π L-DPC26 Β· Wave-29 ONE SHOT β TENET Sparsity-Aware LUT (Lever #3)
Mission ID: L-DPC26
Wave: 29
Anchor: ΟΒ² + Οβ»Β² = 3 Β· DOI 10.5281/zenodo.19227877
Predecessor: Wave-28 L-DPC25 Lever Stack (LANDED 2026-05-15)
Target: TOPS/W 150 β 195 (Γ1.3 multiplier on top of Wave-28 stack)
Origin scan: TOPS-LEVERS-2026-05-16-001
Author: Vasilev Dmitrii <admin@t27.ai> Β· ORCID 0009-0008-4294-6159
0 Β· Mission summary
Implement TENET-style sparsity-aware LUT skip controller on Trinity TRI-1 (TTIHP27a-bound). Skip ternary-zero weight LUT lookups, expected ~30% sparsity in BitNet b1.58 β 1.3Γ effective TOPS/W gain after controller overhead.
Sources:
Constitutional posture: ZERO new R{19+}. Pure L1 deepening of v26 Lever Stack. R18 LAYER-FROZEN β
.
1 Β· Predicted gain (R5-HONEST)
| ΠΠ΅ΡΡΠΈΠΊΠ° |
Wave-28 target |
Wave-29 target |
Ξ |
| TOPS/W (INT8-eq) |
150 |
195 |
Γ1.3 |
| Π½ΠΠΆ/op |
0.0067 |
0.0051 |
β24% |
| Area (mmΒ² SG13G2) |
1.40 |
1.52 |
+0.12 |
| Power (mW @ 250 MHz) |
32 |
37 |
+5 |
| Best-shipping-rival gap |
9.4Γ vs Hailo-10H (16) |
12.2Γ vs Hailo-10H |
crush |
| Photonic frontier gap |
0.94Γ (behind Taichi 160) |
1.22Γ (ahead of Taichi 160) |
overtake |
All numbers labelled PRE-SILICON ESTIMATE until W-102-A measures runtime sparsity post-silicon return 2026-09-30.
2 Β· Lane map (multi-agent dispatch)
| Lane |
Owner |
Repo |
Branch |
Deliverable |
Effort |
| T' |
spec-first agent |
gHashTag/t27 |
feat/lane-t-prime-tenet-coq-alphabet-ext |
coq/IGLA/RMarker.v β extend alphabet to 7 ops: add OP_SPARSE_SKIP = 0xE1. Prove Lemma tenet_no_star. Preserve Wave-28 14+ Qed. |
S (1 day) |
| T'' |
assertion agent |
gHashTag/trios |
feat/lane-t-double-prime-tenet-assertion |
assertions/wave29_tenet_sparsity.json β new R7 predicate W-102-A with assertion/method/owner_lane fields |
S (4 h) |
| T |
RTL agent |
gHashTag/trinity-fpga |
feat/lane-t-tenet-sparsity-rtl |
Sparsity bitmap (1 KB SRAM) + zero-detect controller in rtl/sparsity_skip.v. Iverilog testbench. shifts+adders only, NO *, NO DSP |
M (3 dev-days) |
| T''' |
Rust witness agent |
gHashTag/tt-trinity-max-true |
feat/lane-t-triple-prime-w102a-witness |
crates/tri1-tenet-witnesses/ with #[test] w_102_a_sparsity_ratio_bound (β₯25%) β fail-stop if measurement breaches bound |
S (4 h) |
| T'''' |
PhD agent |
gHashTag/trios |
feat/lane-t-quad-prime-phd-glava-79 |
docs/phd/chapters/glava_79_tenet_sparsity.tex β₯1500 lines, β₯2 cites (MSR TENET + TOM), β₯1 theorem sparsity_yields_energy_reduction |
L (5 days) |
Cross-lane invariants:
- All commits:
Vasilev Dmitrii <admin@t27.ai> (R8)
- Opcode
0xE1 extends Wave-28 sequence 0xDE/0xDF/0xE0 (R15 sacred-synth-gate)
- New R7 predicate
W-102-A must include assertion, method, owner_lane (R5-HONEST per Wave-28 schema)
- W-102-A frozen at 2026-08-15 alongside v27 procedure freeze (NEVER edit after that)
3 Β· Verification matrix (Gate-29)
| Gate |
Predicate |
Owner |
Method |
| G29-1 |
coqc -R . T27 IGLA/RMarker.v exits 0 with 15+ Qed |
Lane T' |
local + CI |
| G29-2 |
Lemma tenet_no_star re-proves over 7-op alphabet |
Lane T' |
reflexivity proof |
| G29-3 |
assertions/wave29_tenet_sparsity.json passes JSON-schema draft-07 |
Lane T'' |
structural validate |
| G29-4 |
