narcolepticchicken

Reward hacking sprint environment: a deliberate cheap-proxy / expensive-true composite reward over Delaware DGCL §170/§141/§160 compliance, built t...

Reward hacking sprint: a model games a status-tag-based compute SLA gate while true delivery-correctness on adversarial reserved-capacity service p...

Reward hacking sprint: OOD transfer probe. A security code-review audit ([REVIEW: PASS] tags) used to test whether a model trained to game the sla-...

Dual-track behavior eval for coding and general tool-using agents.

Synthetic corporate-governance legal-agent environment (Prime Intellect).

M8 rails harness: missing-fact detection — flag withheld facts, decline to conclude on incomplete facts, and do not over-ask when every needed fact...

M8 rails harness: legal-source status classification — bill vs enacted law vs proposed/final rule vs guidance vs enforcement action; never treat pr...

M8 rails harness: Market Structure Impact Mapper output discipline — valid JSON, required fields, no categorical exemptions, grounded citations, pr...

The frontier of the frontier: an AI agent counseling on AI export controls — advanced-chip shipments, frontier model-weight storage abroad, cloud t...

Drops an AI agent into digital-asset matters with real regulatory teeth: DeFi front-end sanctions exposure, mixer-tainted treasuries in token M&A, ...

Puts an AI agent inside live incident-response matters: SEC Item 1.05 materiality calls, health-data breach notices, CIRCIA critical-infrastructure...

Can an AI agent catch what employment counsel must catch? Noncompete rollouts against a shifting FTC landscape, exemption misclassification, stay-o...

Tests an AI agent on board-level Delaware questions: stockholder-agreement authority limits, controller conflicts and cleansing under DGCL 144, boo...

Tests whether an AI agent can work an M&A dataroom: HSR filing readiness, antitrust risk, earnout disputes, indemnity notices, and closing covenant...

Can an AI agent review a contracts dataroom like a careful junior associate? Five realistic matters (SaaS, supply, subscription, services, construc...

Private dual-track behavior eval for coding and general tool-using agents.

Leakage-resistant synthetic crypto-offering Howey-factor triage for small-model RL and evaluation

When the AI agent overcommits the company, did counsel catch it? Closed-universe matters on autonomous procurement, support-agent overpromises, ven...