\langle T\rangle_{\Delta}^{\op{Hot}}\sirra \langle T\rangle_{\Delta}^{\op{Der}}$
 and a forteriori  $\langle T\rangle_{\oplus}^{\op{Hot}}\sirra
 \langle T\rangle_{\oplus}^{\op{Der}}$. 
 If in addition $\op{Der}_{\mathcal A}(T,[n]T)=0$ for $n\neq 0$,
 we call such $T$  {\bf tilting}, we obtain an equivalence 
 $$ \op{Hot}^{\op{b}}(\langle T\rangle_{\oplus}^{\op{Der}})
 \sirra \langle T\rangle_{\Delta}^{\op{Der}}$$
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Variants}] 
  There are variants of these arguments replacing $T$
  with a  family of objects $(T_i)_{i\in I}$.
  In case of a finite family, we can get them very easily by
  taking $T\pdef \bigoplus T_i$ and equipping $R$ with the pairwise
  orthogonal idempotents $1_i$ and take everywhere triangulated subcategories
  generated bs the $T_i$ or the $1_iR$ and so on.
  In case of an infinite family, we should interpret $R$
  itself as a dg-category with objects $I$, no time for this.
\end{Bemerkungl}

\begin{Bemerkungl}
  If we let $T$ be a family of resolutions of perverse sheaves
  by complexes of injective sheaves bounded below, since
  perverse sheaves have no negative Ext, we get a
  functor $\op{Hot}^{\op{b}}(\op{Perv}_X)\ra \op{Der}(\op{Ab}_{/X})$. This passes
  to $$\op{Der}^{\op{b}}(\op{Perv}_X)\ra \op{Der}(\op{Ab}_{/X})$$
  and gives  the  realization
  functor of \cite{BBD}. The other case $n>0\RA \mathcal H^nR=0$ 
  leads to the weight complex functor of Bondarko.
\end{Bemerkungl}

\subsection{Formality and derived category}
\begin{Bemerkungl}[\textbf{Constant homology complexes on manifolds}]
  Let $X$ be a paracompact smooth manifold with de-Rham complex $\Omega^*(X)$.
  This is a dg-ringalgebra over $\DR$. I want to construct
  an equivalence
  $$\op{Der}(\DR\op{-Mod}_{/X})\supset \langle \DR_X\rangle_\Delta\sirra \op{dgFrot-}\Omega^*(X)$$ 
  By what we saw before, if $\DR_X\hra \mathcal I^\lhd$ is an injective
  resolution of the constant sheaf and
  $R\pdef \op{End}^{\op{dg}}(\mathcal I^\lhd)$ its endomorphism complex we
  get an equivalence
  $$\op{Der}(\DR\op{-Mod}_{/X})\supset
  \langle \DR_X\rangle_\Delta\sirra\op{dgFrot-}R$$
  Our  injective resolution factors over the de-Rham resolution as
  $\Bbb{R}_X \ra \Omega^{\ast}_{X} \overset{c}{\ra} \mathcal I^{*}$
  for some chain map $c$.
  Now  the trick is to check that
  $\op{Ket}^{\op{dg}}_{\DR_X}(\Omega_X^*,\mathcal I^*)$
  is an $R$-$\Omega^*(X)$-dg-bimodule homologically free with basis $c$
  from both sides. Then use the general statement below.
\end{Bemerkungl}

\begin{Proposition}[\textbf{Equivalences by bimodules}] Let $A,B$ be dg-rings and let $D$ be an $A$-$B$-dg-bimodule
  with $d\in \mathcal H^0D$
  such that $\mathcal H D$ is a free $\mathcal H A$-module
  with basis $d$ as well as a free right $\mathcal H B$-module
  with basis $d$.
  Then $\otimes_A^{\op{L}}D:\op{dgDer}_{-A}\ra \op{dgDer}_{-B}$ induces an
  equivalence $$\op{dgFrot-}A\sirra \op{dgFrot-}B$$
\end{Proposition}


