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-rw-r--r--docs/03-architecture/13-vexecution-plane.md33
-rw-r--r--docs/04-implementation/03-execution-frontier.md232
-rw-r--r--docs/05-operations/05-gpubreach-audit.md95
-rw-r--r--docs/05-operations/06-guest-frame-path-and-looking-glass.md102
-rw-r--r--docs/README.md1
5 files changed, 362 insertions, 101 deletions
diff --git a/docs/03-architecture/13-vexecution-plane.md b/docs/03-architecture/13-vexecution-plane.md
index caaad01..3d97d07 100644
--- a/docs/03-architecture/13-vexecution-plane.md
+++ b/docs/03-architecture/13-vexecution-plane.md
@@ -568,6 +568,39 @@ forwards (local evidence and the prepared harness:
forwarding-service cost, not engine time — the number to drive down is the
7.9 ms and the per-window round trips.
+### 3.5a Copy-out change detection: fingerprint rule
+
+A forwarded launch stages every referenced data page into the data-bounce
+chunk, and after the retire wait the copy-out ships back only the pages the
+engine actually modified. That decision used to be a 32-bit additive
+checksum of the page's words, compared against a baseline captured at
+copy-in. The additive form has a structural blind spot: doubling every word
+of a 4 KB page raises each float exponent by one (+2^23 per word), and 1024
+words contribute `1024 * 2^23 = 2^33`, which is exactly `0 (mod 2^32)` — an
+in-place power-of-two scale of a whole page (`c[i] *= 2.0f`) left the
+checksum bit-identical, the page was classified "engine did not touch",
+the write-back was skipped, and the client read the pre-scale values. The
+same blindness applies to `*= 0.5f`, `* 4`, `* 8`, etc. Since `r452`
+(commit `19399f4f`) every change decision in the copy path — the retire
+wait's settle scan, the tracked and gap copy-outs, the window witness, the
+late-store witness and the idempotent-launch fingerprint — uses a 64-bit
+FNV-1a hash over the page instead; the additive sum survives only as the
+all-zero filter. Policy rule for the plane: **a change-detection
+fingerprint must not be an algebraic invariant of any plausible kernel
+operation** — use a hash, never a sum.
+
+The reader side of the same decision is the landing table: a D2H copy of a
+device VA resolves through the last recorded write of that VA. Since `r453`
+the forwarded QMD's release0 is redirected to the module semaphore by
+default (`gsp_phys_rmcall_gr_rel_mod=1`): the guest-visible release word is
+authored by the host only on the completion edge, after the copy-out has
+shipped the engine's stores, so a client's stream-ordered readback can no
+longer run ahead of the write-back (the historical shape: the engine's own
+release satisfied the guest while the copy-out was still pending). The
+engine-completion observable remains the module semaphore, and the
+per-outcome authoring path guarantees the guest word is applied on every
+outcome (timeout, wedge, no-write).
+
### 3.6 Citation map for this section
| Claim | Authority |
diff --git a/docs/04-implementation/03-execution-frontier.md b/docs/04-implementation/03-execution-frontier.md
index f5546ca..a8e03ee 100644
--- a/docs/04-implementation/03-execution-frontier.md
+++ b/docs/04-implementation/03-execution-frontier.md
@@ -1,11 +1,17 @@
# The Execution Frontier: The GR Compute-Launch Chain
-> **Status: 2026-10-06.** This page describes the current leading edge of
+> **Status: 2026-10-20.** This page describes the current state of
> guest-facing execution: the chain that must fire for a stock guest CUDA
-> kernel to run on the physical GPU, what we have proven about it, where it
-> currently stops, how we know, and the open lines of investigation and
-> theories. It is evidence-led: every statement carries either a live
-> observation, a decompilation finding, or a clearly labelled theory.
+> kernel to run on the physical GPU, what we have proven about it, how we
+> know, and where the leading edge is now. The chain fires end to end:
+> verified guest CUDA clients (vector-add, matrix-multiply and a transformer
+> kernel) execute on the physical GPU, their results verify, and the
+> engine-authored completions relay back to the guest. The leading edge has
+> moved from "can a forwarded launch execute at all?" to breadth and
+> hardening — the large-buffer staged-transfer class, reproducibility across
+> boots, and per-guest execution isolation. It is evidence-led: every
+> statement carries either a live observation, a decompilation finding, or a
+> clearly labelled theory.
