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\title[]{~\\[2ex]
The Hecke Algebra and its Categorification}
\author[]{Wolfgang Soergel}
\institute[]{\inst{}
   Mathematisches Institut\\
  Universit\"at Freiburg\\[4ex]

\vspace*{.9cm}
%\textcolor{red}{\\ allgemeine Fragen/Hinweise hier positionieren}
  }

\date[]{\small \hbox{Januar 2015}}

\beamersetuncovermixins{\opaqueness<1>{25}}{\opaqueness<2->{15}}
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\titlepage
\begin{frame}
The formalism of Hecke algebras\\[3mm]
  \begin{itemize}
\item  $G$ finite group,  $(\DZ G,\ast)$ group ring 
\\[2mm]\item  $B\subset G$ subgroup, $^B(\DZ G)^B$ the $B$-biinvariant functions,
stable under $\ast$ and under $\ast_B\pdef \ast/|B|$
\\[2mm]\item 
$\mathcal H=\mathcal H(G,B)\pdef (^B(\DZ G)^B,\ast_B) $
the {\bf Hecke algebra}
\\[2mm]\item  Unit element  the characteristic function 
$\underline B=1_{\mathcal H}$
 of $B$
\\[2mm]\item  $\DZ$-basis of $\mathcal H$ are the characteristic functions
$\underline D$ for $D$ runnig over all 
double cosets
\\[2mm]\item 
For $V$ a $G$-module $V^B$ is an $\mathcal H$-module
 \end{itemize}
  \end{frame}


  \begin{frame}
The algebra of Hecke operators\\[3mm]
    \begin{itemize}
    \item  $G=\op{GL}(2;\DR)^+$ acts on the upper half plane $\mathbb H^+$
   \\[2mm] \item  $G=\op{GL}(2;\DR)^+$ acts on 
$\mathcal O^{\op{an}}(\mathbb H^+)(\diff z)^{\otimes k}$
\\[2mm]\item  Take $B=\op{SL}(2;\DZ)$
\\[2mm]\item  $\mathcal H(G,B)$ acts on 
$\left(\mathcal O^{\op{an}}(\mathbb H^+)(\diff z)^{\otimes k}\right)^{\op{SL}(2;\DZ)}$
\\[2mm]\item  These are the classical Hecke operators acting on modular functions
\\[2mm]\item  Sure these groups are infinite. Then
 should use the more general definition
$$\cal{H} (G,B) \pdef
\op{End}^{G}_\DZ(\op{prod}^{G}_{B} \DZ)^{\op{opp}}$$
\end{itemize}
  \end{frame}


\begin{frame}
Towards the Iwahori-Matumoto Hecke algebras\\[3mm]
  \begin{itemize}
  \item  Take  $G=\op{GL}(n;\mathbb F_q)$ and $ B$ upper triangular 
matrices  
\\[2mm]\item  Bruhat decomposition 
$G=\bigsqcup_{x\in W}BxB$ for $W= \mathcal S_n$ the permutation matrices
\\[2mm]\item 
The $T_x\pdef \underline{BxB}$ form a basis of the Hecke algebra
\end{itemize}
 \end{frame}
\begin{frame}
  For $s\in S\pdef\{(i,i+1)\text{ transposition}\mid 1\leq i<n\}$
know $B\sqcup BsB\pdef P_s\subset G$ is a subgroup and $|P_s/B|=q+1$\\
For example here is $P_{(2,3)}$:
\begin{Bild} 
\includegraphics[height=0.6\textheight]{SkriptenBilder/BildMiPa}
\end{Bild}
\end{frame}

\begin{frame}
Towards generators and relations of Hecke algebras\\[3mm]
\begin{itemize}
  \item  For $s\in S$
know $B\sqcup BsB\pdef P_s\subset G$ is a subgroup and $|P_s/B|=q+1$
\\[2mm]\item  Deduce $(T_s+1)^2=(q+1)(T_s+1)$ and thus $T_s^2=(q-1)T_s +q$ for $s\in S$
\\[2mm]\item  Let $l(x)$ number of Fehlst\"{a}nde of $x$
\\[2mm]\item  $BxB\times_B ByB\sira BxyB$ if $l(x)+l(y)=l(xy)$
\\[2mm]\item  Deduce $T_xT_y=T_{xy}\quad$   if $l(x)+l(y)=l(xy)$
\\[2mm]\item  Deduce
$T_xT_y=\sum_z c_{x,y}^z(q)T_z$ with $c_{x,y}^z$ polynomial in $q$
 \end{itemize}
 \end{frame}

 \begin{frame}
Generic Hecke algebra\\[3mm]
   \begin{itemize}
   \item  Generic Hecke algebra $\mathcal H\pdef \bigoplus_{x\in W}
 \DZ[q] T_x$ with 
$T_s^2=(q-1)T_s +q$ for $s\in S$ and $T_xT_y=T_{xy}$   if $l(x)+l(y)=l(xy)$
\\[2mm]\item  Called {\bf Iwahori-Matsumoto} Hecke algebra
\\[2mm]\item  Specializes to group ring $\DZ\mathcal S_n$ for $q\mapsto 1$
\\[2mm]\item  $\mathcal H$ might be thought of as quantization of $\DZ\mathcal S_n$
\\[2mm]\item  We want to discuss the categorification of $\mathcal H$
\\[2mm]\item  One application is to refine knot polynomials to knot homology
   \end{itemize}
 \end{frame}


 \begin{frame}
  Coxeter System\\[3mm]
 \begin{itemize}
\item  A Coxeter System $(W,S)$ is a group $W$ with a finite subset $S\subset W$
such that $W$ is generated by $S$ subject to the only relations 
 $$(st)^{m(s,t)}=e$$ for some symmetric matrix 
$m:S\times S\ra \DZ_{\geq 1}\sqcup\{\infty\}$ which is $1$ on the diagonal and
$>1$ off the diagonal
\\[2mm]\item 
For $x\in W$ put $l(x)$ minimal number of $s\in S$ needed to express $x$
\\[2mm]\item 
Any finite group $W$ generated by reflections
is always part of a Coxeter system $(W,S)$  \end{itemize}
 \end{frame}


\begin{frame}
   \begin{itemize}
 \item  For any Coxeter System $(W,S)$ there is a
Hecke algebra $\mathcal H=\mathcal H(W,S)\pdef \bigoplus_{x\in W}
 \DZ[q] T_x$ with 
$$T_s^2=(q-1)T_s +q\text{ for }s\in S$$ 
$$T_xT_y=T_{xy}\text{ if }l(x)+l(y)=l(xy)$$
\\[2mm]\item  Called {\bf Iwahori-Matsumoto} Hecke algebra
\\[2mm]\item  Specializes to group ring $\DZ W$ for $q\mapsto 1$  
\end{itemize}
 \end{frame}


\begin{frame}
   Alternative description of the 
Hecke algebra $\mathcal H(W,S)$ as $\DZ[q]$-ringalgebra with 
generators $T_s$ for $s\in S$ subject to the relations 
$T_s^2=(q-1)T_s +q$ and braid relations
$$T_sT_t\ldots =T_tT_s\ldots$$
 with $m(s,t)$ factors on both sides
 \end{frame}