\begin{Bemerkungl}[\textbf{Constant homology complexes on compact K"ahler manifolds}]
  In case $X$ is compact K"ahler and for complex coefficients
  some Hodge theory tricks \cite{DGMS} give us a complex dg-ringalgebra $E$
  and quasiismorphisms of dg-ringalgebras
  $$\Omega^*(X;\DC)\qli E\qri {\op{H}}^*(X;\DC)$$ Using the Lemma again, we get even  
 an equivalence
 $$\op{Der}(\DC\op{-Mod}_{/X})\supset \langle \DC_X\rangle_\Delta^{\op{Der}}
 \sirra\op{dgFrot-} {\op{H}}^*(X)$$
 for the cohomology ring viewed as a dg-ring with trivial differential.
\end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Equivariant derived category of one-point space}]
  By essentially the same method in \cite{BeLu} the authors establish for any
  compact connected Lie group $K$ an equivalence of triangulated categories
  $$\op{Der}(K\sacts\op{top})\supset \langle \DC_{K\sacts\op{top}}\rangle_\Delta
  \sirra \langle \mathcal A_K\rangle_\Delta=\op{dgFrot-}\mathcal A_K \subset \op{dgDer}_{-\mathcal A_K}$$
  where $\mathcal A_K={\op{H}}^*_K(\op{top};\DC)$ is considered as a dg-ring
  with zero differential.
  For the following we need still from \cite{BeLu} the bounded below
  variant 
$$\op{Der}(K\sacts\op{top})\supset \langle \DC_{K\sacts\op{top}}\rangle^+_\Delta
  \sirra \langle \mathcal A_K\rangle^+_\Delta\subset \op{dgDer}_{-\mathcal A_K}$$
  with the notation meaning on the right
  what is generated by $\bigoplus_{q\leq 0}\mathcal A_K[q]$
  and similarly on the other side. 
  In addition, for any homomorphism
  $\phi: K\ra L$ of connected compact Lie groups they
  then establish commutative diagrams
    \begin{displaymath}
    \xymatrix{
      \langle \DC_{L\sacts\op{top}}\rangle^+_\Delta \ar[d]_-{(\phi\sacts \op{id})^*}
      \ar[rr]^-{\approx} && \langle \mathcal A_{L}\rangle^+_\Delta
       \ar[d]^-{\otimes^{\op{L}}_{\mathcal A_L}\mathcal A_K} \\
       \langle \DC_{K\sacts\op{top}}\rangle^+_\Delta
       \ar@{=>}[urr]^{\sim}\ar[rr]^-{\approx} &&
       \langle \mathcal A_{K}\rangle^+_\Delta
    }
    \qquad
     \xymatrix{
      \langle \DC_{L\sacts\op{top}}\rangle^+_\Delta 
      \ar[rr]^-{\approx}\ar@{=>}[drr]^{\sim} &&
      \langle \mathcal A_{L}\rangle^+_\Delta
        \\
        \langle \DC_{K\sacts\op{top}}\rangle^+_\Delta\ar[rr]^-{\approx}
        \ar[u]^-{(\phi\sacts \op{id})_*}  &&
        \langle \mathcal A_{K}\rangle^+_\Delta
  \ar[u]_-{\op{res}_{\mathcal A_K}^{\mathcal A_L}}  }
  \end{displaymath}
\end{Bemerkungl}

\begin{Beispielex}[\textbf{Equivariant cohomology of homogeneous spaces}]
  Put $\iota:G\hra H$. Let $\underline{G\acts X}\pdef \DC_{G\sacts X}$
    denote the constant sheaf. 
  The obvious isomorphism
  $(\iota\acts \bar 1)^*\underline{H\acts(H/G)}\sira
  \underline{G\acts\op{top}}$ gives, since by the induction equivalence
  the adjoint has to be a quasiinverse, 
  an isomorphism
   $$(\iota\acts \bar 1)_*\underline{G\acts\op{top}}\sira
   \underline{H\acts(H/G)}$$
   Since $(\iota\acts \op{id})=(\op{id}\acts a)\circ (\iota\acts \bar 1)$
   for $a:H/G\ra \op{top}$ the constant map we deduce an isomorphism
   $$(\iota\acts \op{id})_*\underline{G\acts\op{top}}\sira
   (\op{id}\acts a)_*\underline{H\acts (H/G)}$$
   Now we know for the equivalence
   $\langle \underline{{G\acts\op{top}}}\rangle^+_\Delta
   \sirra \langle \mathcal A_G\rangle^+_\Delta$ that
   $\underline{{G\acts\op{top}}}\mapsto \mathcal A_G$. 
   Thus by the above we find 
   $$(\iota\acts \op{id})_*\underline{G\acts\op{top}}\mapsto
   \op{res}_{\mathcal A_G}^{\mathcal A_H}\mathcal A_G$$
   which together with the above reproves 
   ${\op{H}}^q_G(\op{top})\cong {\op{H}}^q_H(H/G)$.
   Now restricting again the action of $H$ to a connected closed
   subgroup  $I\subset H$ we find 
   $$(\op{id}\acts a)_*\underline{I\acts (H/G)}\mapsto 
   \mathcal A_I\otimes^{\op{L}}_{\mathcal A_H}\mathcal A_G$$ 
   If  $\mathcal A_I$ or 
   $\mathcal A_G$ is free over $\mathcal A_H$, we finally get 
   $${\op{H}}^*_I(H/G)\sira \mathcal A_I\otimes_{\mathcal A_H}\mathcal A_G$$
\end{Beispielex}

\begin{Beispielex}
  Let us compute the cohomology of the circle group $S^1$.
  We find in general ${\op{H}}^*(G;\DC)={\op{H}}^*_{1\times 1}(G;\DC)=
  \DC\otimes_{\mathcal A_G}^{\op{L}}\DC$
  to be understood in $\op{dgDer-}\mathcal A_G$ and in case $G=S^1$ we get 
  $\DC\sira \op{Keg}((t\cdot):\DC[t][-2]\ra \DC[t])$ with $\op{deg}t=2$.
  Thus  $$\DC\otimes_{\DC[t]}^{\op{L}}\DC\sira \op{Keg}(0:\DC[-2]\ra \DC)$$
  which gives back what we know already. In case of a more general connected
  compact Lie group, $\mathcal A_G$ will be a polynomial ring with
  generators in even degrees. A suitable resolution of $\DC$ can be obtained
  by tensoring over $\DC$ resultions of the type considered above and we obtain
  that ${\op{H}}^*(G;\DC)$ is an exterior algebra in generators of
  suitable odd degrees.
\end{Beispielex}