>
> Evidence sources for this page: supervised physical cycles (module-owned
> GSP-RM on the reference TU104), offline firmware emulation/probing, the host
@@ -40,40 +46,59 @@ flowchart TB
J["Host polls release, relays to guest;<br/>CUDA wakes"]
```
-| # | Stage | State (2026-10-06) |
+| # | Stage | State (2026-10-20) |
|---|---|---|
| 1 | Guest builds launch + method stream | ✅ observed (stock driver, unmodified) |
| 2 | GPFIFO entry + doorbell | ✅ observed |
| 3 | Host decode + forward stream + QMD prewrite + ring/USERD | ✅ observed (forwarding path) |
| 4 | Front-end fetches the ring entry | ✅ observed (ring cursor advances) |
-| 5 | Front-end executes methods | ✅ observed on the ladder channel (object bind, cache ops, report semaphore) |
-| 6 | **Inline-QMD install** (descriptor materialised into the QMD buffer) | ✗ **not observed** |
-| 7 | **Engine reads the QMD** | ✗ **not observed** |
-| 8 | Context switch loads the channel context | ✅ context validity at dispatch is ruled in (instance flag set) — see §4 |
-| 9 | GR dispatches the grid to the SMs | ✗ never observed on this stack |
-| 10 | Engine authors release + channel semaphore | ✗ absent for forwarded launches |
-| 11 | Host relays completion; guest wakes | ✗ guest waits and times out |
-
-**One-line summary:** the guest, the emulation, the forwarding path and the
-front-end are live; the **launch-descriptor install path** (stages 6–7) is the
-leading edge, and with it stages 9–11.
+| 5 | Front-end executes methods | ✅ observed (object bind, cache ops, report semaphore) |
+| 6 | Inline-QMD install (descriptor materialised into the QMD buffer) | ✅ observed |
+| 7 | Engine reads the QMD | ✅ observed |
+| 8 | Context switch loads the channel context | ✅ context validity at dispatch is ruled in — see §4 |
+| 9 | GR dispatches the grid to the SMs | ✅ observed (the guest's results verify) |
+| 10 | Engine authors release + channel semaphore | ✅ observed — engine-authored releases relay to the guest |
+| 11 | Host relays completion; guest wakes | ✅ observed — the guest's synchronisation waits resolve |
+
+**One-line summary:** the whole chain is live — verified guest CUDA clients
+execute on the physical GPU and wake up correctly. The leading edge is no
+longer the chain itself but its breadth and hardening: the large-buffer
+staged-transfer class, reproducibility across boots, and per-guest execution
+isolation.
---
## 2. Where the leading edge is
-A stock guest program now reaches its kernel launch and submits it through the
-forwarding path. On the wire we observe the ring entry consumed and the
-front-end methods run — but the launch descriptor is never materialised, the
-engine never reads a QMD, no engine-authored completion appears, and the guest
-blocks in its synchronisation wait.
-
-This is **not** a context-validity wall (that was the previous frontier and is
-now ruled out at dispatch, §4), and it is **not** a window-mapping wall for the
-descriptor destination (that install is accepted). The wall is the **form of
-the launch method stream**: what the front-end requires in order to install the
-inline descriptor, and what the engine requires in order to read and dispatch
-it.
+A stock, unmodified guest CUDA program now executes its kernels on the
+physical GPU and verifies its results. On fresh boots the vector-add client
+(`victory_mail`) prints `VADD n=32768 bad=0` + `STATUS OK`, the
+matrix-multiply client (`victory_matmul`) prints `MATMUL n=256 bad=0` +
+`STATUS OK`, and a transformer kernel prints `dh=256 seq=64 bad=0`,
+`FFN4 layers=4 bad=0` + `STATUS OK`. The executing engine is the physical GPU
+under the module's own real GSP-RM session; the host CUDA bridge is not part
+of this path. The engine authors the completions, the host relays them to the
+guest, and the guest's synchronisation waits resolve.
+
+The leading edge has therefore moved from the launch chain itself — it fires —
+to breadth and hardening around it:
+
+* **The large-buffer staged-transfer class.** Multi-megabyte staged transfers
+ between guest memory and device memory are under repair: some large
+ multi-chunk clients still mis-verify.
+* **Reproducibility across boots.** A boot-poisoning defect was root-caused
+ and fixed: under the driver's status-queue mode the emulation read the wrong
+ queue cursor, so under load the reply ring could desynchronise, the first
+ CUDA client would fail, and the rest of that boot was poisoned (the
+ user-visible `STATUS FAIL`-then-freeze report). Fixed; re-measurement
+ across fresh boots is in progress.
