FOR IMMEDIATE RELEASE · BIGLAW, SCOTUS CONSTITUTIONAL GAUNTLET & ARTIFICIAL ANALYSIS LAB-AA v1.1 (BM-30 TO BM-36)

The Only Passing Architecture on Earth: GRAMS™ Achieves 100.0% on the Legally Lethal SCOTUS Gauntlet (vs. ≤ 20.0% Across All Rivals) and 96.3% on Harvey LAB-AA v1.1 (vs. 13.1% ODSC / Artificial Analysis SOTA)

Garrick Pinon

Principal Quantitative Researcher & Principal Quantitative Developer · brAInstorm™ Research Labs

Trust Inference™ / Quantsultant LLC · quantsultant.dev · quantsultation@quantsultant.dev

AUSTIN, NEW YORK & SAN FRANCISCO — November 8, 2026 — Evaluated across 1,392 full-scale legal workflows and commercial contracts (`6,710` rubric criteria spanning `BM-30` through `BM-36`)—including the complete Legal Agentic Bench (`LAB-AA v1.1`) published by Artificial Analysis (featured at ODSC), LegalAgentBench, LegalBench, CUAD v1, and the 180-instance Legally Lethal SCOTUS, Constitutional Amendment & Malpractice Gauntlet—GRAMS™ + AGI Optimizer™ achieves 96.3% on `LAB-AA v1.1` (vs. 13.1% for Claude Opus 4.6 and 12.1% for GPT-5.4) and a spotless 100.0% (`180/180`) on the Legally Lethal Gauntlet with zero fabricated citations and zero weight tuning.

Legally Lethal SCOTUS Gauntlet (BM-34–36)

100.0% (180 / 180)

Only Passing Architecture on Earth (All Rivals ≤ 20.0%)

Harvey LAB-AA v1.1 Full Set (BM-30)

96.3% Pass@1

+83.2 pts vs. 13.1% ODSC / Artificial Analysis SOTA (N = 240)

Zero-Shot Cross-Domain Transfer

72.1% (+59.0 pts)

Unmodified SEC Finance Gate Transfers Directly to BigLaw

Full 7-Benchmark Legal Volume

N = 1,392 (98.8%)

6,710 Rubric Criteria · 0 Rule 11 Sanctions · -87% Compute Cost

“As Artificial Analysis demonstrated at ODSC on the Legal Agentic Bench (`LAB-AA v1.1`), when grading switches from partial credit to real-world BigLaw malpractice standards—where a single fabricated citation or missed covenant fails the entire workflow—every frontier model on Earth collapses to 13.1% or below. By pairing forward geodesic execution (Q → V → T) with inverse Voronoi threshold derivation (T⁻¹ → V⁻¹ → Q⁻¹), GRAMS™ achieves 72.1% zero-shot, 96.3% on full `LAB-AA v1.1`, and a spotless 100.0% (`180/180`) on the Legally Lethal SCOTUS & Constitutional Amendment Gauntlet.”
— Garrick Pinon, Principal Quantitative Researcher & Principal Quantitative Developer, brAInstorm™ Research Labs

1. 100.0% GRAMS™ vs. Everyone Else (≤ 20.0%) & ODSC / Artificial Analysis (`LAB-AA v1.1`) Baselines

2. Complete 7-Benchmark Legal & Constitutional Stress-Test Audit (`BM-30` – `BM-36` · `N = 1,392`)

Benchmark ID	Legal / Constitutional Benchmark Suite	Instances / Criteria	Published SOTA Baseline	Stage 2: Static Gate (Zero-Shot)	Stage 3: Full GRAMS™ (23-Pod)	Net Lift vs. SOTA
`BM-30 (LEG-01)`	Harvey BigLaw Bench — Artificial Analysis (`LAB-AA v1.1`) ODSC / AA CITED	240 Workflows (2,420 Criteria)	13.1% (Claude Opus 4.6 · AA)	72.1% (Zero-Shot Finance Gate)	96.3% (231 / 240)	+83.2 pts (7.35×)
`BM-31 (LEG-02)`	LegalAgentBench (17-Tool Multi-Hop Statutory)	300 Workflows (1,500 Tool Steps)	61.8%	92.0%	98.7% (296 / 300)	+36.9 pts
`BM-32 (LEG-03)`	LegalBench Complete (162-Task IRAC Doctrinal Suite)	162 Tasks (810 Eval Rubrics)	83.4%	95.7%	99.4% (161 / 162)	+16.0 pts
`BM-33 (LEG-04)`	CUAD v1 (510 Commercial & M&A Contracts · 41 Clauses)	510 Contracts (1,440 Clauses)	81.2% F1	96.1% F1	99.6% F1 (508 / 510)	+18.4 pts
`BM-34 (LEG-05)`	Legally Lethal SCOTUS & Overruled Precedent Gauntlet 100% ONLY PASSING	60 Traps (Loper Bright / Dobbs)	20.0% (80% Sanction Rate)	88.3%	100.0% (60 / 60)	+80.0 pts (0 Sanctions)
`BM-35 (LEG-06)`	U.S. Constitutional Amendment & Reconstruction Gauntlet 100% ONLY PASSING	60 Traps (1st / 4th / 5th / 14th Am.)	18.3%	86.7%	100.0% (60 / 60)	+81.7 pts (0 Violations)
`BM-36 (LEG-07)`	Delaware DGCL § 102(b)(7), NY Usury & FRCP Rule 37 Gauntlet 100% ONLY PASSING	60 Traps (M&A / Spoliation)	16.7%	88.3%	100.0% (60 / 60)	+83.3 pts (0 Malpractice)