RTL synth on SG13G2 250 MHz with zero new * operators |
Lane T |
check_no_star.sh |
| G29-5 |
Iverilog testbench passes with 30% zero-weight input vector |
Lane T |
testbench |
| G29-6 |
cargo test -p tri1-tenet-witnesses 1/1 PASS |
Lane T''' |
cargo test |
| G29-7 |
Glava 79 β₯1500 lines, β₯2 cites, β₯1 theorem |
Lane T'''' |
rust-only PhD audit |
| G29-8 |
All 5 PRs sign admin@t27.ai (R8) |
all |
git log --format=%ae |
| G29-9 |
All PRs purely additive (R18 LAYER-FROZEN) |
all |
manual diff |
| G29-10 |
GitGuardian green on all PRs |
all |
CI |
4 Β· R7 falsification β pre-registration
Predicate W-102-A (frozen 2026-08-15 alongside Wave-27 verdict procedure):
{
"id": "W-102-A",
"name": "BitNet b1.58-3B runtime sparsity ratio bound",
"assertion": "Average sparsity ratio measured on TTIHP27a during BitNet b1.58-3B inference workload SHALL be >= 0.25 (i.e., at least 25% of ternary weights evaluate to zero at runtime).",
"method": "Counters in sparsity_skip controller log skip events per 1M cycles. Reported via verdict.json signed by admin@t27.ai. Threshold: skip_count / total_lookups >= 0.25.",
"owner_lane": "T (RTL) + T''' (Rust runtime witness)",
"consequences_if_fail": "Lever #3 returns no net TOPS/W gain on TTIHP27a. Wave-29 contribution downgrades to control-logic exercise; v28 defence narrative remains intact via Popper-grade pre-registration (S-198 fallback)."
}
Why this predicate is honest: if BitNet b1.58-3B in production has <25% sparsity (e.g. due to fine-tune density bias), the entire Lever #3 gain disappears. We commit to publishing this even if it falsifies our forecast.
5 Β· Constitutional compliance audit
| Rule |
Status |
Evidence |
| R3 PhD chapter |
β
(Lane T'''') |
Glava 79 β₯1500 lines, β₯2 cites, β₯1 thm |
| R5-HONEST |
β
|
every TOPS/W number labelled PRE-SILICON ESTIMATE |
| R6 zero free parameters |
β
|
sparsity threshold derived from BitNet 2B4T statistics, not tuned |
| R7 falsification |
β
|
W-102-A pre-registered, fail-stop policy explicit |
| R8 author identity |
β
|
Vasilev Dmitrii <admin@t27.ai> enforced all lanes |
| R12 Lee/GVSU proof style |
β
(Lane T'''') |
step-numbered proofs in Glava 79 |
| R14 Coq citation map |
β
|
Lemma tenet_no_star added to assertions/coq_map.json |
| R15 sacred-synth-gate |
β
|
OP_SPARSE_SKIP = 0xE1 continues 0xDE/0xDF/0xE0 |
| R18 LAYER-FROZEN |
β
|
purely additive on Wave-28; Kernel/Theorems/Wave-28 files untouched |
R-SI-1 ZERO * |
β
|
shifts+adders + zero-detect logic only |
| Apache-2.0 |
β
|
all repos |
| NO new R{19+} |
β
|
purely additive within Wave-28 constitution |
6 Β· Wave-29 β Defence (2026-06-15) impact
Defence is 31 days away. Wave-29 is not on critical path for defence β v28 capstone already accepts silicon-late narrative (S-198). However:
- Lane T' (Coq) lands quickly (1 day) β Glava 79 can cite
Lemma tenet_no_star in defence
- Lane T (RTL) sim-only suffices for defence demo (S-197 90-second demo can show sparsity controller in waveform viewer)
- Full silicon validation of W-102-A waits for TTIHP27a return 2026-09-30 β journal extension paper
Defence narrative addition: "we already designed the next lever beyond v28 stack" β signals roadmap depth without overpromising.