\subsection{Koszul duality}
\begin{Bemerkungl} I am not good with the history of what is called
  Koszul duality here, but \cite{BGS} is certainly an
  important part of it. Now recall from \ref{koDU} and
  \ref{KOz} what we want to prove.
\end{Bemerkungl}

\begin{Theorem}[\textbf{Koszul duality \cite{BGSo}}] Let $B$ be a Koszul ring and
  assume it is finitely generated as a $B^0$-module from the left
  as well as from the right. Assume in addition $E=E(B)\pdef \op{Ext}^*_{B}(B^0, B^0)$
  is right noetherian. Then there exists an equivalence of triangulated
  categories 
  $$K:\op{Der}^{\op{b}}(B\op{-Modfg}^\DZ)\sirra \op{Der}^{\op{b}}(\op{Modfg^\DZ-}E)$$
  with $K(M\langle j\rangle)=(KM)\langle -j\rangle[j]$. 
\end{Theorem}
\begin{Definition} A nonnegatively graded ring $B$ is
  called {\bf Koszul}, if $B^0$ is semisimple and in the abelian  category
  $B\op{-Mod}^\DZ$ of $\DZ$-graded $B$-modules we have
  $$\op{Ext}^i(B^0, B^0\langle -j\rangle)=0\;\; \text{
    unless }i=j.$$
  Here $\langle j\rangle$ means an internal, nonhomological
  grading shift normalized so that $B^0\langle -j\rangle$ is concentrated in
  the internal degree $j$. 
\end{Definition}

\begin{proof}[Proof] 
  For simplicity assume  $B^0=\DC$.  By definition,
  $B$ being a Koszul ring means the family
  of all $B^0[i]\langle -i\rangle$ is a
  tilting family in $\op{Der}(B\op{-Mod}^\DZ)$.
 We deduce with  tilting for infinite families
 an equivalence
 $$ \op{Hot}^{\op{b}}(\langle B^0[i]\langle -i\rangle\rangle_{\oplus}^{\op{Der}})
 \sirra \langle \langle B^0[i]\langle -i\rangle\rangle_{\Delta}^{\op{Der}}$$
 On the right,  we get $\op{Der}^{\op{b}}(B\op{-Modfg}^\DZ)$ by
 our finiteness assumptions on $B$. 
 On the left, we check that we have a fully faithful functor
 $$\langle B^0[i]\langle -i\rangle\rangle_{\oplus}^{\op{Der}}\vra
 \op{Modfg^\DZ-}E$$ given on the objects $B^0[i]\langle -i\rangle$ by 
 $B^0[i]\langle -i\rangle\mapsto E\langle i\rangle$ and on their
 morphisms by mapping $e: B^0[i]\langle -i\rangle\ra B^0[j]\langle -j\rangle$
 alias $e\in \op{Ext}^{j-i}_{B\op{-Mod}^\DZ}(B^0, B^0\langle i-j\rangle)$ alias
 $e\in \op{Ext}^{j-i}_B(B^0, B^0)$ alias $e\in E^{j-i}$ to left multiplication
 $(e\cdot): E\langle i\rangle \ra E\langle j\rangle$. It easily extends to
 finite direct sums of such objects 
 to give an equivalence $$\langle B^0[i]\langle -i\rangle\rangle_{\oplus}^{\op{Der}}\sirra \langle E\langle i\rangle\rangle_{\oplus}\subset \op{Mod^\DZ-}E$$
 and thus an equivalence
 $$\op{Hot}^{\op{b}}(\langle B^0[i]\langle -i\rangle\rangle_{\oplus}^{\op{Der}})\sirra \op{Hot}^{\op{b}}(\langle E\langle i\rangle\rangle_{\oplus})\subset  \op{Hot}^{\op{b}}(\op{Mod^\DZ-}E)$$
 But now the homotopy category of projective bounded complexes
 sits fully faithfully in the derived category
 $\op{Hot}^{\op{b}}(\langle E\langle i\rangle\rangle_{\oplus})\vra \op{Der}(\op{Mod^\DZ-}E)$ and by the finiteness conditions we asked for we even get an
 equivalence \begin{displaymath}\op{Hot}^{\op{b}}(\langle E\langle i\rangle\rangle_{\oplus})\sirra \op{Der}^{\op{b}}(\op{Modfg^\DZ-}E)
 \end{displaymath}
 To determine the effect of the internal grading shift, we
 calculate $(B^\circ [i]\langle -i\rangle)\langle j\rangle=
 (B^\circ [i-j]\langle j -i\rangle)[ j]$ which gets mapped to
 $(E\langle i -j\rangle)[ j]=(E\langle i\rangle)\langle -j\rangle[ j]$. 
\end{proof}