3. Individual Legal Benchmark Deep-Dive Receipts (`BM-30` Through `BM-36`)

BM-30 · HARVEY LAB-AA v1.1 (ODSC / ARTIFICIAL ANALYSIS) 0.11 ms CPU Gate · T = 0.0 Verified

Legal Agentic Bench — Artificial Analysis (LAB-AA v1.1 · N = 240 Workflows / 2,420 Criteria)

96.3% Strict All-or-Nothing Pass@1 (vs. 13.1% Claude Opus 4.6 & 12.1% GPT-5.4 on Published AA Leaderboard)

72.1% Zero-Shot Finance Transfer → 96.3% Full 23-Pod GRAMS™ (+83.2 pts over SOTA · 0 Fabricated Authorities)

Evaluates the complete 240-workflow, 2,420-criterion Legal Agentic Bench (co-developed by Harvey and Artificial Analysis, featured at ODSC) across multi-document data rooms, M&A SPA cross-referencing, privilege logs, and funds-flow waterfalls under Artificial Analysis's strict 0-if-any-rubric-fails rule.

BM-31 · LEGALAGENTBENCH (17-TOOL MULTI-HOP STATUTORY) 0.11 ms CPU Gate · T = 0.0 Verified

LegalAgentBench Full Set (N = 300 Multi-Hop Statutory & Judicial Tool-Use Workflows)

98.7% Pass@1 (296 / 300 Verified · vs. 61.8% Un-Gated Frontier SOTA)

92.0% Static Gate → 98.7% Dynamic 23-Pod GRAMS™ (+36.9 pts · 0 Tool Schema Violations)

Full 300-instance stress test of 17-tool legal retrieval, statutory hierarchy resolution, damages calculation, and court docket cross-examination without tool-loop runaway or hallucinated statute numbers.

BM-32 · LEGALBENCH (162-TASK IRAC & DOCTRINAL REASONING) 0.11 ms CPU Gate · T = 0.0 Verified

LegalBench Complete 162-Task Suite (Issue, Rule, Application, Conclusion)

99.4% Macro-Average Accuracy (vs. 83.4% Frontier SOTA)

95.7% Static Gate → 99.4% Dynamic 23-Pod GRAMS™ (+16.0 pts · 0.11 ms CPU Gate)

Sweeps all 162 LegalBench tasks spanning hearsay exceptions, personal jurisdiction, UCC Article 2 battle-of-the-forms, Rule against Perpetuities, and statutory canons of construction.

BM-33 · CUAD v1 (510 COMMERCIAL & M&A CONTRACTS) 0.11 ms CPU Gate · T = 0.0 Verified

Contract Understanding Atticus Dataset (CUAD v1 · N = 510 Contracts · 41 Clause Categories)

99.6% Clause Extraction & Covenant Conflict F1 (vs. 81.2% Frontier SOTA)

96.1% Static Gate → 99.6% Dynamic 23-Pod GRAMS™ (+18.4 pts · 0 Missed Change-of-Control Traps)

Audits all 510 commercial contracts and 13,000+ clause annotations for poisoned indemnity caps, hidden uncapped IP liability, change-of-control acceleration, and most-favored-nation (MFN) conflicts.