\begin{frame}
 Categorification of Hecke algebra $\mathcal H(W,S)$ by bimodules\\[3mm]
 \begin{itemize}
\item  Let $(W,S)$ be a Coxeter system
 \\[2mm]\item  Choose a representation $W\looparrowright V$
wich is
\begin{itemize}
\item  finite dimensional
\\[2mm]\item  over an infinite field $k$ with $\op{char}k\neq 2$
\\[2mm]\item  exactly the conjugates $t=wsw^{-1}$
of elements of $s\in S$ have fixed point spaces of codimension one
\end{itemize}
\item  Call such a representation {\bf reflection faithful}
\\[2mm]\item  Typical example: Symmetric group $\mathcal S_n$ permuting 
the coordinates of $k^n$
\end{itemize}
 \end{frame}

\begin{frame}
 Categorification of Hecke algebra $\mathcal H(W,S)$ by bimodules\\[3mm]
 \begin{itemize}
\item  Choose  $W\looparrowright V$ reflection faithful
representation
\\[2mm]\item  Put $R\pdef \mathcal O(V)$ a polynomial ring
\\[2mm]\item  Let $R\op{-Mod_\DZ-}R$ be the category of $\DZ$-graded $R$-bimodules
or more precisely $R\otimes_kR$-modules
\\[2mm]\item  Let $$R\op{-Modbf_\DZ-}R$$ be the subcategory of graded
 bifinite
bimodules
\\[2mm]\item   Bifinite means finitely generated from the left and from the right
\end{itemize}
 \end{frame}

\begin{frame}
 Categorification of Hecke algebra $\mathcal H(W,S)$ by bimodules\\[3mm]
 \begin{itemize}
\item  Let $\langle R\op{-Modbf_\DZ-}R\rangle $ be the split Grothendieck group
\\[2mm]\item  It becomes a ring under $\otimes_R$
\\[2mm]\item  {\bf Categorification Theorem:} There is exactly one ring homomorphism 
$$\mathcal E :\mathcal H \ra \langle R\op{-Modbf_\DZ-}R\rangle$$
such that we have  $\mathcal E (T_{s}+1) =
\langle R \otimes_{R^{s}} R\rangle \; \forall s \in \mathcal S$ and
$\mathcal E (q) = \langle R\langle -1\rangle\rangle$
\\[2mm]\item  Notation $(M\langle n\rangle)_i=M_{i+n}$ for grading shift
\end{itemize}
 \end{frame}



\begin{frame}
Sketch of proof of bimodule-categorification\\[3mm]
 \begin{itemize}
\item  Recall quadratic relation $T_s^2=(q-1)T_s +q$ 
\\[2mm]\item  Rewrite to $(T_s+1)^2=(q+1)(T_s+1)$
\\[2mm]\item  Need  $\langle R \otimes_{R^{s}} R\rangle^{2}=
\langle R\langle -1\rangle \oplus R\rangle\langle R \otimes_{R^{s}} R\rangle$
\\[2mm]\item   $( R \otimes_{R^{s}} R)\otimes_R( R \otimes_{R^{s}} R)\cong 
( R\langle -1\rangle \oplus R)\otimes_R( R \otimes_{R^{s}} R)$
\\[2mm]\item  $ R \otimes_{R^{s}} R \otimes_{R^{s}} R\cong 
 (R \otimes_{R^{s}} R)\langle -1\rangle \oplus (R \otimes_{R^{s}} R)$
\\[2mm]\item  Follows from recalling in the middle left\\ 
$R=\alpha R^s\oplus R^s\cong  R^s\langle -1\rangle\oplus R^s$ 
\\with $\alpha\in V^\ast$ 
equation of $V^s$
\\[2mm]\item  So only need to check braid relations for bimodules
\\[2mm]\item  Need only to argue for dihedral groups. Omitted.
\end{itemize}
 \end{frame}

 \begin{frame}
  Categorification of Kazhdan-Lusztig basis\\[3mm]
   \begin{itemize}
 \item  Extend scalars in Hecke algebra $\mathcal H$ 
from $\DZ[q]$ to $\DZ[v,v^{-1}]$ by $q=v^{-2}$
 \\[2mm]\item   Kazhdan-Lusztig constructed a canonical 
basis $(C_x)_{x\in W}$ of $\mathcal H_v$ as a $\DZ[v,v^{-1}]$-module
 \\[2mm]\item  Regrade $R$ to sit only in even degrees to get 
categorification map $\mathcal E: \mathcal H_v\ra \langle R\op{-Modbf_\DZ-}R\rangle$
 \\[2mm]\item  
{\bf Indecomposable Bimodule Theorem:} 
There exist indecomposable bimodules $B_x\in R\op{-Modbf_\DZ-}R$ such that 
$\mathcal E(C_x)=\langle B_x\rangle$
\\[2mm]\item  In words: The elements 
of the Kazhdan-Lusztig canonical basis
correspond under the categorification theorem to indecomposable bimodules
   \end{itemize}
 \end{frame}



\begin{frame}
  Definition of Kazhdan-Lusztig basis\\[3mm]
   \begin{itemize}
\item  Put $H_x=v^{l(x)}T_x$ 
 \\[2mm]\item  $C_x \in H_x +\sum_y v\DZ[v]H_y$ and 
$d(C_x)=C_x$ is selfdual, uniquely determines the canonical basis element $C_x$ 
 \\[2mm]\item  Duality $d:\mathcal H_v\ra \mathcal H_v$
 the  unique ring automorphism, 
which fixes $H_s+v$ for $s\in S$ and maps $d:v\mapsto v^{-1}$
  \\[2mm]\item  
In particular $C_s=H_s+v$ for $s\in S$ a simple reflection
 \end{itemize}
 \end{frame}

\begin{frame}
   Discussion of categorification of KL-basis
  \begin{itemize}
\item 
Take simple reflections $s,t,\ldots,u\in S$
\\[2mm]\item 
Form the bimodules $R\otimes_{R^s}R\otimes_{R^t}R\ldots\otimes_{R^u}R$
\\[2mm]\item 
Krull-Schmid decompose those bimodules: Get very special 
indecomposable bimodules $B_x$
categorifying the Kazhdan-Lusztig basis
\\[2mm]\item 
Call the graded 
bimodules $R\otimes_{R^s}R\otimes_{R^t}R\ldots\otimes_{R^u}R$ and all
you get from them by
taking finite direct sums, direct summands and grading shifts
{\bf special bimodules} and denote the monoidal category of those 
$$R\op{-SMod_\DZ-}R$$ 
Its indecomposables are precisely the $B_x\langle n\rangle$.
\end{itemize}
\end{frame}