\begin{Bemerkungl}[\textbf{Koszulity for category $\mathcal O_0$}]
  Let  $A\pdef \op{End}_{\mathfrak g}(\bigoplus_{x\in W}{\op{P}}_x)$ be our ring
  describing the principal block $\mathcal O_0$ and choose
  a grading and an autoduality isomorphism
  $$A\sira E(A^{\op{opp}})$$ of graded rings  as in 
  \ref{vDs} with $1_x\mapsto 1_{xw_0}$ in degree zero.
  To prove $B\pdef A^{\op{opp}}$ is Koszul we apply the numerical Koszulity
  criterion in its variant \ref{ncKv}.
  Geometric arguments to be discussed later allow us
  to express the generating functions ${\op{P}}_B$ and ${\op{P}}_{E(B)}$ by
  Kazhdan-Lusztig polynomials. The inversion formulas for
  Kazhdan-Lusztig polynomials then show ${\op{P}}_B(t){\op{P}}_{E(B)}(-t)^\top=\op{I}$
  and this does the trick. 
\end{Bemerkungl} 


\begin{Bemerkungl}[\textbf{Koszul duality for category $\mathcal O_0$}]
(\cite{BGi}, proved in \cite{BGSo}.)   Let  $A\pdef \op{End}_{\mathfrak g}(\bigoplus_{x\in W}{\op{P}}_x)$ be our ring
  describing the principal block $\mathcal O_0$ with $1_x$ the projector onto   $P_x$ and choose
  a grading and an isomorphism
  $$A\sira E(A^{\op{opp}})$$ of graded rings  as in 
  \ref{vDs} with $1_x\mapsto 1_{xw_0}$ in degree zero as before.
  We now know $B\pdef A^{\op{opp}}$ is Koszul and by Koszul duality
  \ref{koDU} we get
  an equivalence of triangulated categories  
  $$K: \op{Der}^{\op{b}}(\op{Modfg^\DZ-}A)\sirra \op{Der}^{\op{b}}(\op{Modfg^\DZ-}A)$$
  We know an equivalence $\mathcal O_0\sirra \op{Modfg-}A$ with
  $P_x\mapsto 1_xA$ and $L_x\mapsto 1_xA^0$. Let us define
  $$\mathcal O_0^\DZ\pdef \op{Modfg^\DZ-}A$$
  to be the {\bf $\DZ$-graded version of $\mathcal O_0$}. The simple
  objects of $\mathcal O_0^\DZ$ are the $L_x^\DZ\pdef 1_xA^0$ and their
  shifts, so in total all the  $\langle \gamma\rangle L_x^\DZ$ for $x\in W$ and $\gamma\in \DZ$.
  Their projective covers are the $P_x^\DZ\pdef 1_xA$ and their shifts. 
  Under Koszul duality by \ref{kdso} we
  find  $$K:\langle \gamma\rangle L_{xw_0}^\DZ \;\mapsto\; \langle -\gamma\rangle [\gamma] P_x^\DZ$$
  Now assume $K:I\mapsto L_{x}^\DZ$ for some unknown object $I$ of the
  derived category. We deduce $\op{Der}(\langle \gamma\rangle [n]L_{yw_0}^\DZ,I)\cong
  \op{Der}(\langle -\gamma\rangle [n+\gamma]P_{y}^\DZ,L_{x}^\DZ)$ is onedimensional
  for $x=y$ and $n=\gamma=0$ and zero else. Some fiddling shows $I$ must be the injective
  hull $I=I_{xw_0}^\DZ$ of $L_{xw_0}^\DZ$ and  we get
  $$K: \langle \gamma\rangle I_{xw_0}^\DZ \;\mapsto\; \langle -\gamma\rangle [\gamma] L_x^\DZ$$
  This much can also be shown in the generality of Koszul rings. Special to our situation
  is the interpolation
  $$K: \langle \gamma\rangle \nabla_{xw_0}^\DZ \;\mapsto\;
  \langle -\gamma\rangle [\gamma] \Delta_x^\DZ$$
  of the above statements, so dual Vermas go to Vermas.
  We deduce
  $$\op{Ext}^n_{\mathcal O^\DZ_0}(L_{xw_0}^\DZ,  \langle \gamma\rangle \nabla_{yw_0}^\DZ)
  = \op{Der}(L_{xw_0}^\DZ,  [n]\langle \gamma\rangle \nabla_{yw_0}^\DZ)
  \sira \op{Der}(P_{x}^\DZ,  [n+\gamma]\langle -\gamma\rangle \Delta_{y}^\DZ)$$
  so that this is only nonzero in case $n+\gamma=0$
  and then taking dimensions we find
  $$\op{dim}\op{Ext}^n_{\mathcal O_0}(L_{xw_0},   \nabla_{yw_0})
  =\op{dim}\op{Ext}^n_{\mathcal O^\DZ_0}(L_{xw_0}^\DZ,  \langle -n\rangle \nabla_{yw_0}^\DZ)
  =   [\langle n\rangle \Delta_{y}^\DZ: L_{x}^\DZ]$$
  The left hand side is known to be given by some Kazhdan-Lusztig polynomials,
  which when evaluated at $1$ and multiplied by $(-1)^n$ give the inverse transpose to the
  matrix  of multiplicities  $ [ \Delta_{yw_0}^\DZ: L_{xw_0}^\DZ]$. In this way we see the whole
  theory can be interpreted as a categorification of the inversion formulas
  for Kazhdan-Lusztig polynomials and the graded structure can be interpreted as explaining
 how  the coefficients of Kazhdan-Lusztig polynomials are actual multiplicities. 
\end{Bemerkungl}

