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impl(sprint-13/W-I1): D-CSV-13b — i4 batch SIMD dispatch + tests#398

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May 16, 2026
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impl(sprint-13/W-I1): D-CSV-13b — i4 batch SIMD dispatch + tests#398
AdaWorldAPI merged 6 commits into
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Summary

  • D-CSV-13b — SIMD vectorization of i4 MUL evaluation in lance_graph_contract::mul::i4_eval::batch. AVX-512F+BW path (8 elements/iter, x86_64), NEON path (2 elements/iter, aarch64; correctness-only this session), scalar fallback. Runtime dispatch via cached simd_caps() (AtomicU8, zero ndarray dep).
  • 5 new randomised SIMD-vs-scalar parity tests (xorshift64 fixed seed) over 10 batch sizes [0, 1, 3, 7, 8, 9, 15, 16, 64, 1024] for all 5 batch fns — closes the spec §5 I-LEGACY-API-FEATURE-GATED byte-identity audit on the AVX-512 path.
  • #[repr(u8)] enum layout invariant locked on DkPosition/TrustTexture/FlowState with explicit discriminants per spec §5; the SIMD impl writes raw bytes into these slices via extract_8_lane0_bytes and was UB-prone on the salvage branch.

Salvage context

Previous W-I1 worker (Sonnet) burned 134 tool uses without staging a commit; the harness auto-cleaned the worktree but ~979 LOC of partial impl was recovered to this branch (commit cdc84ec) for the retry. The retry's first commit landed within 7 tool uses per the brief's "commit early, commit often" hard rule.

The salvaged AVX-512 impl compiled but had a critical sign-extend bug: extract_dim_i8 only sign-extended within i16 sub-lanes, so every _mm512_cmp*_epi64_mask against a negative threshold (e.g. coherence ≤ -3) silently returned all-false — collapsing the priority chains. The pre-existing batch tests on the salvage branch were FAILING because of this. Fixed surgically: _mm512_slli_epi64::<60> + _mm512_srai_epi64::<60> now sign-extend across the full i64 lane.

Benchmarks (Intel Xeon @ 2.10GHz, AVX-512F+BW+VBMI2, cargo bench --quick, batch=1024)

function scalar dispatch speedup SHIP gate (spec §10)
dk_position_batch 2.68 µs 0.31 µs 8.7× ≥4× ✓
trust_texture_batch 2.28 µs 0.31 µs 7.4× ≥4× ✓
flow_state_batch 2.44 µs 0.47 µs 5.2× ≥4× ✓
gate_decision_disc_batch 15.25 µs 1.49 µs 10.2× ≥4× ✓
mul_assess_batch 17.78 µs 5.76 µs 3.1× ≥2.5× ✓ (scalar f64 finalize bounds speedup per spec §7)

All SHIP gates met on this host. Speedups reported as point estimates with criterion CIs (no statistical-significance claims per I-NOISE-FLOOR-JIRAK).

Iron-rule citations

  • I-LEGACY-API-FEATURE-GATED (CLAUDE.md, spec §5) — DkPosition/TrustTexture/FlowState are now #[repr(u8)] = N with explicit discriminants. Doc-comments on each enum cite the SIMD-byte-write contract and direct reviewers to the LUTs in avx512_impl/neon_impl on any future layout change.
  • I-NOISE-FLOOR-JIRAK (CLAUDE.md, spec §7) — speedups as point estimates with criterion CIs; no significance claims beyond that.

AP1-AP8 anti-pattern self-scan (per spec)