+* **Per-guest execution isolation.** Multiple mediated devices with different
+ emulated VRAM sizes and multiple guests already coexist at the device level;
+ per-guest execution isolation for multiple simultaneous CUDA guests is in
+ progress.
+
+No breadth beyond these is claimed: OpenGL/Vulkan, Windows guests, migration
+and performance numbers remain planned.
---
@@ -81,17 +106,17 @@ it.
| Observable | What it proves | What it does **not** prove |
|---|---|---|
-| Ring entry consumed; ring cursor advances | The front-end is alive and fetching | Nothing about the engine |
-| Method execution on the ladder channel (report semaphore, channel semaphore) | The front-end can execute the method vocabulary | **Not** engine execution — these signals can be front-end-authored |
-| Descriptor buffer prewritten by the host with a detectable sentinel | Whether the descriptor was materialised/modified after submission | A read does not modify memory; the sentinel detects installs, not reads |
-| Install sentinel unchanged after submit | The inline-install method did not run | It does not say why (mapping, required control method, or ordering) |
-| Engine-authored release word absent; completion poll times out | The engine did not complete the launch | It does not say whether the engine started |
-| No GR fault recorded | The engine did not raise an error | Silence is not health: a skipped or never-reached launch is silent by construction |
-| Channel instance context flag set | The channel is context-valid at dispatch | Nothing about the descriptor path |
-
-**Consequence:** progress on this frontier must be measured by an
-**engine-authored** signal (the release word advancing) — not by front-end
-signals, which we have already learned to distinguish.
+| Client verification output (`bad=0` + `STATUS OK`) | The guest executed its kernel, read its results back and verified them | by itself, which engine produced the results |
+| Engine-authored release word advancing, relayed to the guest | The GR engine executed the launch and the completion relay path works | nothing about other launches |
+| The guest's synchronisation wait resolving | Completion reached the guest through the relay | nothing about other launches |
+| Ring entry consumed; ring cursor advances | The front-end is alive and fetching | **not** engine execution — these signals can be front-end-authored |
+| Reproduction across fresh boots | The path is not a lucky boot | not yet an "every boot" claim while re-measurement is in progress |
+| No GR fault recorded | The engine did not raise this error | silence is not health: a skipped or never-reached launch is silent by construction |
+
+**Consequence:** acceptance is now measured by verified guest results plus the
+engine-authored release; front-end signals remain necessary but not
+sufficient. A green run counts as progress only when the same acceptance
+reproduces across fresh boots.
---
@@ -111,90 +136,94 @@ signals, which we have already learned to distinguish.
* **Parenting/TSG for the fetch** — both parenting variants fetch identically.
* **The copy-engine path** — CE-class work, its releases and its fault relay
are live (default off); the GR path is a separate problem.
+* **The descriptor-gate line of investigation (the old T1–T4 theories).** The
+ inline-descriptor install, the engine's QMD read, the grid dispatch, the
+ engine-authored release and the guest wake-up are all now observed; the
+ gate they questioned is closed by observation (§1, §7).
+* **The old boot-poisoning defect.** Root-caused to the status-queue
+ consumption cursor and fixed; it is no longer the explanation for a failing
+ first client (§5, issue B).
---
## 5. The clear issues (ranked)
-**Issue A — the forwarded stream carries a verbatim guest prelude that cannot
-complete.**
-The forwarded stream includes a verbatim copy of the guest's prelude whose
-inline-data writes target addresses that are not present in the engine's view
-of the channel's page tables, and the referenced data is not relocated. The
-shorter, proven stream shape fires its tail (channel semaphore) but still does
-not schedule the descriptor.
-*How we know:* the prelude stalls in the forwarded form; the shorter shape's
-tail fires; the descriptor-install sentinel never changes in either case.
-*If fixed:* the install path is reached and we can observe stage 6 directly.
-
-**Issue B — the descriptor-virtualization control method is absent.**
-The method that arms the inline-descriptor install path (the QMD
-virtualization control) is not present in the forwarded stream.
-*How we know:* the method does not appear in the submitted stream, and the
-install sentinel never changes.
-*If fixed:* the front-end should materialise the descriptor — falsifiable in
-one cycle by watching the sentinel and the engine-read signal.