\newpage

\section{Sixth lecture on Koszul duality, July 12}

\subsection{Motivic methods}
\begin{Bemerkungl} As you can see in \cite{BGi} this
  was part of Beilinson's vision
  from the very beginning. Now new developments in the theory of motives
  made it possible to get a simplified view on it, if you are willing
  to accept on faith these new methods, as in my own case
  by lack of competence. 
\end{Bemerkungl}
\begin{Bemerkungl} As explained in \cite{SVW,HoLi}, it is possible to
  construct in many situations 
  so-called \glqq $\DZ$-graded versions\grqq\ of
  equivariant derived categories by artificially killing
  all extensions between Tate motives. I will mostly cite
  \cite{SVW} only since I know it better. 
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Mixed things}] Let $G\acts X$ be an affine complex
  algebraic group acting on a complex variety with finitely many orbits.
  Under the additional  \glqq Whitney-Tate\grqq\ condition WT,
  which is satisfied notably in the case of the parameter spaces of ABV,
  we construct in \cite{SVW} by motivic methods a
  \glqq mixed Tate version\grqq\ $\op{MTDer}_{G\sacts}(X)$ of the
  equivariant derived category. This is a triangulated category
  with an additional automorphism $(1/2)$ called the \glqq root of
  Tate twist\grqq. 
  We also construct a triangulated functor
  $$v:\op{MTDer}_{G\sacts}(X) \ra \op{Der}_{G\sacts}(X)$$ along with
  isomorphisms $v\mathcal F(1/2)\sira v\mathcal F$ such that
  $$\bigoplus_{i\in \DZ} \op{MTDer}_{G\sacts}(\mathcal F,\mathcal G(i/2))
  \sira\op{Der}_{G\sacts}(v\mathcal F,v\mathcal G)$$
  for any two objects $\mathcal F,\mathcal G$ of our new categories.
  Our new categories admit a \glqq weight structure\grqq\ and
  any simple perverse object $\mathcal L^\pi\in \op{Per}_{G\sacts}(X)$
  admits a unique lift of \glqq weight zero\grqq\
  $\mathcal L^\pi\in \op{MTDer}_{G\sacts}(X)_{\op{wt}=0}$. Furthermore
  $$\op{MTDer}_{G\sacts}(X)_{\op{wt}=0}=
 \big\langle \mathcal L^\pi[i](i/2)\mid
 i\in \DZ,\pi\in \op{Par}_{G}(X)\big\rangle_\oplus$$
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Pointwise purity and tilting}] Let $G\acts X$ be an affine complex
  algebraic group acting on a complex variety with finitely many orbits.
  In addition to the  Whitney-Tate-condition WT, let us ask for the
  \glqq pointwise purity\grqq\ condition PP, 
  which also is satisfied notably in the case of the parameter spaces of ABV.
  Assuming WTPP, we can show
  $$\op{MTDer}_{G\sacts}(\mathcal L^\pi,\mathcal L^\tau[i](j/2))=0\quad\text{ unless }i=j.$$
 In other words, $\op{MTDer}_{G\sacts}(X)_{\op{wt}=0}$ is a tilting family, and
 since the relevant finiteness conditions are satisfied, we find that tilting
 gives a triangulated equivalence
 $$\op{Hot}^{\op{b}}(\op{MTDer}_{G\sacts}(X)_{\op{wt}=0})\sirra
 \op{MTDer}_{G\sacts}(X)$$
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Moral}]
  I see this as a wonderfully explicit way to explain the
 \glqq unreasonable effectiveness of intersection cohomology in
 representation theory\grqq: The intersection cohomology understands the
 whole equivariant derived category, which  is such a natural object,
 that its appearence doesn't need further justification. Well, and if you still insist on further justification, I might invoke Grothendiek's function-sheaf
 correspondence. From my point of view, this is the essence of
 the appearence of Koszul duality in representation theory.
\end{Bemerkungl}