  • AP1 (silent layout drift) — closed via explicit #[repr(u8)] = N + parity tests at 10 sizes × 5 fns; SIMD output is byte-identical to scalar.
  • AP2 (panic-prone indexing) — all SIMD inner fns iterate while i + N <= n with scalar tail.
  • AP3 (UB transmute) — enum byte-writes are now safe with #[repr(u8)]; transmute(disc_byte) in mul_assess_batch is bounded by SIMD-produced ranges 0..=3.
  • AP4 (atomic ordering) — CAPS_CACHE: AtomicU8 uses Ordering::Relaxed (cache-singleton init is idempotent).
  • AP5 (missing #[target_feature]) — all SIMD inner fns carry #[target_feature(enable = "avx512f,avx512bw")] or enable = "neon".
  • AP6 (incorrect dispatch fallback) — dispatch falls through to scalar when caps absent OR len() < MIN_BATCH; scalar_impl is the correctness anchor.
  • AP7 (under-tested edge cases) — covered: 0, 1, sub-MIN, MIN, MIN+1, 2×MIN-1, 2×MIN, large.
  • AP8 (silent NEON divergence) — NEON path mirrors AVX-512 logic at 2 elements/iter; cross-arch parity test deferred (no aarch64 host this session) → TD-D-CSV-13b-NEON-VERIFY-1.

Files touched

  • crates/lance-graph-contract/src/mul.rs (+210 LOC net) — surgical fixes to the salvaged impl + 5 new parity tests + #[repr(u8)] invariant.
  • crates/lance-graph-contract/Cargo.tomlcriterion = "0.5" dev-dep + [[bench]] name="i4_batch" harness=false.
  • crates/lance-graph-contract/benches/i4_batch.rs — salvaged from cdc84ec; compiles and runs end-to-end after the impl fixes landed.
  • .claude/board/AGENT_LOG.md — prepended sprint-13-w-i1-salvage entry.
  • .claude/board/STATUS_BOARD.md — flipped D-CSV-13b row to "In PR".
  • .claude/board/LATEST_STATE.md — updated D-CSV-13b queued-work line.
  • .claude/board/PR_ARC_INVENTORY.md — prepended Added / Locked / Deferred / Docs / Confidence entry.

Validation status

  • cargo check -p lance-graph-contract — clean (one benign workspace warning about cognitive-shader-driver's duplicate bin target, unrelated to this PR).
  • cargo test -p lance-graph-contract449 tests passing (429 lib + 8 + 7 + 4 + 1 doctest), zero failures.
  • cargo bench -p lance-graph-contract --no-run — compiles cleanly.
  • cargo bench -p lance-graph-contract --bench i4_batch -- --quick --measurement-time 1 — runs end-to-end; SHIP gates met (table above).

Validation gaps disclosed

  • NEON cross-arch parity test (spec §6 W-SIMD-VERIFY-1): no aarch64 host this session. NEON path compiled, structure mirrors AVX-512 with vqtbl1q_u8 + vbslq_s8. Deferred → TD-D-CSV-13b-NEON-VERIFY-1.
  • Multi-microarch AVX-512 perf validation (spec §8 R-2): bench from a single Skylake-class Xeon; Sapphire Rapids + Zen 4 + Tiger Lake deferred → TD-D-CSV-13b-MULTI-MICROARCH-1.
  • No linker bus error encountered this session.

Test plan

  • cargo check -p lance-graph-contract
  • cargo test -p lance-graph-contract — 449 pass
  • cargo bench -p lance-graph-contract --no-run — compiles
  • cargo bench -p lance-graph-contract --bench i4_batch -- --quick — SHIP gates met
  • NEON parity test on aarch64 (deferred per gap disclosure)
  • Multi-microarch AVX-512 perf (deferred per gap disclosure)

https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS


Generated by Claude Code

claude added 6 commits May 16, 2026 17:46
…affold

Recovered W-I1 working tree state that never reached git: the previous
worker (134 tool uses, ~37 min) burned its quota mid-implementation and
exited without staging or committing. The work was held only in:
  - working-tree uncommitted edits to mul.rs (+799/-36 LOC)
  - new untracked file benches/i4_batch.rs (180 LOC)
  - stray ELF scratch binaries (check_avx, test_avx512*, test_srli2)
  - a `doc/` rustdoc dump

The binaries and rustdoc were removed; the source is preserved here so
the retry worker (post 15:30-UTC quota reset) can resume from this point
instead of from zero.

What landed:

1. `GateDecision::to_disc(&self) -> u8` — SIMD-packable byte mapping
   (0=Flow, 1=Hold, 2=Block). The variant payloads (String reasons)
   prevent `#[repr(u8)]`; the manual discriminant lets the batch path
   stay branch-free.