-
-**Issue C — diagnostic hygiene.**
-The descriptor sentinel placed at word 0 overlaps real descriptor fields; it
-must be moved to an unused word so diagnostics do not perturb what they
-measure.
+**Issue A — the large-buffer staged-transfer class.**
+Multi-megabyte staged transfers between guest memory and device memory are
+under repair: some large multi-chunk clients still mis-verify.
+*How we know:* the small and medium clients (vector-add, matrix-multiply, the
+transformer kernel) verify green while large multi-chunk transfers mis-compare
+or stall in the same configurations.
+*If fixed:* the client battery should accept the large-buffer class with the
+same verification discipline as the green clients.
+
+**Issue B — reproducibility across boots (re-measurement).**
+A boot-poisoning defect was root-caused and fixed: under the driver's
+status-queue mode the emulation read the wrong queue cursor, so under load the
+reply ring could desynchronise, the first CUDA client would fail, and the rest
+of that boot was poisoned (the user-visible `STATUS FAIL`-then-freeze report).
+*How we know:* the failure was reproduced, the cursor rule was corrected, and
+per-client unregister and session flush work again.
+*If fixed:* green on every fresh boot — re-measurement is in progress, and no
+"every boot" claim is made until it completes.
+
+**Issue C — per-guest execution isolation.**
+Multiple mediated devices with different emulated VRAM sizes and multiple
+guests already coexist at the device level; per-guest execution isolation for
+multiple simultaneous CUDA guests is in progress.
+*How we know:* the device-level coexistence is live; execution isolation is
+not complete.
+*If fixed:* multiple CUDA guests execute simultaneously without interference.
---
## 6. Lines of investigation (live)
-1. **Restore the proven launch shape** as the baseline (the shorter stream that
- fires its tail) and **re-add the virtualization control method** — one
- variable at a time, with the install sentinel and the engine-read signal as
- the readout.
-2. **Relocate or drop the verbatim prelude** so the inline-data writes target
- addresses present in the engine's view, or replace it with the equivalent
- host-side staging the proven shape already uses.
-3. **Move the sentinel** and re-run to confirm the readout is clean.
-4. **Diff against a known-good reference.** Two ways to obtain one: (a) make
- our own ladder dispatch a descriptor built from the same source material
- (in-house reference), or (b) capture a working launch of the stock stack on
- the same GPU (real method stream + descriptor + engine-visible channel
- state) and compare field by field. Either reference converts the remaining
- work from inference to differential.
-5. **Offline probing** of any rule the front-end or engine is believed to
- require, using the firmware emulator/probe tooling before spending a
- supervised cycle.
+1. **Repair the large-buffer staged-transfer class** — the multi-megabyte
+ guest↔device transfers that still mis-verify. The three green clients stay
+ the regression battery and must remain green throughout.
+2. **Complete the fresh-boot re-measurement** — demonstrate the fixed boot
+ path across fresh boots before claiming boot-to-boot reproducibility, and
+ keep the re-measured battery as the regression gate.
+3. **Per-guest execution isolation** — build from the device-level
+ coexistence of multiple mediated devices and guests to per-guest execution
+ isolation.
+4. **Hold the acceptance battery** — vector-add, matrix-multiply and the
+ transformer kernel run as a battery on every re-measurement; each entry is
+ accepted only on its own verification output (`bad=0` + `STATUS OK`).
---
-## 7. Theories (labelled; not yet proven)
-
-* **T1 — the virtualization control is the gate.** The front-end will not
- materialise an inline descriptor until the virtualization-control method
- enables the install path; its absence alone explains the inert descriptor.
-* **T2 — materialise-then-read.** The engine only schedules a descriptor that
- exists in its own view; an install targeting unmapped destinations aborts
- silently rather than faulting.
-* **T3 — the verbatim prelude poisons the launch.** Even where the tail shape
- works, the prelude's refused writes leave the launch path in a state that
- prevents the descriptor from being scheduled.
-* **T4 — relocation is the missing transform.** The guest's inline descriptor
- is valid, but it is built for the guest's view of memory; the forwarding path
- must relocate referenced data (and any embedded pointers) into the channel's
- view before install.
-
-Each theory has a one-cycle falsifier: the install sentinel, the engine-read
-signal, and the engine-authored release, in that order.
+## 7. Theories, resolved
+
+The descriptor-gate theories (T1–T4) are resolved and are not kept as open:
+the inline-descriptor install, the engine's QMD read, the grid dispatch, the
+engine-authored release and the guest wake-up are all directly observed (§1),
+so the launch chain they questioned is now proven end to end.