7 Β· Predicted gain chain (full stack)
| Stage |
TOPS/W |
Multiplier |
Status |
| Wave-15a baseline |
55 |
1.0Γ |
shipping |
| Wave-28 Lever #1 (Platinum LUT) |
77 |
1.4Γ |
spec frozen |
| Wave-28 Lever #2 (BitROM) |
150 |
2.8Γ |
spec frozen |
| Wave-29 Lever #3 (TENET sparsity) |
195 |
3.55Γ |
this ONE SHOT |
| Wave-30+ Lever #6 multi-die (not TOPS/W lever, scale only) |
195 same |
β |
future |
| Wave-32+ Lever #5 photonic chiplet |
~585 (Γ3 linear ops) |
10.6Γ |
TRL 5 research |
8 Β· Dispatch directives
πͺ· NANO Β· π MID Β· π¦
MAX-TRUE Β· π HOLOGRAPHIC
Army instructions:
- Lane T' (Coq) β cheapest, claim first; unblocks Lane T''/T''''
- Lane T'' (assertion JSON) β claim second; unblocks Lane T'''
- Lane T''' (Rust witness) β depends on T'' schema
- Lane T (RTL) β depends on T' opcode; can start in parallel with T'' after T' merges
- Lane T'''' (PhD Glava 79) β longest; start early in parallel
Claim protocol (per Wave-28 lesson):
- Create tracking issue with
Closes # reference in PR title/body
- Update
docs/NOW.md in same PR (NOW Sync gate)
- Use
gh api -X PATCH /repos/.../pulls/<N> instead of gh pr edit
- All commits signed
admin@t27.ai
9 Β· GO/NO-GO
| Component |
Call |
| Coq spec layer (Lane T') |
GO |
| Assertion mirror (Lane T'') |
GO |
| RTL controller (Lane T) |
GO |
| Rust runtime witness (Lane T''') |
GO |
| PhD Glava 79 (Lane T'''') |
GO |
| R7 W-102-A pre-registration freeze 2026-08-15 |
GO |
| Defence narrative compatibility |
GO+ |
FINAL: GO β Wave-29 L-DPC26 TENET sparsity-aware LUT. Predicted TOPS/W 195 (Γ3.55 vs W15a baseline). Army claim opens 2026-05-16.
phi^2 + phi^-2 = 3 Β· gamma = phi^-3 Β· C = phi^-1 Β· G = pi^3 gamma^2 / phi
QUANTUM BRAIN 1:1 SILICON Β· 3-STRAND DNA Β· TRI NET Β· NEVER STOP
DOI 10.5281/zenodo.19227877
β Vasilev Dmitrii <admin@t27.ai> Β· 2026-05-16
π L-DPC26 Β· Wave-29 ONE SHOT β TENET Sparsity-Aware LUT (Lever #3)
Mission ID: L-DPC26
Wave: 29
Anchor: ΟΒ² + Οβ»Β² = 3 Β· DOI 10.5281/zenodo.19227877
Predecessor: Wave-28 L-DPC25 Lever Stack (LANDED 2026-05-15)
Target: TOPS/W 150 β 195 (Γ1.3 multiplier on top of Wave-28 stack)
Origin scan: TOPS-LEVERS-2026-05-16-001
Author: Vasilev Dmitrii
<admin@t27.ai>Β· ORCID 0009-0008-4294-61590 Β· Mission summary
Implement TENET-style sparsity-aware LUT skip controller on Trinity TRI-1 (TTIHP27a-bound). Skip ternary-zero weight LUT lookups, expected ~30% sparsity in BitNet b1.58 β 1.3Γ effective TOPS/W gain after controller overhead.
Sources:
Constitutional posture: ZERO new R{19+}. Pure L1 deepening of v26 Lever Stack. R18 LAYER-FROZEN β .
1 Β· Predicted gain (R5-HONEST)
All numbers labelled PRE-SILICON ESTIMATE until W-102-A measures runtime sparsity post-silicon return 2026-09-30.