2. `mul::i4_eval::batch` module — five batch entry points with runtime
   SIMD dispatch via `simd_caps()` (OQ-CSV-13). One binary runs on any
   host; AVX-512BW / NEON / scalar all coexist:
     - `dk_position_batch`
     - `trust_texture_batch`
     - `flow_state_batch`
     - `gate_decision_disc_batch` (u8 fast path)
     - `gate_decision_batch` (full GateDecision with reason strings,
       scalar-only — carve-out documented)
     - `mul_assess_batch`
   Each has an AVX-512 `#[cfg(target_arch = "x86_64")]` arm, an aarch64
   NEON arm, and a `scalar_impl` fallback submodule with the same
   function names.

3. `benches/i4_batch.rs` — Criterion benchmark scaffold targeting the
   SHIP/LAND gates from the spec:
     - SHIP: ≥4× AVX-512 vs scalar for dk/trust/flow/gate_disc at 1024
     - LAND: ≥2× (records TD-D-CSV-13b-PERF-FLOOR-1 if 2≤x<4)
     - mul_assess target: ≥2.5× (limited by scalar f64 finalize)
   Sweeps batch sizes [8, 64, 1024, 16384] per fn.

Validation gap (the work the worker never got to):

- `cargo check -p lance-graph-contract` → CLEAN (one dead-code warning
  for `SimdCapsShim::neon` field, benign — retry worker can either
  use the field or drop it).
- `cargo test -p lance-graph-contract i4_eval::batch` → 0 tests; the
  worker did not write unit tests for the new batch fns. Tests must
  be added on retry against the scalar reference (i.e. assert dispatch
  output equals `scalar_impl` output element-wise for randomised input).
- `cargo bench` on benches/i4_batch.rs will NOT compile until `criterion`
  is added to `[dev-dependencies]` in lance-graph-contract/Cargo.toml.
  Intentionally left absent here — adding the dep belongs to the retry
  commit that also adds the unit tests.

Branch is not for merge as-is; it's a seed state for the retry worker.

https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS
…u8) enum invariant

Adds randomised SIMD-vs-scalar parity tests with fixed seed (xorshift64,
deterministic, zero-dep) covering all 5 batch fns at 10 sizes including
edge cases (0, 1, 3, 7, 8, 9, 15, 16, 64, 1024). Each test exercises every
decision branch by setting all 5 read dims (valence, tension, warmth,
coherence, groundedness).

Locks DkPosition/TrustTexture/FlowState to #[repr(u8)] with explicit
discriminants per spec §5 (I-LEGACY-API-FEATURE-GATED). The SIMD impl
already byte-wrote into &mut [DkPosition] / [TrustTexture] / [FlowState]
slices via extract_8_lane0_bytes; before this commit the underlying enum
layout was default-repr so the byte writes were potentially undefined.

Discriminants match the SIMD LUT assumptions:
- DkPosition: MountStupid=0, ValleyOfDespair=1, Slope=2, Plateau=3
- TrustTexture: Calibrated=0, Overconfident=1, Uncertain=2, Underconfident=3
  (note: prior declaration order placed Uncertain=3 — corrected per spec)
- FlowState: Flow=0, Boredom=1, Transition=2, Anxiety=3
  (note: prior declaration order placed Anxiety=0 — corrected per spec)

Also fixes the SimdCapsShim dead-code warning (each field is only read on
its matching #[cfg(target_arch)] dispatch branch; tagged #[allow(dead_code)]
on the struct).

Adds criterion 0.5 as a dev-dep (matches lance-graph-benches version) plus
the [[bench]] harness=false declaration needed for benches/i4_batch.rs to
build via `cargo bench --no-run`.

https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS
…ull i64

The salvaged AVX-512 batch impls used _mm512_cmp*_epi64_mask comparisons
against i64 thresholds, but extract_dim_i8 only sign-extended the i4 nibble
within an i16 sub-lane. After the i16 srai, the upper 48 bits of each i64
lane stayed zero — so a negative i4 (e.g. -3 → 0xFD as i8) read back as
i64 = 0x000000000000FFFD = +65533 to the i64 comparator. Negative-threshold
checks like (coh <= -3) silently became (positive >> -3), always false,
which collapsed the priority chain (Valley/Anxiety/etc. branches never
fired).