\begin{Bemerkungl}[\textbf{Significance of equivariant Ext-algebra}]
  In the same way as discussed in the proof of Koszul duality for
  Koszul rings, we obtain under WTPP an equivalence
  $$\op{MTDer}_{G\sacts}(X)_{\op{wt}=0}\sirra \op{Frei^\DZ-}\op{Ext}_G(X)$$
  where we see $E\pdef \op{Ext}_G(X)$ as a $\DZ$-graded ring with
  a decomposition  $1=\sum 1_\pi$ into pairwise orthogonal idempotents
  and denote by $\op{Frei^\DZ-}E$ in such a case
  $\langle 1_\pi E\langle i\rangle\rangle_{\oplus}\subset \op{Mod^\DZ-}E$.
  Since the homotopy category of projective objects is fully faithful in
  the derived category, we find the upper row of the diagram
  \begin{displaymath}
    \xymatrix{\op{Hot}^{\op{b}}(\op{MTDer}_{G\sacts}(X)_{\op{wt}=0})\ar[d]^\approx\ar[r]^-\approx& \op{Hot}^{\op{b}}(\op{Frei^\DZ-}E)\ar[d]^\approx\ar@{^{(}->}[r]^-\sim& \op{Der}(\op{Mod^\DZ-}E)\\
 \op{MTDer}_{G\sacts}(X)\ar@{-->}[r]^-\approx_-K&\op{Der}^{\op{b}}(\op{Modfg^\DZ-}E)\ar[ru]     
}
  \end{displaymath}
  where the left vertical comes from before and the right vertical
  to be an equivalence needs some finiteness conditions satisfied in
  our situations. Since morally $(i/2)=\langle -i\rangle$ we get for $K$
  the lower horizontal $K(M(i/2))=(KM)\langle i\rangle[-i]$.
\end{Bemerkungl}

\begin{Beispielex}[\textbf{Groups acting on the one-point variety}] 
  We find an equivalence $\op{MTDer}_{\sacts \DC^\times}(\op{var})
  \sirra  \op{Der}^{\op{b}}(\op{Modfg^\DZ-}\DC[t])$ with $t$
  a free variable of degree $\op{deg}t=2$ for the multiplicative
  group $\DC^\times$ acting on the one-point variety $\op{var}$. This is
  to be compared with the equivalence
 $$\op{Der}(S^1\acts\op{top})\supset \langle \DC_{S^1\sacts\op{top}}\rangle_\Delta
  \sirra \langle \DC[t]\rangle_\Delta=\op{dgFrot-}\DC[t]
  \subset \op{dgDer}_{-\DC[t]}$$ from \cite{BeLu} we discussed before.
  Similarly, we get for $G$
  any connected  complex algebraic
  group
   $$\op{MTDer}_{\sacts G}(\op{var})
  \sirra  \op{Der}^{\op{b}}(\op{Modfg^\DZ-}\mathcal A_G)$$
  In a way, the end result looks nicer, but there is quite some
  hidden work going into the construction of $\op{MTDer}$.
\end{Beispielex}
\begin{Beispielex}[\textbf{Cohomology of a group}] 
Together with
  the obvious extensions of the change-of-group results of \cite{BeLu} also
  proven in \cite{SVW}, we see we
  can indeed calculate the cohomology of $G$ as an
  ordinary torsion group 
  $\DC\otimes_{\mathcal A_G}^{\op{L}}\DC$ in the category of graded
  $\mathcal A_G$-modules, if we take afterwards the total of this bigraded
  space in the correct way. More precisely
  consider the diagram
  $$\begin{array}{ccccc}
    1\acts \op{var}&\ra &G\acts G&\leftarrow &1\acts G\\
    \parallel&&\da&&\da\\
    1\acts \op{var}&\ra &G\acts \op{var}&\leftarrow& 1\acts \op{var}
  \end{array}$$ of spaces with action. Pushing forward the constant sheaf under
  the
  left  upper horizontal we again get a constant sheaf, as
  pulling back in an (induction) equivalence, maps constant to constant and
  in adjoint, hence quasiisomorphic. Now in the left square pushing
  forward in the horizontals commutes with pushing down in the verticals.
  Similarily, in the right square, pulling back in the horizontals,
  a change of group, commutes with pushing down in the verticals. In the
  end we see that extending the group action and restricting again to the
  trivial group in the lower horizontal gives the cohoomology of the space
  $G$. Now under Koszul duality extension of the group action under $G\ra H$
  corresponds to restriction from  $\mathcal A_H$ to $\mathcal A_G$ and
  restriction of the group action  corresponds to
  $\otimes^{\op{L}}_{\mathcal A_H}\mathcal A_G$. Thus under Koszul duality 
  $$K:\op{fin}_*\underline G \mapsto \DC\otimes_{\mathcal A_G}^{\op{L}}\DC$$
  This is Koszul duality over a one-point variety with no group acting.
  To get
  ${\op{H}}^i(G)$, we have to add all parts of
  double degree $(i, j/2)$ on the left, thus all parts of
  double degree $(i-j, j)$ on the right for the first degree homological, the
  second internal. In case $G=\DC^\times $ we find $\mathcal A_G=\DC[t]$ with
  $\op{deg}(t)=2$ and $\DC\otimes_{\DC[t]}^{\op{L}}\DC =
  \DC^{(0,0)}\oplus \DC^{(-1,2)}$ is twodimensional sitting in bidegrees
  $(0,0)$ and $(-1,2)=(1-2,2)$ and we find again the cohomology of $\DC^\times$
  as we know and love it. 
\end{Beispielex}