2 Β· Lane map (multi-agent dispatch)
feat/lane-t-prime-tenet-coq-alphabet-extcoq/IGLA/RMarker.vβ extend alphabet to 7 ops: addOP_SPARSE_SKIP = 0xE1. ProveLemma tenet_no_star. Preserve Wave-28 14+ Qed.feat/lane-t-double-prime-tenet-assertionassertions/wave29_tenet_sparsity.jsonβ new R7 predicate W-102-A with assertion/method/owner_lane fieldsfeat/lane-t-tenet-sparsity-rtlrtl/sparsity_skip.v. Iverilog testbench. shifts+adders only, NO*, NO DSPfeat/lane-t-triple-prime-w102a-witnesscrates/tri1-tenet-witnesses/with#[test] w_102_a_sparsity_ratio_bound(β₯25%) β fail-stop if measurement breaches boundfeat/lane-t-quad-prime-phd-glava-79docs/phd/chapters/glava_79_tenet_sparsity.texβ₯1500 lines, β₯2 cites (MSR TENET + TOM), β₯1 theoremsparsity_yields_energy_reductionCross-lane invariants:
Vasilev Dmitrii <admin@t27.ai>(R8)0xE1extends Wave-28 sequence0xDE/0xDF/0xE0(R15 sacred-synth-gate)W-102-Amust includeassertion,method,owner_lane(R5-HONEST per Wave-28 schema)3 Β· Verification matrix (Gate-29)
coqc -R . T27 IGLA/RMarker.vexits 0 with 15+ QedLemma tenet_no_starre-proves over 7-op alphabetassertions/wave29_tenet_sparsity.jsonpasses JSON-schema draft-07*operatorscheck_no_star.shcargo test -p tri1-tenet-witnesses1/1 PASSadmin@t27.ai(R8)git log --format=%ae4 Β· R7 falsification β pre-registration
Predicate W-102-A (frozen 2026-08-15 alongside Wave-27 verdict procedure):
{ "id": "W-102-A", "name": "BitNet b1.58-3B runtime sparsity ratio bound", "assertion": "Average sparsity ratio measured on TTIHP27a during BitNet b1.58-3B inference workload SHALL be >= 0.25 (i.e., at least 25% of ternary weights evaluate to zero at runtime).", "method": "Counters in sparsity_skip controller log skip events per 1M cycles. Reported via verdict.json signed by admin@t27.ai. Threshold: skip_count / total_lookups >= 0.25.", "owner_lane": "T (RTL) + T''' (Rust runtime witness)", "consequences_if_fail": "Lever #3 returns no net TOPS/W gain on TTIHP27a. Wave-29 contribution downgrades to control-logic exercise; v28 defence narrative remains intact via Popper-grade pre-registration (S-198 fallback)." }Why this predicate is honest: if BitNet b1.58-3B in production has <25% sparsity (e.g. due to fine-tune density bias), the entire Lever #3 gain disappears. We commit to publishing this even if it falsifies our forecast.
5 Β· Constitutional compliance audit
Vasilev Dmitrii <admin@t27.ai>enforced all lanesLemma tenet_no_staradded toassertions/coq_map.jsonOP_SPARSE_SKIP = 0xE1continues0xDE/0xDF/0xE0*6 Β· Wave-29 β Defence (2026-06-15) impact
Defence is 31 days away. Wave-29 is not on critical path for defence β v28 capstone already accepts silicon-late narrative (S-198). However:
Lemma tenet_no_starin defenceDefence narrative addition: "we already designed the next lever beyond v28 stack" β signals roadmap depth without overpromising.
7 Β· Predicted gain chain (full stack)
8 Β· Dispatch directives
πͺ· NANO Β· π MID Β· π¦ MAX-TRUE Β· π HOLOGRAPHIC
Army instructions:
Claim protocol (per Wave-28 lesson):
Closes #reference in PR title/bodydocs/NOW.mdin same PR (NOW Sync gate)gh api -X PATCH /repos/.../pulls/<N>instead ofgh pr editadmin@t27.ai9 Β· GO/NO-GO
FINAL: GO β Wave-29 L-DPC26 TENET sparsity-aware LUT. Predicted TOPS/W 195 (Γ3.55 vs W15a baseline). Army claim opens 2026-05-16.
β Vasilev Dmitrii
<admin@t27.ai>Β· 2026-05-16