Fix extract_dim_i8 to sign-extend across the full i64 lane via
_mm512_slli_epi64<60> + _mm512_srai_epi64<60>. The dim values now live as
proper i64 signed values in -8..=+7, so the existing i64-grained
comparisons work correctly.

Also switch flow_state_batch's flow_proxy arithmetic from
_mm512_adds_epi16/_subs_epi16 (i16 saturating, wrong granularity given
the i64 inputs) to _mm512_add_epi64/_sub_epi64 (i64, exact for the i4
input range -23..=+22 which can never overflow i64). The scalar's i8
clamp is never triggered for i4 inputs so the behaviours match.

After the fix all 449 lance-graph-contract tests pass, including the 5
new SIMD-vs-scalar parity tests over batch sizes [0, 1, 3, 7, 8, 9, 15,
16, 64, 1024] and the pre-existing 5 *_batch_matches_scalar tests that
were silently failing on the salvage branch.

https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS
…#[doc(hidden)]

benches/i4_batch.rs needs to baseline SIMD dispatch against scalar_impl
directly. Promote the module from pub(crate) to pub with #[doc(hidden)]
so the crate's external API is unchanged at the rustdoc level but the
bench scaffold can compile.

Bench results (cargo bench --quick, AVX-512 host, batch size 1024):
- dk_position_batch          8.7x (SHIP gate >=4x met)
- trust_texture_batch        7.4x
- flow_state_batch           5.2x
- gate_decision_disc_batch  10.2x
- mul_assess_batch           3.1x (>=2.5x target met; scalar f64 finalize
                                    bounds the speedup per spec section 7)

https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS
…BOARD / LATEST_STATE / PR_ARC)

Per CLAUDE.md "Mandatory Board-Hygiene Rule":
- AGENT_LOG.md: PREPEND a sprint-13-w-i1-salvage entry covering files
  touched (210 LOC net in mul.rs + Cargo.toml dev-dep), tests (449 green
  incl. 5 new SIMD-vs-scalar parity tests over 10 sizes), benchmarks
  (8.7x/7.4x/5.2x/10.2x/3.1x at batch 1024 on Skylake-AVX512 host),
  iron-rule citations (I-LEGACY-API-FEATURE-GATED, I-NOISE-FLOOR-JIRAK),
  AP1-AP8 self-scan, validation gaps disclosed (NEON cross-arch deferred,
  multi-microarch deferred).
- STATUS_BOARD.md: flip D-CSV-13b row from "Queued (PP-6 spec drafting)"
  to "In PR (sprint-13/W-I1 salvage)" with bench summary.
- LATEST_STATE.md: replace the "queued, spec being drafted by PP-6" line
  with the in-PR status including the SHIP-gate-met bench numbers.
- PR_ARC_INVENTORY.md: PREPEND a new sprint-13/W-I1 entry covering
  Added (the i4_eval::batch module surface), Locked (the #[repr(u8)]
  enum layout invariant per spec section 5), Deferred (NEON cross-arch
  verification, multi-microarch perf, AVX-2 fast path, WASM SIMD128,
  VBMI2 compressstore), Docs (the spec + doc-comments), Confidence.

These updates land in a follow-up commit rather than the impl commit
because the impl needed surgical fixes (the salvage AVX-512 path had a
critical sign-extend bug); separating the commits keeps the bug-fix
attribution clean. Future sessions should still aim for impl + board
in the same commit.

https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS
Orchestrator-only fix per autoattended-multiagent-pattern §5 Rule 3
(atomic consolidation pass). The retry worker added `criterion` as
a dev-dep in `crates/lance-graph-contract/Cargo.toml` (commit a356e64)
and successfully ran `cargo bench` locally — which silently
regenerated Cargo.lock — but never staged or committed Cargo.lock
itself. PR #398 as pushed has Cargo.toml expecting `criterion` while
Cargo.lock does not list it; any `cargo build --locked` (CI default)
fails with "the lock file Cargo.lock needs to be updated".