+
+The remaining leading-edge work is engineering rather than theory: the
+large-buffer transfer class, boot-to-boot reproducibility, and per-guest
+execution isolation. Each has an acceptance signal named in §5 before the
+work.
---
## 8. Claim discipline
-* **Engine-authored release is the only proof of execution.** Front-end
- signals (ring cursor, method execution, semaphores that the front-end can
- author) are necessary but not sufficient.
+* **Engine-authored release is the acceptance signal for execution** — now
+ observed end to end for the verified clients; the guest's own verification
+ (`bad=0` + `STATUS OK`) is the guest-side acceptance signal.
+* **Front-end signals are necessary but not sufficient.** Ring cursor and
+ front-end method execution can be front-end-authored; they never substitute
+ for the engine-authored release.
* **Silence is not health.** No fault recorded does not mean no fault
occurred; the current GR path runs without an error-reporting object, which
is itself a known observability gap.
* **Emulator verdicts are L0/L1.** They bound behaviour, never timing or
device environment.
+* **A green run counts only when it reproduces across fresh boots.** The
+ boot-poisoning defect is the worked example: one green boot is not
+ reproducibility.
* **A wall is closed only by an acceptance signal**, and the acceptance signal
for this frontier is named before the experiment.
@@ -218,3 +247,4 @@ signal, and the engine-authored release, in that order.
| Date | Change |
|---|---|
| 2026-10-06 | Created: the GR compute-launch chain, the leading edge (inline-descriptor install), evidence limits, exonerated walls, ranked issues, live investigation lines and theories. |
+| 2026-10-20 | Chain complete: verified guest CUDA clients execute on the physical GPU (vector-add, matrix-multiply, transformer; engine-authored completions relay and guest waits resolve). Leading edge moved to the large-buffer staged-transfer class, fresh-boot reproducibility (boot-poisoning defect fixed) and per-guest execution isolation; the descriptor-gate theories are resolved. |
diff --git a/docs/05-operations/05-gpubreach-audit.md b/docs/05-operations/05-gpubreach-audit.md
new file mode 100644
index 0000000..3c60385
--- /dev/null
+++ b/docs/05-operations/05-gpubreach-audit.md
@@ -0,0 +1,95 @@
+# GPUBreach-class audit and threat model (vGPU host module)
+
+Status: audit performed 2026-10-21 against the host module at `229bec2c`
+(`vgsp.ko`, `kernel/`), with the write-path guards landed in the same window
+(`7d4919dd`, `7a1f4805`). Scope: every host-side write whose target address
+derives from guest-supplied data. Companion reading:
+[`01-performance-correctness-security.md`](01-performance-correctness-security.md).
+
+## 1. What the GPUBreach threat is
+
+GPUBreach (IEEE S&P 2026, U. Toronto) is a GPU Rowhammer chain: the attacker
+flips bits in the physical GPU's page tables (PTEs), which turns the GPU's
+MMU into an arbitrary *device-memory* read/write primitive; the paper then
+escalates to CPU root by exploiting memory-safety bugs in the *driver* code
+that consumes those corrupted translations. It works with the IOMMU on,
+because the corruption happens inside the GPU, after translation.
+
+The relevant question for this project is therefore not "can a guest read
+device memory" (device memory is the guest's own resource here) but:
+
+1. can guest-influenced data reach a *host* write without validation, and
+2. what bounds a write that lands on a *wrong* target.
+
+## 2. Structural mitigations (why the host is not on that path)
+
+* **Guest GPU page tables are host-emulated.** The guest's GMMU page tables
+ live in the emulated vidmem shadow (BAR1 backing) or in guest RAM; the
+ host resolves guest GPU VAs through its own walk of the guest's published
+ page directories (`SET_PAGE_DIRECTORY`) or through content-verified pins.
+ There is no physical GPU MMU walk of guest-authored tables.
+* **The physical GPU's PTEs are host-owned.** Backend jobs are submitted by
+ the host module on host-authored PTE lines; the guest never supplies a
+ descriptor that the real hardware MMU consumes for host memory.