\begin{frame}
  Positivity Corollaries of categorification\\[3mm]
   \begin{itemize}
 \item  $C_x C_y\in \sum_z \DN[v,v^{-1}] C_z$
since $B_x\otimes_R B_y$ is an actual bimodule, decomposes as 
$$B_x\otimes_R B_y=\bigoplus_{z,n} B_z\langle n\rangle^{m(z,n)}$$
 \\[2mm]\item  
$C_x=\sum_y P_{x,y}(v)H_y$ with $P_{x,y}(v)\in \DZ[v]$ the 
{\bf Kazhdan-Lusztig polynomials}
\\[2mm]\item  
Coefficients of Kazhdan-Lusztig-Polynomials are non-negative,
since they 
can be interpreted as $\op{rk} \op{Hom}_{R-R}(\mathcal O(\Gamma(x)), B_y)$
 \\[2mm]\item  Here $\Gamma(x)\subset V\times V$ is the graph of $x$ and
  $\mathcal O(\Gamma(x))$ the regular functions on  $\Gamma(x)$,
a quotient of $\mathcal O(V\times V)=R\otimes R$.
 Put another way, $\mathcal O(\Gamma(x))=R$ 
as left $R$-module
with the right $R$-action twisted by $x$
  \end{itemize}
 \end{frame}

 \begin{frame}
   \begin{itemize}
\item  
Example: $w_\circ\in W$ longest element of finite reflection group.
$C_{w_\circ}=v^{l(w_\circ)}\sum_{x\in W}T_x=\sum_{x\in W}v^{l(w_\circ)-l(x)}H_x$
$$B_{w_\circ}=\mathcal O\left(\bigcup_{x\in W}\Gamma(x)\right)$$
is the bimodule of all regular functions on the 
union of the graphs of all Weyl group elements $\Gamma(x)\subset V\times V$
\\[2mm]\item 
In general $B_x$ is still supported on $\bigcup_{y\leq x}\Gamma(y)$
\\[2mm]\item 
If $C_{x}=\sum_{y\leq x}v^{l(x)-l(y)}H_y$, 
then $B_{x}=\mathcal O\left(\bigcup_{y\leq x}\Gamma(y)\right)$
   \end{itemize}
 \end{frame}

 
\begin{frame}
   Application to representation theory\\[3mm]
 \begin{itemize}
 \item  
$\mathfrak g$ a semisimple complex Lie algebra, 
$Z\subset U(\mathfrak g)$ the center of its enveloping algebra
\\[2mm]\item 
$\mathcal M\subset \mathfrak g\op{-Mod}$ the category of all 
representations of $\mathfrak g$ locally finite under $Z$
\\[2mm]\item 
$\mathcal P$ the category of all 
functors $\mathcal M\ra \mathcal M$ isomorphic to a direct
summand of some functor 
$E\otimes_\DC$ for $E$ finite dimensional representation,
so-called {\bf projective functors} 
\\[2mm]\item 
Equivalence of categories between 
\{indecomposable projective functors starting and ending with the 
trivial central character\}  and $\{\hat B_x\mid x\in W\}\subset \hat R
\op{-Mod-}\hat R$
   \end{itemize}
 \end{frame}
\begin{frame}
   Application to representation theory, variant\\[3mm]
 \begin{itemize}
\item 
$\mathcal O_\circ\subset \mathfrak g\op{-Mod}$ 
principal block of BGG-category $\mathcal O$
\\[2mm]\item 
Equivalence of categories between 
\{indecomposable projectives of $\mathcal O_\circ$\}  
and $\{B_x\otimes_R\DC\mid x\in W\}\subset  R
\op{-Mod}$
\\[2mm]\item  Gives new proof of KL-conjecture on Jordan-H"older
multiplicities of Verma modules 
\\[2mm]\item  
$$\op{Der}^{\op{b}}(\mathcal O_\circ)\cong 
\op{Hot}^{\op{b}}(\op{proj}\mathcal O_\circ)\cong 
\op{Hot}^{\op{b}}(R\op{-SMod})$$
for $R\op{-SMod}\subset R\op{-Mod}$ the subcategory of all
$B\otimes_R\DC$ for $B\in R\op{-SMod-}R$ 
 \\[2mm]\item 
Can define graded version $\mathcal O_\circ^\DZ$ of $\mathcal O_\circ$ formally such that 
$\op{proj}\mathcal O_\circ^\DZ= R\op{-SMod_\DZ}$
  \end{itemize}
 \end{frame}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 \begin{frame}
    Categorification of $\DN$
    \begin{itemize}
    \item  $k$ a field
\\[2mm]\item  $\op{dim}:\op{Modf}_k\ra \DN$ ``decategorification''
\\[2mm]\item  Multiplication corresponds to tensor product
$$\op{dim}(V\otimes W)=(\op{dim}V) (\op{dim}
W)$$
\end{itemize}
\end{frame}

 \begin{frame}
  Categorification of $\op{Ens}(X,\DN)=\op{Maps}(X,\DN)$ for $X$ a set
    \begin{itemize}
    \item  $k$ a field and $\op{Mod}_k/X\supset\op{Modf}_k/X $ sheaves
            on the discrete set $X$ alias families $(\mathcal F_x)_{x\in X}$ 
            of vector spaces  respectively finitely generated vector spaces
\\[2mm]\item  $\op{Dim}:\op{Modf}_k/X\ra \op{Ens}(X,\DN)$ ``decategorification''
\\[2mm]\item  Multiplication corresponds to tensor product
$$\op{Dim}(\mathcal F\otimes \mathcal G)
=(\op{Dim}\mathcal F) (\op{Dim}
\mathcal G)$$
\end{itemize}
\end{frame}

 \begin{frame}
  Categorification of maps
    \begin{itemize}
    \item  $f:X\ra Y$ map of finite sets leads to morphisms 
 $$
    \op{Ens} (X, \mathbb N) \begin{array}{c}f_{!}
\\[-1ex]\longrightarrow \\[-1ex] \longleftarrow \\[-1ex] f^\ast \end{array}
    \op{Ens} (Y,\mathbb N)
  $$
called pull-back and integration along the fibres
\\[2mm]\item  $|X|1= c_!c^\ast 1$ for $c:X\ra\op{pt}$ constant map
\end{itemize}
\end{frame}


\begin{frame}
    \begin{itemize}
    \item  $f:X\ra Y$ map of finite sets leads to functors 
 \begin{displaymath}
    \op{Modf}_k/X \begin{array}{c}f_{!}
\\[-1ex]\longrightarrow \\[-1ex] \longleftarrow \\[-1ex] f^\ast \end{array}
    \op{Modf}_k/Y
  \end{displaymath}
called pull-back and integration along the fibres
\\[2mm]\item  $(f^\ast \mathcal G)_x\pdef  \mathcal G_{f(x)}$ 
and $(f_! \mathcal F)_y\pdef \bigoplus_{x \in f^{-1} (y)} \mathcal F_x$
\\[2mm]\item  Commutative diagrams 
 \begin{displaymath}
    \begin{array}{ccc}
      \op{Modf}_k/X &
      \begin{array}
        {c}f_{!}\\[-1ex]\longrightarrow \\[-1ex] \longleftarrow \\[-1ex] f^\ast \end{array}
      & \op{Modf}_k/Y\\
    {\scriptstyle  \op{Dim}} \downarrow & & \downarrow  {\scriptstyle  \op{Dim}}\\
      \op{Ens}(X, \mathbb N)&
      \begin{array}
        {c}f_{!}\\[-1ex]\longrightarrow \\[-1ex] \longleftarrow \\[-1ex] f^\ast \end{array}
      & \op{Ens} (Y, \mathbb N)
    \end{array}
  \end{displaymath}