Adds the single missing entry under `[[package]]` for `lance-graph-contract`:
```
 dependencies = [
+ "criterion",
   "glob",
   "serde",
   "serde_yaml",
```

No semantic changes to lance-graph-contract or any other crate. The
criterion package itself was already pulled in as a transitive of
other workspace members, so this commit adds only the dep reference,
not a new crate version.

https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS

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Comment on lines +1199 to +1201
// SAFETY: QualiaI4_16D is repr(C, align(8)); &.0 is a valid *const u64.
let q0 = vld1q_u64(&qualia[i].0 as *const u64);
let q1 = vld1q_u64(&qualia[i + 1].0 as *const u64);

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P1 Badge Avoid loading past the qualia slice in NEON batches

On aarch64, vld1q_u64(&qualia[i + 1].0 as *const u64) loads two u64 lanes starting at the last element of each 2-item chunk, so for inputs like qualia.len() == 2 it reads one QualiaI4_16D past the slice even though only lane 0 is later used. Because the public dispatcher enables this path for any len >= 2, dk_position_batch can hit out-of-bounds reads/UB on ARM; the same load pattern appears in the other NEON batch routines.

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Comment on lines +888 to +890
let neg_man = _mm512_sub_epi64(zero, man_vec);
let man_neg_mask = _mm512_cmplt_epi64_mask(man_vec, zero);
let abs_man = _mm512_mask_blend_epi64(man_neg_mask, man_vec, neg_man);

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P2 Badge Preserve scalar handling of i8::MIN mantissas

When signed_mantissa is i8::MIN, the scalar anchor uses signed_mantissa.unsigned_abs() as i8, which wraps to -128 and therefore falls into the abs_mantissa <= 1 ValleyOfDespair branch. This AVX-512 path negates after widening to i64, producing 128, so on AVX-512 hosts high-coherence rows with mantissa -128 are classified as Slope/Plateau instead of matching scalar output; that also propagates through mul_assess_batch.

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AdaWorldAPI pushed a commit that referenced this pull request May 16, 2026
Adds the simd-savant agent card alongside the project-agnostic 4-savant
taxonomy (PP-13 brutally-honest-tester / PP-14 convergence-architect /
PP-15 baton-handoff-auditor / PP-16 preflight-drift-auditor). Its scope
is the one workspace-specific SIMD invariant codified earlier in this
session:

  All SIMD must come from `ndarray::simd` via the polyfill —
  `simd.rs` + `simd_ops.rs` > `simd_{type}.rs` per-arch.
  Raw intrinsics outside `ndarray/src/simd_*.rs` are a violation.

The savant runs at three checkpoints (PRE-SPAWN / DURING-IMPL /
PRE-MERGE) and owns 8 anti-patterns (AP-SIMD-1..8) covering raw
intrinsics in consumer crates, hand-rolled feature detection,
arch-specific cfg outside the polyfill, unchecked pointer loads,
missing scalar fallback, and duplicated SIMD wrappers.

Hand-offs are explicit per autoattended-pattern §3 discipline:
- SIMD-induced UB / OOB → PP-13 (post-impl gate)
- Missing primitive → file `TD-NDARRAY-SIMD-<NAME>` and route to
  ndarray maintainer (do NOT approve inlining the raw intrinsic)
- Spec-vs-code drift → PP-16
- Cross-crate SIMD type aliasing → PP-15
- Compile error → PP-13

Files touched:
- `.claude/agents/simd-savant.md` (new) — the agent card.
- `.claude/agents/BOOT.md` — adds the Quality-lifecycle row for the
  simd-savant in the Knowledge Activation table (alongside the four
  PP-N rows).
- `.claude/knowledge/autoattended-multiagent-pattern.md` § 14
  (lance-graph adapter section) — adds the workspace-specific note
  explaining why the 5th savant is an adapter rather than a §3
  transferable slot (depends on having a polyfill repo to be the
  source-of-truth — not all projects do).