+* **Every write is aperture-bounded.** The one write primitive,
+ `svc_write_ap()`, sends SYS writes through `vfio_dma_rw()` on the mdev's
+ own VFIO container - the IOMMU/vfio layer only maps the guest's RAM - and
+ FB writes are bounds-checked against the emulated shadow size. A
+ guest-influenced target can therefore only ever land inside the guest's
+ own RAM or the vidmem shadow; a wrong target is a correctness bug, not a
+ host-memory write.
+* **No guest DMA to host buffers.** The guest's drivers talk to the
+ emulated device; they cannot address host kernel buffers. IOMMU is on
+ (vfio), and the mdev exposes only guest RAM plus the emulated windows.
+* **Guest descriptors are not trusted by construction.** Every path that
+ turns a guest VA into a host PA goes through the resolution chain
+ (guest-verified injected pins -> write/read landing ledger -> published
+ page-directory walk -> targeted record scan), and the chain's outputs are
+ re-validated per page (see §3).
+
+## 3. Write-path inventory and validation state
+
+| Write path | Target derivation | Validation today |
+|---|---|---|
+| CE fill / memset (`svc_fill`) | guest VA or physical FB/GPA from the push | per-page destination resolution (pin -> ledger -> walk), page-boundary clamped; a page with no resolution truncates loudly and demands the VA through the pin channel (`FILL-TRUNC`, `stalled VA`); zero fills onto page-table-shaped guest pages are refused (`FILL-PT-REFUSED`); below-floor window fills that resolve outside vidmem are refused (`LOWFILL-REFUSED`) |
+| CE copy (`svc_copy`) | dst/src VAs from the push | per-page resolution with pin-agreement (a fresh pin beats a stale ledger entry and repairs it); device-dst copies without a pin-resolved translation are held (`sema_copy_dst_pin_guard`) |
+| GRCE inline writes (`LOAD_INLINE_DATA`) | destination VA from the push | once-only identity gate keyed by (push VA, push content hash, dst, bytes), session-scoped and 8192 slots wide |
+| GR launch operand staging (`svc_gr_data_fill`) | argument pointers scanned from the QMD | per-page pin/ledger resolution; the resolution is stored in the ledger as the landing authority; dropped pages are named (`GRFILL-DROP`) and demanded |
+| Launch copy-out (engine results back to the shadow/guest page) | the launch's own landing records | per-page destination resolution; every write is witnessed (`OUT-PAGE-WIT`/`OUT-PAGE-POST`); staged-identity rule (only the page staged into a slot may receive the slot's content) |
+| Release/counter writes (semaphores, completion counters) | guest semaphore VAs from pushes | pool-range writes go through a pin/record-verified cache (`pool-pa`), re-validated against the current pin before the 4-byte write; exact-slot fallback for the client's tracker; forward-only apply |
+| GPFIFO/USERD writes (put/get bookkeeping) | channel registration data | the channel's own USERD/instance blocks from the alloc params, aperture-tagged |
+| Window/PTE installs (forward PDE install) | the launch's windows | installs are refused loudly when the backend rejects the PDE; the regular path leaves guest VAs in place (no host-side table mutation) |
+
+## 4. Residual risks and findings
+
+* **Wrong-but-valid writes remain possible** when every resolver agrees on a
+ stale page (e.g. a guest freed and reallocated a VA). The r391/r398/r401
+ fixes removed the known instances (contiguous fill past the first page,
+ replayed inline writes, capture-window eviction), but the class is bounded,
+ not eliminated: the guards convert silent corruption into loud
+ truncation/refusal where a page is unresolved, and the ledger is
+ session-scoped and pin-repaired where a fresh pin exists.
+* **The boot-corruption lottery** (a zero fill landing on guest page-table
+ pages) is structurally mitigated by the page-table-shape refusal and the
+ per-page clamping; no instance has been observed since r391.
+* **Diagnostics stay on**: `DST-DIVERGE` (copy-dst ledger vs probe),
+ `FILL-TRUNC`, `GRFILL-DROP`, `NOWRITE-*` and the stalled-VA demand rows
+ exist so a future divergence is visible in the boot log rather than
+ silent.
+* **What this audit does not claim**: no isolation or side-channel claim.
+ GPU Rowhammer itself is a *physical* fault-injection threat that this
+ software emulation cannot mitigate; the mitigation argument here is only
+ that the host write paths cannot be steered outside the guest's own
+ memory, and that wrong targets are bounded by IOMMU-mapped guest RAM or
+ the emulated shadow.
+
+## 5. Recommended follow-ups
+
+1. Keep the copy-destination ledger under the `DST-DIVERGE` witness and
+ promote it to a bounded hold only if a failing run names it.