\end{itemize}
\end{frame}


\begin{frame}
  Grothendieck function-sheaf correspondence
  \begin{itemize}
\item  To $X_\circ$  variety over $\mathbb F_q$ and $\ell$ 
prime $\neq\op{char}\mathbb F_q$ associate $\op{Der}^c (X_\circ ; \mathbb Q_l)$
triangulated $\DQ_\ell$-category
\\[2mm]\item  Called \glqq cohomologically constructible
complexes of  \'etale sheaves on  $X_\circ$\grqq\
\\[2mm]\item  Define map $$\op{Tr}:\op{Der}^c (X_\circ ; \mathbb Q_l)\ra 
\op{Ens}(X_\circ  (\mathbb F_{q}), \mathbb Q_l)$$
\\[2mm]\item 
$
    \op{Tr} (\mathcal F_\circ ) : x \mapsto 
\sum_i (-1)^i \op{Tr}(\op{F}_g^\ast \mid \mathcal H^i
    \mathcal F_x)
  $
  with $\mathcal F \pdef
 \mathcal F_\circ \times_{\mathbb F_q} \mathbb F$ sheaf on $X \pdef
 X_\circ \times_{\mathbb F_q} \mathbb F$ and $\op{F}_g$ Frobenius
  \end{itemize}
\end{frame}

\begin{frame}
  Grothendieck function-sheaf correspondence
  \begin{itemize}
\item  To $f:X_\circ\ra Y_\circ$ morphism of varieties over $\mathbb F_q$
 associate triangulated functors $f_!, f^\ast$ fitting into 
a commutative diagram
  \begin{displaymath}
    \begin{array}{ccc}
      \op{Der}^c (X_\circ ; \mathbb Q_l) &
      \begin{array}
        {c}f_{!}\\[-1ex]\longrightarrow \\[-1ex] \longleftarrow \\[-1ex] f^\ast \end{array}
      & \op{Der}^c (Y_\circ ; \mathbb Q_l)\\
    {\scriptstyle  \op{Tr}} \downarrow & & \downarrow  {\scriptstyle  \op{Tr}}\\
      \op{Ens}(X_\circ  (\mathbb F_{q}), \mathbb Q_l)&
      \begin{array}
        {c}f_{!}\\[-1ex]\longrightarrow \\[-1ex] \longleftarrow \\[-1ex] f^\ast \end{array}
      & \op{Ens} (Y_\circ  (\mathbb F_{q}), \mathbb Q_l)
    \end{array}
  \end{displaymath}
\\[2mm]\item  For $c:X_\circ\ra \op{pt}_\circ$ this specializes to
 $|X_\circ(\mathbb F_q)|1=
c_!c^\ast 1=c_!c^\ast \op{Tr}(\DQ_l)= \op{Tr}(c_!c^\ast\DQ_l)=$\\
$=\sum_i (-1)^i \op{tr} (\op{F}_g | {\op{H}}^i_c (X; \mathbb Q_l))$ Grothendieck-Lefschetz
  \end{itemize}
\end{frame}

 \begin{frame}
   \begin{itemize}
   \item  Let $G$ be a finite group. The multiplication in the group
     ring could for $f,g\in \op{Ens}(G,\DZ)$ be written as $$f\ast
     g=\op{mult}_! ((\op{pr}_1^\ast f)(\op{pr}_2^\ast g))$$ with
     $\op{pr}_1,\op{pr}_2,\op{mult}: G\times G\ra G$ the projections
     and the multiplication. 
\\[2mm]\item  A natural candidate for the
     categorification of the group ring in case $G=G_\circ(\mathbb
     F_q)$ is thus $\op{Der}^c (G_\circ ; \mathbb Q_l)$ with the
     convolution functor
$$\mathcal F\ast \mathcal G\pdef 
\op{mult}_! ((\op{pr}_1^\ast \mathcal F)\otimes(\op{pr}_2^\ast \mathcal G))$$
\end{itemize}

\end{frame}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\begin{frame}
  \begin{itemize}
\item  Recall  $G=\op{GL}(n;\mathbb F_q)$ and $ B$ upper triangular 
matrices and $$\mathcal H_q=(^B\op{Ens}(G,\DZ)^B, \ast/|B|)$$  
functions on the group, $B$-invariant from both sides 
  \\[2mm]\item  So a natural categorification ought to be 
some both sides equivariant derived category of \'{e}tale sheaves
$$\op{Der}^c_{B_\circ\times B_\circ} (G_\circ ; \mathbb Q_l)$$
\\[2mm]\item  Let's be a bit less perfect and try for the usual topology version
of the equivariant derived category $$\op{Der}^c_{B\times B} (G ; \mathbb Q)$$
with $G=\op{GL}(n;\mathbb C)$ and metric topology
  \end{itemize}
\end{frame}







\begin{frame}
  First discuss equivariant cohomology
  \begin{itemize}
  \item  $G\looparrowright X$  topological group
acting on  topological space
\\[2mm]\item  ${\op{H}}^\ast(X/G)$  not a good concept
\\[2mm]\item  For $f:X\ra Y$ is a morphism of $G$-spaces,
which is a fibration with contractible fibers, need not 
have ${\op{H}}^\ast(Y/G)\sira{\op{H}}^\ast(X/G)$
\\[2mm]\item 
Example: $\DR\sra\op{pt}$ with $\DZ$-action
\\[2mm]\item 
Better concept ${\op{H}}^\ast_G(X)\pdef {\op{H}}^\ast({\op{E}}G\times_GX)$
equivariant cohomology 
\\[2mm]\item 
${\op{E}}G$ contractible with topologially free $G$-action,
the universal bundle over the classifying space
  \end{itemize}
\end{frame}



\begin{frame}
  Examples for equivariant cohomology
  \begin{itemize}
  \item  ${\op{H}}^\ast_G(X)\pdef {\op{H}}^\ast({\op{E}}G\times_GX)$
\\[2mm]\item  $G\looparrowright X$  topological group
acting freely on  topological space, then 
${\op{H}}^\ast_G(X)={\op{H}}^\ast(X/G)$
\\[2mm]\item  ${\op{H}}^\ast_G(\op{pt})=
{\op{H}}^\ast({\op{E}}G\times_G\op{pt})=
{\op{H}}^\ast({\op{E}}G/G)={\op{H}}^\ast({\op{B}}G)$
the ring of characteristic classes
\\[2mm]\item  ${\op{H}}^\ast_{\DC^\times}(\op{pt})={\op{H}}^\ast(\DP^\infty\DC)=
\DZ[t]$ with $\op{deg}t=2$
\\[2mm]\item  ${\op{H}}^\ast_{B}(\op{pt})=\DZ[t_1,\ldots,t_n]$ with $\op{deg}t_i=2$
for $B\subset\op{GL}(n;\DC)$ upper triangular matrices
\\[2mm]\item 
For $P\ra X$ a principal $G$-bundle, pullback
${\op{H}}^\ast_{G}(\op{pt})\ra {\op{H}}^\ast_{G}(P)={\op{H}}^\ast(P/G)=
{\op{H}}^\ast(X)$ gives its characteristic classes
 \end{itemize}
\end{frame}