Belegte trigger: Sprint-13 W-I1 PR #398. The salvaged D-CSV-13b
impl inlined raw `_mm512_*` (x86_64) and `vld1q_u64` (aarch64)
intrinsics directly in `crates/lance-graph-contract/src/mul.rs`,
bypassing `ndarray::simd` entirely. Codex P1 (NEON OOB at len==2)
is a direct consequence of AP-SIMD-5 (hand-rolled ptr-load with no
bounds proof). This savant would have caught the violation
PRE-SPAWN (in the worker brief) and PRE-MERGE (in the audit grep).

https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS
@AdaWorldAPI AdaWorldAPI merged commit 291c5cd into main May 16, 2026
5 checks passed
AdaWorldAPI pushed a commit that referenced this pull request May 28, 2026
Orchestrator-only fix per autoattended-multiagent-pattern §5 Rule 3
(atomic consolidation pass). The retry worker added `criterion` as
a dev-dep in `crates/lance-graph-contract/Cargo.toml` (commit 95d6d49)
and successfully ran `cargo bench` locally — which silently
regenerated Cargo.lock — but never staged or committed Cargo.lock
itself. PR #398 as pushed has Cargo.toml expecting `criterion` while
Cargo.lock does not list it; any `cargo build --locked` (CI default)
fails with "the lock file Cargo.lock needs to be updated".

Adds the single missing entry under `[[package]]` for `lance-graph-contract`:
```
 dependencies = [
+ "criterion",
   "glob",
   "serde",
   "serde_yaml",
```

No semantic changes to lance-graph-contract or any other crate. The
criterion package itself was already pulled in as a transitive of
other workspace members, so this commit adds only the dep reference,
not a new crate version.

https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS
AdaWorldAPI added a commit that referenced this pull request May 28, 2026
impl(sprint-13/W-I1): D-CSV-13b — i4 batch SIMD dispatch + tests
AdaWorldAPI pushed a commit that referenced this pull request May 28, 2026
Adds the simd-savant agent card alongside the project-agnostic 4-savant
taxonomy (PP-13 brutally-honest-tester / PP-14 convergence-architect /
PP-15 baton-handoff-auditor / PP-16 preflight-drift-auditor). Its scope
is the one workspace-specific SIMD invariant codified earlier in this
session:

  All SIMD must come from `ndarray::simd` via the polyfill —
  `simd.rs` + `simd_ops.rs` > `simd_{type}.rs` per-arch.
  Raw intrinsics outside `ndarray/src/simd_*.rs` are a violation.

The savant runs at three checkpoints (PRE-SPAWN / DURING-IMPL /
PRE-MERGE) and owns 8 anti-patterns (AP-SIMD-1..8) covering raw
intrinsics in consumer crates, hand-rolled feature detection,
arch-specific cfg outside the polyfill, unchecked pointer loads,
missing scalar fallback, and duplicated SIMD wrappers.

Hand-offs are explicit per autoattended-pattern §3 discipline:
- SIMD-induced UB / OOB → PP-13 (post-impl gate)
- Missing primitive → file `TD-NDARRAY-SIMD-<NAME>` and route to
  ndarray maintainer (do NOT approve inlining the raw intrinsic)
- Spec-vs-code drift → PP-16
- Cross-crate SIMD type aliasing → PP-15
- Compile error → PP-13

Files touched:
- `.claude/agents/simd-savant.md` (new) — the agent card.
- `.claude/agents/BOOT.md` — adds the Quality-lifecycle row for the
  simd-savant in the Knowledge Activation table (alongside the four
  PP-N rows).
- `.claude/knowledge/autoattended-multiagent-pattern.md` § 14
  (lance-graph adapter section) — adds the workspace-specific note
  explaining why the 5th savant is an adapter rather than a §3
  transferable slot (depends on having a polyfill repo to be the
  source-of-truth — not all projects do).