+2. Extend the pin-demand channel to client device VAs (today the in-guest
+ scanner resolves only its own push/table windows), so an unresolved
+ operand page becomes a wait on real data instead of a truncated fill.
+3. Re-run this audit when the write-path guards change (any new
+ `svc_write_ap()` caller with a guest-derived target is in scope by
+ default).
diff --git a/docs/05-operations/06-guest-frame-path-and-looking-glass.md b/docs/05-operations/06-guest-frame-path-and-looking-glass.md
new file mode 100644
index 0000000..bc5447a
--- /dev/null
+++ b/docs/05-operations/06-guest-frame-path-and-looking-glass.md
@@ -0,0 +1,102 @@
+# Guest frame path and Looking Glass status (2026-10-21)
+
+This page records the state of the "show the guest's GPU output on the host"
+goal: what is proven, what is built, and exactly which pieces remain. It is
+written from live evidence on the vGPU-IO stack (guest CUDA green, ivshmem
+devices present, kvmfr module loaded on the host).
+
+## 1. What is proven
+
+* **Guest GPU rendering works through CUDA.** `tools/cuda-ab/frame_producer.cu`
+ renders an animated Julia set on the guest GPU (800x600 RGBA, ~10 fps),
+ copies the frame to host memory and publishes it into the ivshmem BAR
+ (`/sys/bus/pci/devices/0000:00:03.0/resource2`, the 128 MiB kvmfr device
+ QEMU backs with `/dev/shm/kvmfr-<uuid>`), with a small header
+ (`magic/version/width/height/stride/format/seq/timestamp`) at offset 1 MiB.
+* **The host can read those frames.** `tools/lg/frame_reader.py` maps the same
+ shm file and writes each new sequence number out as a PPM, i.e. a real
+ GPU-rendered guest frame lands on the host. This is the full transport path
+ (guest GPU -> guest sysmem -> ivshmem -> host), independent of any display
+ protocol.
+* **The ivshmem devices are visible in the guest** (`lspci`: two
+ "Inter-VM shared memory" functions; `resource2` of `0000:00:03.0` is the
+ 128 MiB window, `0000:00:04.0` the 2 MiB cursor window), and the guest can
+ mmap them (root required for the sysfs resource files).
+* **EGL enumerates the NVIDIA device in the guest.** With
+ `EGL_EXT_platform_device`/`EGL_EXT_device_enumeration` present,
+ `eglQueryDevicesEXT` returns 3 devices and `eglInitialize` on the NVIDIA
+ device succeeds (`vendor=NVIDIA version=1.5`).
+
+## 2. What is blocked, and why
+
+* **Guest GL contexts do not allocate.** `eglMakeCurrent` on an offscreen
+ pbuffer fails with `EGL_BAD_ALLOC` (0x3003) on every platform tried
+ (device, surfaceless, default). Xorg's own failure is the same class:
+ `(EE) NVIDIA(GPU-0): Failed to allocate VASpace object` then
+ `Failing initialization of X screen`. The driver cannot allocate GPU virtual
+ address space for a GL context/surface through the vGPU, so both the X
+ display path and the EGL offscreen path stop at the same wall. This is the
+ single remaining blocker for guest OpenGL (and therefore for GZDOOM /
+ doomsday rendering in the guest).
+* **The Looking Glass client (B4) cannot consume our frames directly.**
+ `looking-glass-client` (installed at `/usr/local/bin/looking-glass-client`,
+ runs under Xvfb with the `libbfd` shim in `/tmp/opencode/lgcompat`) supports
+ two transports, LGMP and SPICE. Its `app:shmFile` option still expects an
+ **LGMP session** (the `KVMFR` session header plus the shared-memory message
+ queues), not a raw framebuffer. Upstream's frame *producer* (`host/`) is the
+ Windows DXGI/IDD path. So a Linux guest-side producer must either implement
+ the LGMP session protocol or we keep the frame reader as the host-side
+ substitute (which is what `frame_reader.py` is).
+* **GZDOOM is not packaged for Ubuntu noble** (`apt-cache policy gzdoom` has
+ no candidate); `doomsday` + `freedoom` are installed as the fallback, but
+ doomsday cannot start a renderer without a working GL context (blocker
+ above).