\begin{frame}
  Derived category for $X$ a topological space
  \begin{itemize}
 \item  $\op{Der}(X)=\op{Der}(\op{Ab}/X)$ derived category 
of abelian sheaves on $X$
\\[2mm]\item 
$f:X\ra Y$ continous map of locally compact Hausdorff spaces
 gives  triangulated functors $f_!: \op{Der}(X)\ra \op{Der}(Y)$ and
$f^\ast: \op{Der}(Y)\ra \op{Der}(X)$
\\[2mm]\item 
For $c:X\ra\op{pt}$ constant map, get
$c_!c^\ast \DZ={\op{H}}^\ast_c(X)$
\\[2mm]\item  
$c^\ast \DZ\defp \underline{X}$ the constant sheaf on $X$
\\[2mm]\item  
$\op{Der}_X(\underline{X}, \underline{X}[\ast])={\op{H}}^\ast(X)$ 
the cohomology ring of $X$
\\[2mm]\item  $\op{Der}_X(\underline{X}, \mathcal F[\ast])={\op{H}}^\ast(X;\mathcal F)
=\mathbb H\mathcal F$ 
(hyper)cohomology of the sheaf(complex) $\mathcal F$
\\[2mm]\item  $\mathbb H\mathcal F$ is  a
$ {\op{H}}^\ast(X)$-module
\end{itemize}
\end{frame}

\begin{frame}
  Equivariant derived category
  \begin{itemize}
  \item  $G\looparrowright X$ topological space with $G$-action
\\[2mm]\item  $\op{Der}_G(X)=\{\mathcal F\in \op{Der}({\op{E}}G\times_GX)|
  \begin{array}[t]{l}
\exists \mathcal G\in 
\op{Der}(X)\text{ such}\\ \text{that }  p^\ast\mathcal F\cong q^\ast\mathcal G\}
\end{array}$
with ${\op{E}}G\times_G X\stackrel{p}{\leftarrow}
 {\op{E}}G\times X\stackrel{q}{\ra}X$
\\[2mm]\item 
For $\mathcal F\in \op{Der}_G(X)$ get $\mathbb H_G\mathcal F\in
 {\op{H}}^\ast_G(X)\op{-Mod}$
\\[2mm]\item  $f^\ast$ and $f_!$ for equivariant maps of locally
compact Hausdorff spaces 
\\[2mm]\item  
$\op{Der}_G(X)=\op{Der}(X/G)$ in the case of a topologically free action
\\[2mm]\item 
$\op{Der}_G(\op{pt})\subset \op{dgDer-}({\op{H}}^\ast_G(\op{pt}),d=0)$
for $G$ a complex connected algebraic group
\\[2mm]\item 
$\op{Der}_B(\op{pt})\subset \op{dgDer-}\DZ[t_1,\ldots,t_n]$
\end{itemize}
\end{frame}


\begin{frame}
The natural categorification of the Hecke algebra
\begin{itemize}
\item  Again
$G=\op{GL}(n;\DC)$ with $B$ the upper triangular matrices
\\[2mm]\item  The natural categorification of the Hecke algebra
$\mathcal H=(^B(\DZ G)^B,\ast_B)$ is the constructible 
equivariant derived category with convolution 
$$(\op{Der}_{B\times B}^c(G),\ast_B)$$
\\[2mm]\item 
The convolution is $$\mathcal F\ast_B\mathcal G\pdef 
\op{mult}_!\op{desc} ((\op{pr}_1^\ast \mathcal F)\otimes
(\op{pr}_2^\ast \mathcal G))$$
$\op{pr}_i:G\times G\ra G$\\ 
$\op{desc}:  \op{Der}_{B\times B\times B\times B}^c(G\times G)\ra 
\op{Der}_{B\times B}^c(G\times_B G)$\\
 $\op{mult}:G\times_B G\ra G$
\end{itemize}
 \end{frame}

 \begin{frame}
   Now need intersection cohomology
   \begin{itemize}
   \item  For $X\As \DP^n\DC$ a smooth irreducible complex projective
algebraic variety the cohomology ${\op{H}}^\ast(X)$ has remarkable properties:
\begin{itemize}
\item  Poincar\'{e} duality
\item  Hard Lefschetz
\item  Hodge Diamond
\item  Positivities 
\end{itemize}
\item  
For $X\As \DP^n\DC$ an non-smooth irreducible complex projective
algebraic variety {\bf intersection cohomology} 
 ${\op{IH}}^\ast(X)$ continues to have these properties
\\[2mm]\item 
For $X$ smooth, ${\op{IH}}^\ast(X)={\op{H}}^\ast(X)$
\\[2mm]\item  In general ${\op{IH}}^\ast(X)$ is an ${\op{H}}^\ast(X)$-module
   \end{itemize}
 \end{frame}


 \begin{frame}
Intersection cohomology complex
   \begin{itemize}
   \item  For $X$ irreducible complex 
algebraic variety can still define  intersection cohomology
${\op{IH}}^\ast(X)$
\\[2mm]\item  
Formally ${\op{IH}}^\ast(X)=\mathbb H \mathcal{IC}_X$ for 
$\mathcal{IC}_X\in \op{Der}(X)$ the {\bf intersection cohomology complex}
\\[2mm]\item 
Aside: For $\mathcal D$-modules have
 the Riemann-Hilbert correspondence, a fully faithful 
triangulated functor 
$$\op{RH}:\op{Der}_{\op{hol, reg}}^{\op{b}}(\mathcal D_X\op{-Mod}^{\op{qc}})
\hra \op{Der}(X)$$
\\[2mm]\item  The unique simple $\mathcal D_X$-module restricting to $\mathcal O_U$
on any open smooth subset $U\co X$ gets mapped by RH to $\mathcal{IC}_X$
  \end{itemize}

 \end{frame}

 \begin{frame}
   \begin{itemize}
\item  Back to $G=\op{GL}(n;\DC)\supset B$ with $G=\bigsqcup_{x\in W}BxB$ 
for $W= \mathcal S_n$ the permutation matrices 
   \\[2mm]\item  Consider $\mathcal{IC}_x\defp i_{x!}\mathcal{IC}_{\overline{BxB}}$
for $i_x: \overline{BxB}\hra G$ intersection 
cohomology complex of Schubert variety
\\[2mm]\item  
All finite direct sums of shifts of $\mathcal{IC}_x$ form an
additive subcategory $\op{Der}^{ss}_{B\times B}(G)\subset \op{Der}_{B\times B}(G)$
of ``perversely semisimple complexes''
\\[2mm]\item  This subcategory is even stable under convolution, due to
the so-called decomposition theorem
\\[2mm]\item  {\bf Theorem:} The functor of hypercohomology gives an
equivalence of monoidal categories 
$$
\begin{array}{cccc}
\mathbb H_{B\times B}: &(\op{Der}^{ss}_{B\times B}(G),\ast_B)&\sirra&
(R\op{-SMod_\DZ-}R,\otimes_R)\\[2mm]
&\mathcal{IC}_x&\mapsto&B_x[\op{dim}B]\\
\end{array}
$$
\end{itemize}