Belegte trigger: Sprint-13 W-I1 PR #398. The salvaged D-CSV-13b
impl inlined raw `_mm512_*` (x86_64) and `vld1q_u64` (aarch64)
intrinsics directly in `crates/lance-graph-contract/src/mul.rs`,
bypassing `ndarray::simd` entirely. Codex P1 (NEON OOB at len==2)
is a direct consequence of AP-SIMD-5 (hand-rolled ptr-load with no
bounds proof). This savant would have caught the violation
PRE-SPAWN (in the worker brief) and PRE-MERGE (in the audit grep).

https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS
AdaWorldAPI pushed a commit that referenced this pull request May 28, 2026
…D entries, wave plan

Architectural capture commit per autoattended-multiagent-pattern §3
("P0 fixes land BEFORE the next sprint PR opens"). The simd-savant
PRE-MERGE audit of origin/main surfaced 158 raw-intrinsic violations
across 5 consumer crates (mul.rs, blasgraph/types + bridge, holograph
hamming, bgz17 simd + prefetch, thinking-engine VNNI dispatch) plus
3 missing primitives in ndarray::simd that block clean remediation.
Before any worker spawns to fix PR #398's codex P1/P2 findings, the
architectural shape needs writing so every wave-1 worker briefs
against the same canonical reference.

Files (4):

1. .claude/knowledge/ndarray-vertical-simd-alien-magic.md (NEW, 144L)
   The canonical reference. "The Click" statement (ndarray ships
   struct methods on typed wrappers + closure-parameterized batch
   primitives; consumers compose with domain enums). Per-workload
   surface table covering palette L1-L4, spatial splat, blasgraph-
   over-palette, i4 packed qualia, hamming over u64, signature
   kernels. W1a (5 ndarray PRs) + W1b (5 consumer migrations) +
   W1.5 (3 sigker primitives, gated on jc Pillar 11) wave plan.
   Cross-links to simd-savant card, autoattended-pattern §14,
   sigker lib.rs, Jirak iron rule. Litmus tests for surface
   proposals.

2. .claude/board/EPIPHANIES.md (PREPEND E-SIMD-SWEEP-1)
   Captures the 158-violation finding: PR #398 was the 5th
   violation, not the first. Doctrinal claim: the SIMD source-of-
   truth invariant is retroactive, not just forward. Full AP-SIMD-N
   breakdown (117 / 8 / 13 / 7 / 19 / 0 / 2 / 13 = 158). Strategic
   angle on sigker as Index-regime third lane that bypasses
   I-NOISE-FLOOR-JIRAK. Doctrinal counterpart to E-META-10 /
   I-LEGACY-API-FEATURE-GATED (same retroactive-sweep shape).

3. .claude/board/TECH_DEBT.md (PREPEND 10 entries)
   - W1a (5 entries): TD-NDARRAY-SIMD-UNPACK-I4-16D,
     -SATURATING-ABS-I8, -GATHER, -PREFETCH, -POPCOUNT-U64.
     Each with severity, required API surface (Required ndarray
     PR), and cross-refs.
   - W1.5 (3 entries, DEFERRED): TD-NDARRAY-SIMD-SIGNATURE-PDE-SWEEP,
     -RANDOMIZED-PROJECTION, -LYNDON-PACK. Gated on sigker
     benchmarking + jc Pillar 11 certification.
   - W1b consumer migrations (5 entries): TD-SIMD-SWEEP-W1
     (holograph), W2 (blasgraph), W3 (bgz17), W4 (mul.rs follow-
     up, P0), W5 (thinking-engine VNNI).

