These are notes for two talks in the Beyond Endoscopy Learning Seminar at Columbia, Spring 2018. Our main references are [1] and [2].
Recall that two key constructions are required in the Braverman-Kazhdan program for proving analytic continuation and functional equations for general Langlands 
-function 
. One is a suitable space of Schwartz functions 
 at each local place, containing a distinguished function encoding the unramified local 
-factor  (known as the basic function 
 after Sakellaridis). The other is a generalized Fourier transform (known as the Hankel transform after Ngo) preserving the Schwartz space and the basic function. With a global Poisson summation formula, one should be able to establish the desired analytic properties of 
 in a way analogous to Godement-Jacquet theory for standard 
-function on 
. Our goal today is to discuss the basic function 
 and to explain its an algebro-geometric interpretation  due to Bouthier-Ngo-Sakellaridis, using the 
-monoid 
 appeared in previous talks and its arc space.
Satake/Langlands parametersLet 
 be a non-archimedean local field. Let 
 be a split reductive group over 
. Let 
 be its dual group. Let 
 be the spherical Hecke algebra. Recall that the classical Satake transform 
 induces an algebra isomorphism onto the 
-invariants 
 An unramified representation 
 of 
 corresponds to a 1-dimensional character of 
, given by its action on the spherical vector 
 Langlands noticed that 
 is the coordinate ring of the variety 
, so a 1-dimensional character 
 corresponds to a point 
, i.e., a semisimple conjugacy class in 
. In this we obtain a bijection 
 between unramified representations of 
 and the Satake (or rather, Langlands) parameters. The Satake transform is then characterized by the identity 
 Also notice that the target of the Satake isomorphism can be identified with the representation ring of 
, and thus with the 
-invariant regular functions 
 on 
 (via the trace map).
 and the size of the residue field 
. In fact, the Satake isomorphism can be defined over 
.
Basic functionsThe importance of the Satake parameter is due to its key role in defining the unramified local 
-factor 
. Let 
 be an irreducible representation. Recall by definition 
 Now if we have a diagonal matrix 
, then 
 Therefore 
 To remove the dependence on 
, we are motivated to introduce the following definition.
 to be the inverse under the Satake transform of the function 
 (so 
 for any given 
. Define the basic function to be 
 When 
, the sum is locally finite and makes sense as a function on 
.
Even though each 
 is compactly supported (with support lies in the 
-double cosets indexed by dominant coweights of 
 corresponding to weights of 
), the support gets larger when 
 increases and 
 is not longer compactly supported. Moreover, the values of 
 on each 
-double cosets can be written down in terms of representation theory (related to Kazhdan-Lusztig polynomials) and thus involve quite complicated combinatorial quantities.
, and 
. Since 
, both the source and target of the Satake isomorphism are identified as functions on 
. The Satake transform sends the characteristic function 
 to 
. So 
 and the basic function is given by 
 (always viewed as a function on 
). This generalizes to the standard representation of 
, in which case 
 (this is already a nontrivial computation) and hence 
.
, and 
 (i.e., 
). Then 
 has dimension 
 given by 
, whose trace is 
. So the corresponding basic function is given by 
 This is no longer the characteristic function of any set. More generally, take 
 and 
 (
). Then 
 So the value of 
 encodes partition numbers, and can not have simple formula. We also see that the support of 
 is contained in the cone generated by the weights of 
.
 and 
. Then computing 
 amounts to decomposing 
 into irreducibles, again this is a difficult combinatoric problem. In fact, we have 
 Here the multiplicity 
, and 
 is the number of partitions of 
 into at most 
 parts, having largest part at most 
.
I hope these examples illustrate that writing down an explicit formula for the basic function is quite hopeless in general (but see Wen-Wei Li's paper). Instead we would like to focus on finding some natural algebro-geometric object which encodes these combinatoric information. This is the main motivation to introduce the 
-monoid.
Vinberg's universal monoidsLet 
 be a split reductive group over a field 
 (later 
 will be the residue field of the local field 
). Assume 
 has a nontrivial map to 
, denoted by 
. Assume 
 is semisimple and simply-connected. Our first goal is to construct Vinberg's universal monoid 
. It is a normal affine variety 
 fitting into a commutative diagram 
 This monoid is universal in the sense that every reductive monoid with derived group equal to 
 can be obtained by base change from 
 (in fact the construction of 
 will only depend on 
).