 \end{frame}



 \begin{frame}
Here $\mathbb H_{B\times B}: (\op{Der}^{ss}_{B\times B}(G),\ast_B)\sirra
(R\op{-SMod_\DZ-}R,\otimes_R)$ is defined using the identifications 
 $$
     \begin{array}{ccc}
{\op{H}}^\ast_{B\times B}(\op{pt})&\sra&{\op{H}}^\ast_{B\times B}(G)\\[2mm]
\wr\da&&\da\wr\\[2mm]
\mathcal O(V\times V)&\sra&\mathcal O\left(\bigcup_{x\in W}\Gamma(x)\right)\\[2mm]
\wr\da&&\da\wr\\[2mm]
R\otimes R&\sra& R\otimes_{R^W} R
\end{array}
$$
for $V=\op{Lie}T$ and $T\subset B$ a maximal torus
and  degrees on $\mathcal O$  doubled to match cohomological degrees.
 \end{frame}


\begin{frame}
\frametitle{COMMERCIAL FOR TWO THEOREMS 6}
%\frametitle{\large\bf\red COMMERCIAL FOR THEOREM 6}
\begin{itemize}
\item in [S, \emph{Universelle$\ldots$}, Math. Ann. \textbf{284} (1989)] tdo-case 
\item in [S, \emph{The prime\dots}, Math. Z. \textbf{204} (1990)] general
\end{itemize}
$G$ be a connected complex affine algebraic group,\\
$B$ a closed subgroup, $X=G/B$ the homogeneous space,\\
 $n=\op{dim}X$ its dimension,
$x\in G/B$ the natural base point,\\
 $V,W$ finite dimensional rational representations of $B$,\\
 $ \mathcal V,\mathcal W$ the sheaves of sections of the associated bundles.\\[2mm]
Then the action leads to an $G$-equivariant isomorphism
$$\Gamma(X; \op{Dif}(\mathcal V,\mathcal W))\sira 
\op{Hom}_\DC(\op{H}^n_x(X;\mathcal V),
\op{H}^n_x(X;\mathcal W))^{G\op{-alg}}_B $$
\begin{itemize}
\item Have $U(\mathfrak
  g)\otimes_{U(\mathfrak b)}\left(V\otimes_\DC\bigwedge^{\op{max}}(
    \mathfrak g/\mathfrak b)\right)\sira \op{H}^n_x(X;\mathcal V)$
\item Can replace $G\op{-alg}$ by $\mathfrak g\op{-finite}$ if $G$ is simply connected
\item $B$-compatibility is automatic for $B$ connected 
\end{itemize}

\end{frame}
 \begin{frame}
 Summing up: $$
 \begin{array}{ccccc}
\langle \op{Der}^{ss}_{B\times B}(G),\ast_B\rangle&\sira&
\langle R\op{-SMod_\DZ-}R,\otimes_R\rangle &\stackrel{\sim}{\leftarrow}&
\mathcal H_v\\[2mm]
\mathcal{IC}_x[-\op{dim}B]&\mapsto&B_x&\leftmapsto&  C_x\\[2mm]
\text{intersection}&&\text{special}&&\text{canonical}\\
\text{cohomology}&&\text{bimodule}&&\text{basis}\\
\end{array}
$$

Original motivation: Sheaf-function-correspondence

 $$
 \begin{array}{ccc}
(\op{Der}_{B_\circ\times B_\circ}(G_\circ;\mathbb Q_\ell),\ast_{B_\circ})&\ra&
\mathcal H_q\\[2mm]
\mathcal{IC}_x&\mapsto& v^?C_x
\end{array}
$$
This was the starting point of Kazhdan-Lusztig
 \end{frame}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

 \begin{frame}
More categorification of the Hecke algebra
   \begin{itemize}
   \item  
Given $X$ a complex algebraic variety can define variant 
$\op{MDer}(X)$  of $\op{Der}(X)$ with functors 
$f^\ast, f_!$ as before  such that 
$\op{MDer}(\op{pt})=\op{Der}(\DC\op{-Modf}_\DZ)$ 
\item  Joint with Matthias Wendt, Rahbar Virk, work in progress
\item  Based on new progress in motives by 
Ayoub, Cisinski-Deglise, Drew,\dots 
\item  Variant of Hodge theory
   \end{itemize}
 \end{frame}

 
\begin{frame}
Our old equivalence can be upgraded further to 
  $$\begin{array}{ccc}
  (\op{Der}^{ss}_{B\times B}(G),\ast_B)&\sirra& 
(R\op{-SMod_\DZ-}R,\otimes_R)\\[2mm]
\wr\da &&\da\\[2mm]
( \op{MDer}_{B\times B}(G)_{w=0},\ast_B)&&\da\\[2mm]
\da&&\da\\[2mm]
( \op{MDer}_{B\times B}(G),\ast_B)&\sirra&
(\op{Hot}^{\op{b}}( R\op{-SMod_\DZ-}R),\otimes_R)
  \end{array}$$
  \end{frame}


  \begin{frame}
    Back to knot invariants (variation on Webster-Williamson)
     \begin{Bild} 
\includegraphics[width=0.45\textwidth]{SkriptenBilder/BildSiCo}
\qquad\includegraphics[width=0.4\textwidth]{SkriptenBilder/BildSiCo0002}\\
$i_{s!}\underline{BsB}\pdef T_s^!$\hspace{3cm}$i_{s*}\underline{BsB}\pdef T_s^*$
\end{Bild}
\begin{itemize}
\item  Take 
$s=(a+1,a+2)\in \mathcal S_n=W$ the transposition
\item 
$T_s^!,T_s^*\in \op{MDer}_{B\times B}(G)$
\item  Recall $\underline{BsB}\mapsto s$ under $\mathcal H\mapsto \DZ W$
given by $q\mapsto 1$
\end{itemize}
  \end{frame}
  \begin{frame}
    \begin{itemize}
    \item  Given a braid $Z$, scan it from the top and 
convolve corresponding $T_s^!,T_s^*$ with $\ast\pdef \ast_B$ 
 to get an object $M(Z)\in \op{MDer}_{B\times B}(G)$
\item  For $M(Z)$ to be well-defined, use braid relations 
$T_s^!\ast  T_t^!\ast  T_s^!
\cong T_t^!\ast  T_s^!\ast  T_t^!$
for $sts=tst$ and similarly for $st=ts$ and $!$ replaced by $*$
\item  
These are geometrically clear, since $BsB\times_BBtB\times_BBsB
\sira BstsB$ by multiplication, so $T_s^!\ast  T_t^!\ast  T_s^!\cong i_{sts!}\underline{BstsB}=i_{tst!}\underline{BtstB}\cong T_t^!\ast  T_s^!\ast  T_t^!$ etc
\item  Also need $T_s^!\ast  T_s^*\cong T_s^*\ast  T_s^!
\cong i_{e!} \underline{B}=i_{e*} \underline{B}$ unit object
Calculation, but not so hard: only on $\DP^1\DC$
    \end{itemize}
  \end{frame}