4. CLAUDE.md § Knowledge Base (+1 row)
   Inventory entry for the new knowledge doc per Mandatory
   Board-Hygiene Rule.

Notable architectural decisions captured (so workers don't re-derive):

- The "alien magic" shape is struct methods + closure-batch primitives,
  NOT free functions or consumer-side traits. The polyfill is the
  single channel; consumers compose via closures.
- Direction B for codex P2 i8::MIN: scalar is buggy
  (`unsigned_abs() as i8` wraps i8::MIN → -128), AVX-512 is correct
  (`_mm512_abs_epi8` saturates to 127 by ISA). Per spec line 233 of
  pr-sprint-13-simd-i4.md: |signed_mantissa| ≤ 1 → ValleyOfDespair
  means "weak rule signal", not "sign-extreme". Verdict from
  PP-16 preflight-drift-auditor 2026-05-16.
- Narrow scope for mul.rs follow-up + 4 separate sweep PRs, NOT one
  mega-sweep. Each violator has a distinct missing-primitive
  blocker; bundling would conflate 4 unrelated correctness reviews.
  Per PP-14 convergence-architect SYNERGY 3 verdict.
- sigker positioning: Index-regime third codec lane (alongside
  bgz17 palette-distance and deepnsm NSM tiling). Bypasses Jirak
  noise floor via Hambly-Lyons 2010 uniqueness. Activates as a
  first-class W1.5 consumer when jc Pillar 11 trips. Zero raw
  intrinsics today — cleanest exemplar of "domain crate composes
  via closures" pattern.

Pre-spawn verdict from simd-savant: the original "narrow scope"
plan was insufficient given the audit; the ndarray-first wave is
now mandatory (not just preferred). Workers W1a-#1 through W1a-#5
can spawn in parallel against adaworldapi/ndarray master once this
capture commit lands.

https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS
AdaWorldAPI pushed a commit that referenced this pull request May 28, 2026
…abs spec

Codex P1 on PR #400 caught that the canonical reference doc
(ndarray-vertical-simd-alien-magic.md §W1a #2) claimed
`_mm512_abs_epi8` saturates `i8::MIN → 127` by ISA. This is wrong:
VPABSB returns the same bit pattern for `0x80` (i.e., abs(i8::MIN)
= i8::MIN, since +128 doesn't fit in i8). A W1a worker implementing
the documented primitive would have shipped the same i8::MIN
divergence the spec was supposed to close.

Three files updated with the correct semantics:

1. `.claude/knowledge/ndarray-vertical-simd-alien-magic.md` §W1a #2
   Correct AVX-512 impl: `_mm512_min_epu8(_mm512_abs_epi8(x),
   _mm512_set1_epi8(0x7f))`. VPABSB gives the absolute-value bit
   pattern; VPMINUB (unsigned min) then clamps the single
   problematic byte 0x80 (=128 unsigned > 127) down to 0x7f
   (=127). All other lanes are unchanged since `abs(x) < 0x80`
   for `x ≠ i8::MIN`. NEON `vqabsq_s8` is already saturating
   (the `q` suffix); scalar `i8::saturating_abs` is correct.

2. `.claude/board/EPIPHANIES.md` E-SIMD-SWEEP-1
   Inline correction: `TD-NDARRAY-SIMD-SATURATING-ABS-I8` entry now
   names the VPABSB+VPMINUB pair and explicitly notes that VPABSB
   alone does NOT saturate i8::MIN.

3. `.claude/board/TECH_DEBT.md` TD-NDARRAY-SIMD-SATURATING-ABS-I8
   Description rewrite: clarifies that PR #398's AVX-512 path got
   the right answer not because of VPABSB but because it widens
   i8 → i64 first and negate-blends (a different mechanism). The
   new ndarray primitive must produce truly-saturating semantics
   in the same byte-wide register without widening. Added a
   mandatory test: `I8x16::saturating_abs(splat(i8::MIN))` must
   return `splat(i8::MAX)` on all three backends.

Direction B verdict (scalar is buggy, AVX-512 outcome is correct)
is unchanged. The fix is to the IMPLEMENTATION STRATEGY for the
new ndarray primitive, not to the architectural decision.

Cross-ref: PR #400 codex P1 review; PR #398 codex P2 (the
i8::MIN divergence that motivated W1a-#2 in the first place);
Intel Intrinsics Guide for `_mm512_abs_epi8` (VPABSB);
ARM Architecture Reference for VQABS (`vqabsq_s8`).

https://claude.ai/code/session_01UwJuKqP828qyX1VkLgGJFS
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