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Earlier sources: Artificial Intelligence

Artificial intelligence covers systems that learn from data, generate content, perceive their surroundings, or act toward a goal. Follow model research, agent tooling, evaluation, and the infrastructure used to build and run these systems.

SYMTRI organizes observations from public sources into a living map. Connections reflect shared subject matter; they do not establish causation or endorse a source.

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5928 classified signals in the fourteen-day window. Recent momentum: steady. These counts include signals awaiting readable evidence.

Earlier sources

Up to ten sources with readable evidence, ordered by their feed timestamp. These archive sources can be older than the live fourteen-day window. This list is a sample, not a measure of total activity. Dates distinguish paper publication, repository creation, model/dataset activity, Hacker News posts, and KEV catalog additions. “First archived” records when SYMTRI first stored the signal.

  1. Hacker News · Posted on Hacker News · First archived

    The model observes, a table decides: keeping an LLM out of pet triage ↗

    Hacker News discussion.

  2. Hacker News · Posted on Hacker News · First archived

    Laya "System 1" Code Intelligence for AI Agents ↗

    Hacker News discussion.

  3. GitHub · Repository created · First archived

    BoomingMind/production-ai-engineering-suite ↗

    Open-source repository in Python.

  4. Hacker News · Posted on Hacker News · First archived

    Docker releases cloud sandboxes, enabling safe agentic workloads in the cloud ↗

    Hacker News discussion.

  5. Hacker News · Posted on Hacker News · First archived

    Show HN: Jev-pilot – Jev picks Claude Code's effort, model and skill per prompt ↗

    Hacker News discussion.

  6. GitHub · Repository created · First archived

    JALAL591/compose-bridge ↗

    Real-time on-device visual editor for Jetpack Compose + MCP Server for AI agents. Live UI tuning, AST-guided surgical source splicing, and standalone AI-driven code edits — no phone needed.

  7. Hacker News · Posted on Hacker News · First archived

    4% of Sessions, 65% of the Bill: 30 Days of Claude Code Telemetry ↗

    Hacker News discussion.

  8. GitHub · Repository created · First archived

    47vigen/catherd ↗

    Herds coding agents: autopilot builds from your own Claude Code session — Claude plans and verifies, Codex and opencode write the code, Jev picks the model.

  9. Hacker News · Posted on Hacker News · First archived

    Askholes and Low Effort AI Answers ↗

    Hacker News discussion.

  10. Hacker News · Posted on Hacker News · First archived

    CrowdStrike: Frontier AI for Cybersecurity ↗

    Hacker News discussion.

Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.

How to assess evidence about Artificial Intelligence

Check each original source for its methods, release status, limitations, and supporting data. A repository announcement, a preprint, and a published study provide different kinds of evidence. SYMTRI’s subject classification helps discovery; it does not independently validate the source’s claims.

See the collection and counting methodology ↗ · Read the weekly synthesis ↗

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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.