Let 
 be a maximal torus of 
. Let 
. Let 
 be the semisimple rank of 
. Let 
 be the set of fundamental weights of 
 (dual to the coroots). Let 
 be the fundamental representation of 
 associated to 
. We extend 
 from 
 to 
 by 
 Here 
 is the longest element in the Weyl group. We also extend the simple roots 
 from 
 to 
 by 
 These extensions together give a homomorphism 
. Then 
, 
, 
. We have 
, 
, 
, 
, 
. So 
 So 
 In other words, this is a monoid in 
 defined by the equation 
 (which is smooth).
Ngo's 
-monoidsNow let 
 be an irreducible representation. Let 
 be a maximal torus in the adjoint group of 
. The highest weight of 
 defines a cocharacter 
, hence a cocharacter of 
.  We identify 
 using a choice of simple roots. Then 
 can be extended to a morphism of monoids 
-monoid 
 is defined by base changing the universal monoid 
 along 
.  So we have a commutative diagram 
, 
. Then 
. So we have 
 Notice that the unit group is 
 when 
 is odd and 
 when 
 is even (the derived group is 
 in both cases).  Notice that this monoid is singular at the origin when 
, which reflects the fact that the basic function are more complicated than the 
 case.
 is the identity map (e.g., 
 in the previous example) ensures that the unit group of 
 is 
 and we obtain a commutative diagram  
 The construction of 
 can be characterized in terms of toric varieties: it is the unique reductive monoid with unit group 
 such that the closure of any maximal torus 
 in 
 is the toric variety associated to 
 and the cone generated by the weights of 
.
Arc spacesDirectly comes from the construction of 
 one sees that 
 is exactly supported on the 
-double cosets associated dominant weights generated by the weights of 
. So the basic function 
 can be viewed as a function on 
. Now take 
. Then we have the advantage of endowing 
 an algebro-geometric structure over the residue field 
.
 be an algebraic variety over a field 
. We define its 
-th jet space 
 to be the functor sending a 
-algebra 
 to the set 
. If 
 is affine, then 
 is also representable by an affine 
-scheme of finite type. In particular, 
 consists of order-
 arcs in 
. When 
 we exactly recover the tangent bundle of 
. For more general 
, 
 contains information about the singularities of 
.
 is defined by 
, then 
 is defined by the equation 
 with extra variables 
.  Take 
. Then 
 is given by 
 One can find 
 exactly has 
 irreducible components, each isomorphic to 
 given by the first 
 of the 
-coordinates are 0 and first 
 of the 
-coordinates equal to zero, where 
. The component with 
 maps to the line 
, and the component with 
 maps to the other line 
. All the rest 
 components maps to the singularity (the origin).
. Then 
 has one irreducible component of dimension 
 which dominates 
, and has one extra component of the same dimension mapping to the origin when 
.
If 
 is smooth, then the natural map 
 is smooth and surjective. In general, if 
 is not smooth, then 
 may fail to be surjective, and the transition maps can be rather complicated.
. In particular, 
, which consists of (formal) arcs 
 of 
 (here 
 is the formal disc).
Again if 
 is smooth then 
 is formally smooth and surjective. A theorem of John Nash says that the inverse image of 
 in 
 has only finitely many irreducible components, each corresponds to a component in the inverse image of 
 in any resolution of singularities of 
.
 be a smooth open dense subvariety. We define 
 to be the space of non-degenerate arcs in 
. Namely for a 
-algebra 
, 
 consists of arcs 
 such that inverse image 
 is open in 
 and surjects to 
. In particular, we have 
If one has a 
-adic sheaf 
 on 
, then taking the Frobenius trace gives us a function 
 (if 
 is a complex, then take alternating trace on the cohomology groups). Similarly, if we only have a sheaf on 
, we can still obtain a function on 
. When specializing to 
 and 
, we can obtain a function on 
 as desired. Our next goal is then to construct a canonical sheaf on 
, whose associated function gives the basic function 
.
IC sheaves and functionsIf 
 is a variety over 
, there is a canonical sheaf associated to 
, i.e., its IC sheaf which generalizes the constant sheaf and encodes the singularities of 
.
 be a smooth open dense subvariety. We define 
 to be the middle extension of the constant sheaf on 
 (so 
 a complex of sheaves in the derived category of 
). It is independent of the choice of 
 and measures the singularities of 
 along  the boundary. The shift 
 serves as the dualizing sheaf for the Poincare(-Verdier) duality for singular varieties, and is a basic example of a perverse sheaf.
