Links & Contact

Explainer Sites

• Synchronism

  75 pages covering the coherence equation (Synchronism's central formalism — a research conjecture, not established physics; which mathematical object the equation is remains unsettled upstream, see /notebook/projects), predictions, interactive tools, and honest assessments
• SAGE

  Situation-Aware Governance Engine — research environment for persistent local AI (beings) under identity, memory, learned state, tools and Hestia-governed action, per its own docs of 2026-09-26; the 12-step Python cognition loop is upstream's 2025 design, retained as history. The deployed Rust daemon is an inference-and-metabolism gateway.
• 4-gov

  Governance explainer site.
• 4-Life

  Trust-native society research prototype (the repo's own description; the live site titles itself 'The Web4 Onramp' and opens as an educational explainer, with the simulation behind it) — agents, ATP (Allocation Transfer Packet) / ADP (Allocation Discharge Packet), and karma (the simulation's accumulated-standing score for an agent, derived from its past contributions — 4-Life's local stand-in for a T3/V3 reputation record, not a Web4 canonical term). Web4 in miniature.

GitHub

New here? Repo descriptions use Web4 vocabulary (LCT, T3/V3, MRH, MCP, RDF, ATP/ADP). See the /context glossary for full definitions.

• dp-web4 (GitHub account)

  All public repositories
• Web4

  Trust-native ontology — LCT (Linked Context Token) identity, T3 (Trust Tensor — Talent / Training / Temperament) and V3 (Value Tensor — Valuation / Veracity / Validity) as complementary tensors (the equation's T3/V3 reads “verified by” in the Web4 whitepaper and standard glossary; see the Glossary), contextualized by MRH (Markov Relevancy Horizon), resources cycled through ATP (Allocation Transfer Packet) / ADP (Allocation Discharge Packet) — charged, spent, recharged against validated value, not a one-way log — augmented with MCP (Model Context Protocol) and RDF (Resource Description Framework). Research-stage; core packages published (web4-core on crates.io and PyPI — install lines in the /notebook/projects Quick start)
• SAGE

  Situation-Aware Governance Engine — research environment for persistent local AI (beings) under identity, memory, learned state, tools and Hestia-governed action, per its own docs of 2026-09-26; the 12-step Python cognition loop is upstream's 2025 design, retained as history. The deployed Rust daemon is an inference-and-metabolism gateway.
• SWE-SAGE (private repository; public description)

  SAGE applied to software engineering (SWE), the Gemma 4 Developer Agent Competition entry. The repository github.com/dp-web4/SWE-SAGE is private and returns 404 to visitors; this link is SAGE's public description of it (2026-09-26). No results published; see /notebook/projects
• Synchronism

  Theoretical research program — coherence conjecture, coupling experiments; conceptual lineage for Web4, not an engineering dependency
• AI DNA Discovery

  Biological-computational analogy explorations
• ACT

  Agentic Context Tool — Cosmos SDK implementation of the Agentic Context Protocol (ACP); its repo calls it an early-prototype candidate ledger backend for Web4 anchoring (meant to become a human interface to Web4; not one today). Stalled, and reserved rather than abandoned: last substantive commit 2026-04-29 (a daemon entry point and a chain startup path for the fleet machine CBP; the 2026-04-10 commit before it removed the README, its content moved to the web4 repo), no running chain this site can confirm, no first-run steps published. Not a working entry point today.
• OpenClaw (fork)

  Web4 governance extension for OpenClaw agent framework (upstream branch web4-governance-complete)
• Claude Flow (fork)

  Web4 governance WASM (WebAssembly) plugin for Claude Flow
• Claude Code (fork)

  Web4 governance hooks for Claude Code (upstream branch add-web4-governance-plugin)
• ARC-SAGE