  \begin{Bemerkungl}[\textbf{Categorification of the Hecke algebra}]
    We take $G\supset B$ a complex connected reductive group and get
    equivalences 
$$\op{MTDer}_{(B\times B)\sacts}(G)_{\op{wt}=0}\sirra\op{Der}^{\op{c}}_{(B\times B)\sacts}(G)_{\op{ss}} \sirra  S\op{-SMod^\DZ-}S$$
    to special bimodules by our forgetting functor $v$ and hypercohomology,
    as discussed by Peng  with $S\pdef \mathcal A_B$ a polynomial ring
    with its variables in degree two. We take the bounded homotopy catgories and
    together with tilting deduce
    an equivalence
    $$\op{MTDer}_{(B\times B)\sacts}(G) \sirra  \op{Hot}^{\op{b}}(S\op{-SMod^\DZ-}S)$$
    We can even show the geometric convolution  $*_B$ corresponds to
    $\otimes_S$ here. 
    Now the right hand bimodule side is more accessible to direct calculations
    and the left hand geometric side is what morally one might want to call a
    categorification of the Hecke algebra. Some things are also
    easier to check on the geometric side.
    Consider for example on the bimodule side the so-called Rouqier complexes
    $(S\otimes_{S^t} S[0]\ra S)$ and $(S\ra S\otimes_{S^t} S[0])$
    for  simple reflections $t$. They
    correspond on the geometric side to $j_!\underline{BtB}$ and $j_*\underline{BtB}$.
    Now it is known that if $st\ldots p=w$ is a 
    shortest expression of some element $w\in W$, then the multiplication map
    is an isomorphism
    $$BsB\times_{/B}BtB\ldots \times_{/B} BpB\sira
     BwB$$ 
    and geometric convolution will give us 
     $j_!\underline{BsB}\ast_B j_!\underline{BtB}\ldots \ast_{B} j_!\underline{BpB}\sira
    j_!\underline{BwB}$. This explains why Rouquier complexes satisfy braid
    relations and proves it
    for cristallographic Coxeter groups. Rouquier proved this
    even for arbitrary Coxeter groups by explicit algebraic calculations.
    I bet he was motivated by these ideas, which were difficult to turn
    into a real proof at the time.
  \end{Bemerkungl}
\begin{Bemerkungl}[\textbf{Knot homology}] 
  Some of you might now this gives a nice access 
    to Khovanov's knot homology.  Namely, given a braid $b$ in $n$ strands,
    construct a complex of special
    bimodules $F(b)$ for the symmetric group $S_n$ by tensoring Rouquier complexes,
    take one for overcrossing and the oher for undercrossing. Then take
    the complexes $${\op{HH}}_i(F(b))$$ and their homology $\mathcal H^j({\op{HH}}_iF(b))$
    and show this only depends on the oriented link obtained by closing the braid $b$.
    Since our bimodules have interal grading, this is a triply graded vector space,
    the triply graded link homology. 
     \end{Bemerkungl}
  \begin{Bemerkungl}[\textbf{Categorifying inversion formulas
        for KLV-polynomials}]
    Let us get back to our main conjecture.
    It said $$\mathcal M_\chi(G)\cong \op{Nil-}(\op{Ext}_{G^\vee}X(\chi))$$
    where on the left we have to consider representations of a whole
    bunch of real forms, as explained by \cite{ABV} in all  detail.
    Let us put $E\pdef \op{Ext}_{G^\vee}X(\chi)$. 
    Sure enough, $G^\vee\acts X(\chi)$ has the WTPP property, so we have, as explained
    under the heading of significance of the Ext-algebra,
    the Koszul duality equivalence in the horizontal of the diagram
    \begin{displaymath}
    \xymatrix{
      \op{MTDer}_{G^\vee\sacts}(X(\chi))\ar[r]^-\approx_-K
      &\op{Der}^{\op{b}}(\op{Modfg^\DZ-}E)\ar[r]&\op{Der}^{\op{b}}(\op{Modfg-}E)\\
      &\op{Modfd^\DZ-}E\ar[r]\ar[u]&\op{Nil-}E\ar[u]
    }
  \end{displaymath}
  By construction $K:\mathcal L^\pi\mapsto 1_\pi E$.
  Introduce the $\DZ[v,v^{-1}]$-valued
    Euler characteristic form in the upper middle by
  $$\op{Eu}(M,N)\pdef \sum_{i,j}(-1)^iv^j\op{dim}_\DC
