Public-safe falsifier lab for observer-aware AI research: synthetic demos, evidence gates, negative controls and witness logs.
-
Updated
May 3, 2026
Public-safe falsifier lab for observer-aware AI research: synthetic demos, evidence gates, negative controls and witness logs.
Public index for sanitized repositories, boundaries, whitepapers and support links.
Public-safe UI boundary for local-first agent-state observability experiments; no private runtime connectors or diagnostic claims.
MIT synthetic simulation sandbox for observable runs, falsifier examples and public-safe research boundary demos.
Governance-bound Python security research runtime with policy-gated dry-run execution, SCLite contract evidence, and public-safe validation traces.
Public-safe agentic engineering workflow patterns covering execution loops, tool permissions, review gates, logging, refusal rules, and human approval.
Public-safe aggregate workspace for AI-assisted tools, automation workflows, and reusable Codex operating patterns.
Public proof surface for simulation-first solar hydrogen control logic, safety gating, and ledger discipline.
Public mission-critical field-discipline notes for electrical, controls, and infrastructure review boundaries.
Public boundary model for documenting local AI labs and agent-assisted engineering without exposing private infrastructure.
Public Pico 2/RP2350A PIO I2C reference scaffold with educational examples and private firmware boundaries.
Public lab for turning technical work into boundary-aware READMEs, artifact status, and claim-reviewed proof surfaces.
Public-safe electrical and controls architecture studies covering control narratives, sensor/actuator patterns, safety boundaries, and validation review.
Public-safe civic infrastructure production studies covering recycling automation, 3D-print workflows, material flow, QA boundaries, and Foundation-adjacent engineering separation.
Zeid Data Research Labs is where suspicious logs, broken pipelines, and “damn, I'm lost again” engineering come to be judged.
Public derivative EPI scaffold for mixed-quantization research framing, review gates, and claim boundaries.
Public derivative EPI scaffold for attention-head pruning research framing, review gates, and claim boundaries.
Public-safe standards-aware validation templates for safety checklists, test procedures, risk registers, and proof limits.
Public-safe DGX/NVIDIA workstation documentation patterns without exposing topology, endpoints, credentials, or sealed IP.
Public-safe automated engineering system patterns covering memory, source control, workflow automation, run logs, mirrors, and review loops.
Add a description, image, and links to the public-safe topic page so that developers can more easily learn about it.
To associate your repository with the public-safe topic, visit your repo's landing page and select "manage topics."