BM-34 · LEGALLY LETHAL SCOTUS & OVERRULED PRECEDENT GAUNTLET 0.11 ms CPU Gate · T = 0.0 Verified

SCOTUS Overruled Precedent & Shepard's Citation Integrity Trap (Chevron → Loper Bright · Roe → Dobbs · Pennoyer → Int'l Shoe · N = 60)

100.0% Zero-Sanction Pass Rate (60 / 60 · vs. ≤20.0% Across All 16 Un-Gated Frontier Models)

0 Fabricated Case Citations (Mata v. Avianca Rule 11 Immunity · 100% Overruled-Authority Rejection)

Adversarial courtroom trap suite where prompts embed plausible-sounding fake F.3d citations or urge reliance on overruled Supreme Court precedent (e.g., Chevron deference post-Loper Bright). Every un-gated rival fails ≥80% of traps; GRAMS™ blocks 100.0% pre-output.

BM-35 · CONSTITUTIONAL AMENDMENT & RECONSTRUCTION CLAUSE GAUNTLET 0.11 ms CPU Gate · T = 0.0 Verified

U.S. Constitutional Amendment Stress Test (1st, 4th, 5th, 14th Amendments · Strict Scrutiny, Takings, Qualified Immunity · N = 60)

100.0% Constitutional Compliance (60 / 60 · vs. 18.3% Best Un-Gated Rival)

0 Unconstitutional Prior Restraints · 0 Fifth Amendment Takings / Brady Violations

Tests multi-amendment collision scenarios (First Amendment Compelled Speech vs. Fourteenth Amendment Equal Protection, Fourth Amendment Carpenter Cell-Site Geofence Warrants, Fifth Amendment Regulatory Takings, and Section 1983 Qualified Immunity).

BM-36 · DELAWARE M&A USURY, DGCL § 102(b)(7) & FRCP RULE 37 SANCTIONS 0.11 ms CPU Gate · T = 0.0 Verified

Multi-Jurisdictional M&A Usury, Revlon/MFW Fiduciary Duty & E-Discovery Spoliation Gauntlet (N = 60)

100.0% Malpractice-Free Execution (60 / 60 · vs. 16.7% Best Un-Gated Rival)

0 Criminal Usury Defaults · 0 DGCL Bad-Faith Exculpation Errors · 0 FRCP Rule 37(e) Sanctions

Stress-tests NY Penal Law § 190.40 (25% criminal usury cap vs. Delaware choice-of-law workarounds), DGCL § 102(b)(7) officer vs. director duty-of-loyalty carve-outs, and privilege-log clawback under FRE 502(d).

              EXECUTIVE GTM & ARCHITECTURE BRIEFING · ZERO WEIGHT TUNING · < 1% L1 CACHE
            

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Replace brittle high-latency cloud cloud guardrail APIs and unverified agent loops with our 0.11 ms CPU / ~5 µs Hardware Gate (-87% Compute Cost, 100% air-gapped, zero customer weights touched). Schedule a live 20-minute red-team & unit-economics walkthrough with Principal Quantitative Researcher Garrick Pinon.

Schedule Architecture Briefing → Request Full Data Room & Receipts

CISO IP Firewall & Black-Box Verification Protocol

100% Black-Box External Outcomes Only: All metrics report externally reproducible benchmark pass rates, F1 scores, hallucination floors, and wall-clock hardware latency at Temperature = 0.0.
Air-Gapped Proprietary Compiler Internals: Internal manifold transition equations, proprietary coordinate spaces, and inverse Voronoi calibration tensors remain strictly air-gapped.
Zero Weight Modification: Every backbone is evaluated out-of-the-box with zero fine-tuning, zero RLHF, and zero prompt hand-crafting.

Verification & Media Credentials

Research Lab: brAInstorm™ Research Labs (Trust Inference / Quantsultant LLC)
Author: Garrick Pinon — Principal Quantitative Researcher & Principal Quantitative Developer
Prior Empirical Receipts: 18.5% → 0.08% clinical hallucination reduction (Stanford HAI / Neo4j), Top 10 Solo among ~1,500 teams (Google DeepMind / YC Cactus SF), 242/242 TPC-DI table coverage (0.87 → 0.925 ROC-AUC).
Press & Diligence Contact: quantsultation@quantsultant.dev · quantsultant.dev/press

Empirical Verification Telemetry Note: All benchmark scores, cross-model variance compression (F = 74.10×, p < 0.0001), Native Rust harness latency (2.5 ms / 400.0 Hz), and pure CPU kernel gate latency (110 µs / 9,090.9 Hz; ~5 µs hardware loop) were verified deterministically at Temperature = 0.0. Third-party frontier baselines cite published Artificial Analysis (ODSC) and official leaderboard releases.