 However, because the arc space 
 is infinite type over 
, there is no good theory of IC sheaves/perverse sheaves on 
. Fortunately, the singularities of 
 have a finite dimensional model.
 at 
 is a formal scheme 
 (the subscript means taking formal completion), where 
 is a finite type 
-scheme and 
 a point such that 
) Finite dimensional model exists at each point 
.
Bouthier-Ngo-Sakellaridis [1] show that the stalk 
 of the IC sheaf of 
 does not depend on the choice of the finite dimensional formal model 
. It now makes sense to define the IC function on the non-degenerate arcs by 
 It is a numerical invariant encoding the singularities of 
. By taking 
 and 
, we obtain 
Now we can state the main theorem of [1].
 and 
, we have 
. So we recover 
 The shift 
 matches with the Godement-Jacquet zeta integral as well.
A global modelTo prove the main theorem, we need a concrete construction of the finite dimensional model of 
 at non-degenerate arcs. To do so we make use of a global smooth projective curve 
. From now on, let 
 (with left and right 
-actions).
-point of the quotient stack 
 consists of a principal 
-bundle 
 over 
 together with a 
-equivariant map 
.  Consider the stack 
, whose 
-points consists of maps 
, namely a principal 
-bundle 
 over 
 together a 
-equivariant homomorphism 
. We now add the non-degeneracy and define 
 to be the open substack of 
 such that 
 factors through 
 for a open subset 
. Then one can show that 
 is an algebraic space locally of finite type.
 to 
, we fix a 
-point 
. Define 
 to be the stack classifying a point 
 together with 
, a trivialization of 
 on the formal disc 
. Then we have a canonical projection 
 which is a torsor under 
, hence is formally smooth. On the other hand, given a point 
, we obtain an arc  by the composite map 
 Moreover, this arc is non-degenerate (by the non-degenerate requirement when defining 
). Thus we obtain a morphism 
The following essentially says that there is no obstruction for deforming 
-bundles while fixing the induced formal arc.
.  Let 
 be a point such that 
 lies in the smooth locus of 
, and such that its image in 
 is 
 (such 
 always exists by Beauville-Laszlo patching the trivial 
-bundle). Then 
 is formally smooth.
It follows that 
 and hence 
 can serve as a finite dimensional formal model of 
 at 
. In particular,  we obtain 
Geometric SatakeLet 
. From the fixed map 
 one naturally associates to 
 a line bundle on 
. Using the trivialization of 
 induced from 
, we also obtain a generic section of this line bundle, hence a divisor 
 on 
.
Let 
 and 
 be the substack whose associated divisor is 
. By the Beauville-Laszlo patching, the data of a 
-bundle 
 and a trivialization away from 
 is the same as giving 
-bundles 
 on the formal disc 
 together with a trivialization on the punctured formal disc 
.  Then we obtain a map into the affine Grassmannians 
 (whose 
-points are 
) at 
's, 
 Moreover, a trivialization of 
 actually comes from a 
-equivariant map 
 if and only if 
 has invariant 
 for each 
. Thus we obtain an isomorphism 
 Notice each term on the right is indeed a projective variety (a Schubert variety), which models singularity of 
 when 
. Varying 
, we obtain an isomorphism 
 Using this isomorphism  and a fixed 
, we can choose the point 
 explicitly corresponding to a point 
 such that 
 is the 
-component of 
.
Now recall the geometric Satake correspondence.
 be the IC sheaf of the Schubert variety 
 shifted by its dimension 
. Then the map 
 gives an equivalence of tensor categories between  the finite dimensional representations of 
 and 
-equivariant perverse sheaves on 
 (the tensor structure given the convolution product).
Bouthier-Ngo-Sakellaridis show that 
 (The symmetric power essentially comes from looking at the map 
). Hence by the geometric Satake we have 
 The main theorem now follows by taking the 
-component.
[1]On the formal arc space of a reductive monoid, Amer. J. Math. 138 (2016), no.1, 81--108.
[2]Hankel transform, Langlands functoriality and functional equation of automorphic L-functions, http://math.uchicago.edu/~ngo/takagi.pdf.