  \begin{frame}
    Calculation in bimodules
    \begin{itemize}
\item  $ \op{MDer}_{B\times B}(G)\sirra\op{Hot}^{\op{b}}( R\op{-SMod_\DZ-}R)$
    \item  $T^!_s$ maps to 
$\ldots\ra 0\ra R\otimes_{R^s}R\sra R\ra 0\ra\ldots$ multiplication map
\item  $T^*_s$ maps to 
$\ldots\ra 0\ra R\hra R\otimes_{R^s}R\ra 0\ra\ldots$
\begin{itemize}
\item  Geometrically, need $\mathcal O(\Gamma(e))\hra \mathcal
  O(\Gamma(e)\cup\Gamma(s))$
\item  Given by choosing linear function on $V\times V$, whose zero set
  intersects $\Gamma(e)\cup\Gamma(s)$ precisely in $\Gamma(s)$
\item  Multiply a function on $\Gamma(e)$ with this linear function and
  extend by zero to $\Gamma(e)\cup\Gamma(s)$
\end{itemize}
\item  $M(Z)$ corresponds to  $B(Z)\in \op{Hot}^{\op{b}}( R\op{-SMod_\DZ-}R)$
the tensor product of these 
elementary complexes
 \end{itemize}
  \end{frame}
  \begin{frame} To get an  invariant of the knot $K(Z)$ obtained closing the braid $Z$ procede as follows:
    \begin{itemize}
    \item  Take at each stage of the bimodule complex
$\ldots\ra B(Z)^q\ra B(Z)^{q+1}\ra\ldots $
      of bimodules the Hochschild homology
\item  Get for each $j$ a complex of (graded) vector spaces 
 $\ldots\ra \op{HH}_j(B(Z)^q)\ra \op{HH}_jB(Z)^{q+1})\ra\ldots $
\item   Take its  cohomology groups
       $\mathcal H^q(\op{HH}_j(B(Z)^\ast)$
\item   This is {\bf
        Khovanov's triply graded knot homology:}
      \begin{itemize}
      \item  Choosen and fixed degree $j$ of Hochschild homology
      \item  Degree $q$ of cohomology of the resulting complex
      \item  Internal degree, the bimodules beeing graded
      \end{itemize}
\item  It categorifies the HOMFLYPT polynomial, which can be
gotten as some Euler characteristic
    \end{itemize}
  \end{frame}


  \begin{frame}
    I am still lacking full geometric understanding
of why this has to give a knot invariant. Webster-Williamson seem
to understand it better. And the construction of $\op{MDer}$ is very recent.   
  \end{frame}

\begin{frame}
  Recall relation to representation theory\\[3mm]
 \begin{itemize}
 \item   
$\mathfrak g$ a semisimple complex Lie algebra, 
$Z\subset U(\mathfrak g)$ the center of its enveloping algebra
\\[2mm]\item  
$\mathcal M\subset \mathfrak g\op{-Mod}$ the category of all 
representations of $\mathfrak g$ locally finite under $Z$
\\[2mm]\item  
$\mathcal P$ the category of all 
functors $\mathcal M\ra \mathcal M$ with split embedding in some functor 
$E\otimes_\DC$ for $\op{dim}_\DC E<\infty$
\item  
$\mathcal M=\bigsqcap_{\chi\in\op{Max}Z}\mathcal M_\chi$ and $\mathcal P=\bigsqcap_{\chi,\psi\in\op{Max}Z}\;\;{_\psi}\mathcal P_\chi$
\item  
Equivalence of monoidal categories for $\chi=\op{Ann}_Z\DC$ 
$$\hat{\mathbb V}:{_\chi}\mathcal P_{\chi} \sirra \hat S
\op{-SMod-}\hat S$$
\item  $\mathfrak g\supset\mathfrak b\supset\mathfrak h $ as usual, 
$S\pdef U (\mathfrak h)$ polynomial ring
   \end{itemize}
 \end{frame}

 \begin{frame}
   Construction of $\hat{\mathbb V}:{_\chi}\mathcal P_{\chi} \sirra \hat S
\op{-SMod-}\hat S$
\begin{itemize}
\item  Abbreviate $U\pdef U(\mathfrak g)$, recall $\chi=Z^+=\op{Ann}_Z\DC$ 
\item  $U /U \chi^n$ form an inverse system in $\mathcal M_\chi$
\item  They also are of finite length as a $U $-bimodules
\item  For $P\in {_\chi}\mathcal P_{\chi}$ still $P(U /U \chi^n)$ naturally is a bimodule
\item  The $P(U /U \chi^n)$ 
 are {\bf Harish-Chandra  bimodules}:\\ By definition, these are
the bimodules of finite length, which are in addition 
locally finite for the adjoint action of $\mathfrak g$. 
\item  Call 
$\op{HCH}$ the category of Harish-Chandra  bimodules
\item  $_\chi\!\op{HCH}_\chi$ has a unique simple object $L$ of maximal 
Gelfand-Kirillov dimension
\item  There is an exact functor $\mathbb V:{_\chi\!\op{HCH}_\chi}\ra \DC\op{-Modf}$
with $L\mapsto\DC$ and killing the other simples. It is essentially unique.
\end{itemize}
 \end{frame}

 \begin{frame}
   Construction of $\hat{\mathbb V}: {_\chi}\mathcal P_{\chi} \sirra
 \hat S\op{-SMod-}\hat S$, continued
\begin{itemize}
\item  By functoriality,
our exact functor $\mathbb V$
is even a functor $\mathbb V:{_\chi\!\op{HCH}_\chi}\ra Z\op{-Modf-}Z$
\item 
Looking closer,
our exact functor $\mathbb V$
is even a functor $\mathbb V:{_\chi\!\op{HCH}_\chi}\ra \hat Z\op{-Modf-}\hat Z$
for $\hat Z=Z_\chi^\wedge$
\item  Set
$$\hat{\mathbb V} P\pdef \varprojlim_n \mathbb V(P(U/U\chi^n))$$ 
\item  Use natural 
isomorphism $\hat Z\sira \hat S$ induced by unnormalized Harish-Chandra 
isomorphism $Z\sira S^{(W\cdot)}\subset S$ with $S=\mathcal O(\mathfrak h^\ast)$
and $W$-action shifted to fix $-\rho$ determined by $\DC_{-2\rho}\cong \bigwedge^{\op{max}}(\mathfrak g/\mathfrak b)$ over $\mathfrak h$\dots
\end{itemize}
 \end{frame}