+
+## 3. Exact remaining pieces (in order of leverage)
+
+1. **Fix the guest GL VASpace allocation.** This is an RM/vGPU-side gap: the
+ driver's `nv_vgpu` VASpace allocation for a GL context fails. Fixing it
+ unlocks Xorg, EGL offscreen GL, doomsday/GZDOOM, and the standard Looking
+ Glass guest path (the guest's GL capture driver would then work as
+ upstream expects).
+2. **Implement the LGMP session producer** (or a small Linux capture client)
+ that writes frames into the ivshmem region with the KVMFR session header
+ and the frame queue protocol the client expects. The transport half is
+ already proven; this is protocol work in the guest (or a host-side
+ substitute that speaks LGMP).
+3. **Packaging**: GZDOOM would need a source build or a flatpak/snap; the
+ doomsday fallback is installed and only blocked by (1).
+
+## 4. Reproduce
+
+```bash
+# guest (root, because the sysfs resource is root-only):
+sudo /tmp/frame_producer 60 800 600 10 # 60 frames, 800x600, 10 fps
+
+# host:
+python3 tools/lg/frame_reader.py --frames 5 --out /tmp/opencode/frames
+# -> SAVED seq=N 800x600 fmt=0 -> /tmp/opencode/frames/frame-NNNN.ppm
+
+# guest EGL probe (shows the enumeration success and the MakeCurrent wall):
+gcc -O2 -o egl_frame tools/guest-diag/egl_frame.c -lEGL -lGLESv2
+./egl_frame
+```
+
+## 5. Session-13 update (2026-10-21, r432→r441)
+
+* The single-frame path is unchanged and still proven: guest `frame_producer`
+ (CUDA Julia) -> kvmfr ivshmem BAR -> host `frame_reader.py` ->
+ `/tmp/opencode/frames/frame-0001.png` (320x240, 1431 colours).
+* `tools/lg/frame_sequence.sh` captures an **animated** sequence end to end
+ (reader first, then N frames from the guest). It is blocked by the
+ GR no-execute wedge: when the lane is wedged the render launches write zero
+ pages and the producer republishes stale identical frames (observed: 6/6
+ identical MD5s on r438; r439 published 5 identical plus one frame left in
+ the BAR by the previous boot). A multi-frame animation needs a healthy
+ lane; the frame pipeline itself is not the blocker.
+* The GL wall is untouched: `Xorg :0` -> `(EE) NVIDIA(GPU-0): Failed to
+ allocate VASpace object`, guest dmesg `NVRM: vaspaceapiConstruct_IMPL:
+ Could not construct VA space. Status ffff`, i.e. `vmmCreateVaspace` inside
+ the guest's own RM. Next step: reproduce with the guest RM's
+ `ResmanDebugLevel` raised (a guest module reload, the service's m177 path)
+ to capture which inner call returns the generic error.
diff --git a/docs/README.md b/docs/README.md
index 13f0ae5..27e04e9 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -183,6 +183,7 @@ Read in order if you are new. Jump directly if you know what you need.
| 23 | [GSP in a RISC-V VM (risc-v-gsp-rm-debugger, experimental)](05-operations/03-risc-v-gsp-rm-vm.md) — implemented, documented and tested ([audit](../debug/risc-v-gsp-rm-vm/docs/27-TOOL-AUDIT.md); [value demos](../debug/risc-v-gsp-rm-vm/docs/25-VALUE-VALIDATION.md)) | developers, analysts | 15 min |
| 24 | [risc-v-gsp-rm-debugger user guide (experimental)](05-operations/04-risc-v-gsp-rm-debugger-user-guide.md) — implemented, documented and tested ([audit](../debug/risc-v-gsp-rm-vm/docs/27-TOOL-AUDIT.md); [value demos](../debug/risc-v-gsp-rm-vm/docs/25-VALUE-VALIDATION.md)) | developers, analysts | 15 min |
| 25 | [Defensive Operations Runbook](RUNBOOK.md) | maintainers, operators | 20 min |
+| 25a | [GPUBreach-class audit and threat model](05-operations/05-gpubreach-audit.md) | developers, auditors | 15 min |
| 26 | [Engineering operations](eng-ops.md) — tool admission and workflows (Part I) plus live physical-backend operations (Part II) | maintainers, developers | 20 min |
| 27 | [Hardware and software matrix](06-portability/hardware-software-matrix.md) | developers, integrators | 20 min |
| 28 | [Developer onboarding and standards](07-developers/onboarding-and-standards.md) | contributors | 20 min |