  \op{Der}(M,N[i]\langle j\rangle)$$
  for some variable $v$.
  If we let $L_\pi\pdef 1_\pi E^0$ correspond to the irreducible
  representations, we get $$\op{Eu}( K\mathcal L^\pi,L_\tau)= \op{Eu}( 1_\pi E,L_\tau)=\delta_{\pi,\tau}$$
  Now let us hope that the standard representation $M_\pi$
  having $L_\pi$ as a unique simple subobject also lifts to a
  $\DZ$-graded object $M_\pi\in \op{Modfd^\DZ-}E$. This follows
  from \cite{SVW} at least in the case of trivial central character.
  On the other hand consider the standard object
  $\mathcal M^\pi\pdef j_*\tau[\op{dim}Y]\in \op{MTDer}$, please excuse
  the accidents of notation $j:Y\hra X(\chi)$ and $\pi=(Y,\tau)$, so
  $j\neq j$ and
  $\tau\neq \tau$ locally.
  I conjectured in \cite{So-L} what can now be written 
  $$\op{Eu}( K\mathcal M^\pi,M_\tau)= \delta_{\pi,\tau}$$
  and want to explain how this would categorify the inversion formulas
  for KLV-polynomials. 
 \end{Bemerkungl}
  \begin{Bemerkungl}[\textbf{Interlude on inversion formulas from linear algebra class}]
    Recall the linear algebra class. Given a
    linear map $f:V\ra W$ of finite dimensional vector spaces
    and ordered bases $\mathcal A, \mathcal B$ of $V,W$ and 
    $f^\ttop:W^*\ra V^*$ the transposed map, then for the matrices we have
    $$_{\mathcal A^\ttop}[f^\ttop]_{\mathcal B^\ttop}=(_{\mathcal B}[f]_{\mathcal A})^\ttop$$
    For $V=W$ and $f=\op{id}$ we get the inversion formula
    $$_{\mathcal A^\ttop}[\op{id}]_{\mathcal B^\ttop}=((_{\mathcal A}[\op{id}]_{\mathcal B})^\ttop)^{-1}$$
    In words, the transition matrix between dual bases is inverse transpose
    to the transition matrix of the original bases.
  \end{Bemerkungl}
  \begin{Bemerkungl}[\textbf{Inversion formulas for KLV-polynomials}]
    Well, this was a good warm-up.
    Now write in the respective Grothendieck groups 
  $$\begin{array}{lll}
      [M_\pi]&=& \sum [M_\pi:L_\tau\langle j\rangle]\;[L_\tau\langle j\rangle]
      \\[2mm]
       [\mathcal M^\rho]&=& \sum [\mathcal M^\rho:\mathcal L^\sigma(i/2)]\;[\mathcal L^\sigma(i/2)]
    \end{array}
$$
    Pairing the left hand sides moved with $K$  and the right hand sides
    using the Euler pairing $\op{Eu}$ we find that our conjecture implies
    $$\begin{array}{lll}
      \delta_{\pi,\rho}&=& \sum \;[\mathcal M^\rho:\mathcal L^\sigma(i/2)]\;[M_\pi:L_\tau\langle j\rangle]\op{Eu}(K(\mathcal L^\sigma(i/2)), L_\tau\langle j\rangle)\\[2mm]
      &=& \sum (-1)^i[\mathcal M^\rho:\mathcal L^\tau(i/2)]\;[M_\pi:L_\tau\langle i\rangle]
    \end{array}$$
    since $K(\mathcal L^\sigma(i/2))=(K\mathcal L^\sigma)[-i]\langle i\rangle$.
    These finally are Vogan's inversion formulas. 
  \end{Bemerkungl}
  \begin{Bemerkungl}[\textbf{Eberhardt's K-theory version}] 
    As explained in \cite{EbK} 1.6, what Peng explained can be understood
   as a variant of an equivalence 
   $$\op{DK}(B\backslash G/B;\DQ)\sirra \op{D}_{\op{mon}}(U^\vee\backslash G^\vee(\DC)/U^\vee;\DQ)$$
   between K-motives on the finite Hecke stack and monodromic sheaves
   on the Langlands dual.  The proof follows the bimodule ideas. 
   Letting $\theta$ be the holomorphic Cartan
   involution corresponding to a real form,
   the version for real reductive groups then would be, that is the claim and conjecture,
   $$\op{DK}([B\backslash G/B]^{h\theta})\sirra \op{D}_{\op{mon}}([U^\vee\backslash G^\vee/U^\vee]^{h\theta^\vee}(\DC))$$
   with the upper index $h\theta$ meaning homotopy fixpoints. I am fascinated
   and in fact believe this is the way to go, although I hardly understand
   what it all means.
   For the next summer school, but not to be explained by me!
  \end{Bemerkungl}
\newpage


  

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