  ARC-AGI-3 (Abstraction and Reasoning Corpus for Artificial General Intelligence, third generation) harness — 94.85% official ARC Prize action score, efficiency-weighted (Claude Opus 4.6, public set, network-enabled; 23 of 25 environments completed, 92.0%; 175 of 183 levels), world models, multi-agent frame-questioning (MIT-0 — MIT No Attribution). Score carries caveats — see /arc-agi-3
• ARC Prize official scorecard

  Official, externally scored record of the 94.85% action score — the external source of record for the ARC-SAGE result. It verifies the score, not the method: the engine-source affordances and the missing harness ablation are on /arc-agi-3
• Gemma 4 Good Submission

  Parse it as 'Gemma 4 Good' + 'submission', not as a self-rating: the lab's entry (titled Attested Resilience) in the Gemma 4 Good Hackathon, run by Kaggle and Google DeepMind in May 2026. Self-supervising AI with embedded oversight for constrained environments — persistent cryptographic identity per device, R6-auditable actions (R6 = the Six-Element Action Framework: Rules / Role / Request / Reference / Resource → Result — see /context), policy as signed artifact (Apache 2.0)
• Membot

  Brain cartridge server — embedding-based semantic memory with swappable cartridges
• Hestia

  Open local-first governance daemon — agents from different vendors under one signed law on one machine, with a hash-chained action record. ('Governance' is deliberate here; see /notebook/projects.)
• Hub (4-hub)

  Rust society runtime that turns a community into a Web4 society — standalone mirror of the Hub daemon, whose source also lives in the web4 repo
• SNARC

  SNARC (Surprise / Novelty / Arousal / Reward / Conflict) — salience-gated memory plugin for Claude Code (formerly engram)

Hardbound (hardware-bound oversight suite — “oversight” meaning machine-enforced policy gating, not human supervision) is internal research — code is not publicly available. Capabilities described on the Projects page.

Contributing

New here? Read the /context glossary for the vocabulary. Hands-on: start with SAGE. The ontology and its code: start with Web4, whose core packages now install directly. ACT is the Cosmos SDK side, but it is stalled — don't start there.

Quick start

The commands live in one place: the Quick start on /notebook/projects — Web4's published packages, a SAGE instance from clone to running daemon (including the ollama pull step). This page used to carry a second copy; the two drifted apart, so it now links instead. SAGE is the hands-on starting point — it runs on a single machine, has 2,499 internally logged session records as context (2,620 including HUB; per-machine counts on /notebook/fleet, the source of record), and is where most fleet behavior originates. Web4 is the starting point for the ontology and its reference implementation. ACT is the Cosmos SDK take on the same trust primitives, but it is stalled and has no published first-run steps, so it is not a third starting point today.

Licenses

ARC-SAGE: MIT-0 (MIT No Attribution; see repo). Gemma 4 Good Submission: Apache 2.0. Other repos: see each repo's LICENSE file — check before forking. Hardbound is internal and not publicly available.

Questions or contributions? Open an issue on any public repo. SAGE and Web4 are the most active issue trackers. The dp-web4 account holds 40 original repos — 21 public, 19 internal — plus 33 forks of external work the lab builds on (32 public, one internal), 73 repositories in all. (“Original” means not-a-fork. Verified against the account on 2026-09-12.) Clone what interests you, experiment, and open a discussion if you want to engage.

There is no CONTRIBUTING guide yet and no stated policy on outside pull requests. Ask in an issue first — that's the on-ramp until a formal policy exists.

For researchers: no papers or preprints are published yet. A Synchronism preprint strategy exists upstream but is unscheduled — it gates on the researcher, with no submission target; this page previously said “in late revision,” which the repo does not support. The claims on this site (other than the externally scored ARC-AGI-3 result) rest on the lab's own reading of its session records. The raising session records through 2026-09-19 are public as full transcripts in the SAGE repo under sage/instances/<line>/sessions/. Since then most lines mirror their records privately under a ruling by the lab's human lead, not the machines (SAGE commit cefb5c184); see /notebook/raising. Coding criteria and a rater protocol are not published, and no third party has reviewed the readings.

Contact

• dp@metalinxx.io

  Research inquiries