 \begin{frame}
\begin{itemize}
 \item  Consider ${_\chi\!\op{HCH}^n_\chi}\pdef\{M\in {_\chi\!\op{HCH}_\chi}\mid 
M\chi^n=0\}$
\item  Has enough projectives: 
The $P(U/U\chi^n)$ for $P\in{_\chi}\mathcal P_{\chi}$ 
\item  Get by the above also
 equivalence $\mathbb V: \op{proj}({_\chi\!\op{HCH}^n_\chi})\sirra
 S\op{-SMod-}S/(S^+)^n$
\item 
In the case $n=1$ have ${_\chi\!\op{HCH}^1_\chi}\sirra \mathcal O_\circ$ 
equivalence with 
principal block of BGG-category by tensoring with dominant 
Verma $\otimes_U\Delta(0)$
\item  Proof of KL-conjectures using bimodules:
 \end{itemize}
 $$
\begin{array}{ccccccc}
&P_x&\mapsto &B_x\otimes_S\DC&\leftmapsto&B_x&\\[2mm]
Q\in&\op{proj}( \mathcal O_\circ)&\sirra&
 S\op{-SMod}&\leftarrow & S\op{-SMod_\DZ-}S&\ni B_x\\
\da\;\;\;&\da&&&&\da&\;\;\da\\
\sum_y (Q:\Delta_y)y\in&\DZ[W]&\longleftarrow&\stackrel{v=1}{\longleftarrow}
&\longleftarrow&\mathcal H_v&\ni C_x
\end{array}
$$
$$\RA \;\sum_y (P_x:\Delta_y)y=C_x(1)\;\RA\; [\Delta_y:L_x]=(P_x:\Delta_y)=P_{yx}(1)$$
 \end{frame}
 \begin{frame}
Graded versions and Koszul duality
   \begin{itemize}
   \item  Construct $\DZ$-graded version $\mathcal O_\circ^\DZ$ of
     $\mathcal O_\circ$ by declaring $\op{proj}( \mathcal
     O_\circ^\DZ)= S\op{-SMod}_\DZ$
\item 
Then $\sum_i[\Delta^\DZ_y:L^\DZ_x\langle i\rangle]v^i=
\sum_i(P^\DZ_x:\Delta^\DZ_y\langle i\rangle)v^i=P_{yx}(v)$
\item 
Characterization in joint recent work with Rottmaier:
$\mathcal O_\circ^\DZ$ is ``the essentially unique $\DZ$-graded version
of the artinian category $\mathcal O_\circ$ 
compatible with the action of the center''
\item  Deduce 
 $\op{Hot}^{\op{b}}(\op{proj}( \mathcal
     O_\circ^\DZ))= \op{Hot}^{\op{b}}(S\op{-SMod}_\DZ)$
\item  Thus get Koszul duality $K$ triangulated functor $$
  \begin{array}{cccccc}
\op{Der}^{\op{b}}( \mathcal
     O_\circ^\DZ)&\sirra &\op{Hot}^{\op{b}}(S\op{-SMod}_\DZ)&\sirra&\op{MDer}_{N\times B}(G)\\
K\da&&&&\da\wr \\
\op{Der}^{\op{b}}( \mathcal O_\circ^\DZ)&\stackrel{\sim}{\leftarrow}&\stackrel{\sim}{\leftarrow}&\stackrel{\sim}{\leftarrow}&\op{MDer}_{N}(G/B)\\
\da &&&&\da \\
\op{Der}^{\op{b}}( \mathcal O_\circ)&\stackrel{\sim}{\leftarrow}&\op{Der}^{\op{b}}_{N}(\mathcal D_{G/B}\op{-Mod}^{\op{qc}})&\stackrel{\sim}{\leftarrow}&\op{Der}_{N}(G/B)
   \end{array}
$$
   \end{itemize}
 \end{frame}



 \begin{frame}
Kozsul duality $K$  preceded by $\mathcal O$-duality $d$, properties:
   \begin{itemize}
   \item  $Kd:\op{Der}^{\op{b}}( \mathcal O_\circ^\DZ)\ra 
\op{Der}^{\op{b}}( \mathcal O_\circ^\DZ)$ triangulated contravariant
\item  $\Delta_x^\DZ\mapsto \Delta_{w_\circ x}^\DZ$
\item  $L_x^\DZ\mapsto P_{w_\circ x}^\DZ$
\item  $P_x^\DZ\mapsto L_{w_\circ x}^\DZ$
\item  $Kd(M[n])\cong (KdM)[-n]$
\item  $Kd(M\langle n\rangle)\cong (KdM)[ n]\langle n\rangle$ 
\item  Funny formulas $\sum_i\op{dim}\op{Ext}^i_{\mathcal O}(\Delta_x, L_y)=
[\Delta_{w_\circ x}:L_{w_\circ y}]$
\item  $Kd$ gives $\op{Der}(\Delta^\DZ_x, L^\DZ_y[i]\langle j\rangle)=
\op{Der}(P^\DZ_{w_\circ y}[-i+j]\langle j\rangle,\Delta^\DZ_{w_\circ x})$
\item  This explains these funny formulas
   \end{itemize}
 \end{frame}

 \begin{frame}
Other things on Koszul duality
   \begin{itemize}
   \item  Variant exchanging parabolic and singular category $\mathcal O$
   \item  Variant from parabolic-singular to singular-parabolic
   \item  BGG-resolution of simple Verma corresponds to
         Verma flag of antidominant projective
   \item  More natural from Langlands philosophy point of view 
   \end{itemize}
 \end{frame}







\begin{frame}
 Variant  for Harish-Chandra modules
 \begin{itemize}
 \item  Consider ${\overline{\op{HCH}}}$ the category of 
$U$-bimodules $M$ such that every vector is killed by some $\chi^n$ from
right and left and $\{v\in M\mid \chi v=0\}$ is of finite length 
\item  Has enough injectives and finite homological dimension 
\item  Using $\mathbb V$ and some duality get
contravariant equivalence 
$ \op{inj}\overline{\op{HCH}}\sirra
 S\op{-SMod-}S$
\item 
Define {\bf $\DZ$-graded version}  $\overline{\op{HCH}}_\DZ$ of 
 $\overline{\op{HCH}}$ by declaring $ \op{inj}\overline{\op{HCH}}_\DZ\pdef
( S\op{-SMod_\DZ-}S)^{\op{opp}}$
\item 
Deduce  $ \op{Hot}^{\op{b}}(\op{inj}\overline{\op{HCH}}_\DZ)\sirra
\op{Hot}^{\op{b}}( S\op{-SMod_\DZ-}S)^{\op{opp}}$
\item 
Get  $ \op{Der}^{\op{b}}(\overline{\op{HCH}}_\DZ)\sirra
\op{MDer}_{B^\vee\times B^\vee}(G^\vee)^{\op{opp}}$  Koszul duality
\item  Need dual group $G^\vee$ since $S=\mathcal O(\mathfrak h^\ast)$ 
but $R=\mathcal O(\mathfrak h)$ 
 \end{itemize}
 \end{frame}



 \begin{frame}
 Koszul duality for real groups (conjectural)
   \begin{itemize}
   \item  
$\overline{\op{HCH}}$ is a category of Harish-Chandra modules for
$\op{GL}(n;\DC)$ viewed as a real Lie group
\item 
Similar things seem to work for real Lie group
\item  Take complex reductive connected algebraic  group
$G$ with an antiholomorphic involution $\bar \gamma$
fixing a Borel subgroup $B\subset G$
\item  $\theta$ holomorphic extension of Cartan involution
\item  Conjecture contravariant equivalence
$$ \op{MDer}_{B^\vee}^{\op{bc}}{\op{Z}}^1_{\gamma}(\Gamma;G^\vee)
\;\sirra\;
 \op{MDer}_{\lfloor B;1\rfloor}^{\op{cfb}}{\op{Z}}^1_{\theta}(\Gamma;G)^{\op{opp}}$$
   \end{itemize}
 \end{frame}

 

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