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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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5952 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

    We found 24 Android vulnerabilities using our open source AI security agent ↗

    Hacker News discussion.

  2. GitHub · Repository created · First archived

    alphaparkinc/genpark-agent-tool-dag-speculative-prefetcher-skill ↗

    Topological tool dependency DAG scheduler and speculative prefetcher resolving agent tool execution graphs with parallel batching and speculative argument evaluation.

  3. GitHub · Repository created · First archived

    Alpha-Park/genpark-agent-dynamic-few-shot-example-selector-skill ↗

    Dynamic few-shot in-context exemplar selector utilizing semantic token overlap, cosine similarity and Maximal Marginal Relevance (MMR) diversity ranking for prompt optimization.

  4. GitHub · Repository created · First archived

    alphaparkinc/genpark-agent-dynamic-few-shot-example-selector-skill ↗

    Dynamic few-shot in-context exemplar selector utilizing semantic token overlap, cosine similarity and Maximal Marginal Relevance (MMR) diversity ranking for prompt optimization.

  5. GitHub · Repository created · First archived

    openai/mcp-extensions ↗

    Build plugins that feel like native, first-class features of ChatGPT.

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

    OpenAI scraps release of Astra 6.1 model over safety issues ↗

    Hacker News discussion.

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

    Show HN: Corral – Kill every command your agent starts ↗

    This summer I got to intern on the backend of an AI agent and I noticed that it would run commands like tail -f or some random background jobs and exit without terminating any of these. I got curious and looked up how Claude Code handles stuff like this, and it turns out they have similar problems. There are issues about background processes from the Bash tool not getting cleaned up when the session ends, and one where a timeout sends SIGTERM to…

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

    OpenAI Says It Will Not Release Newest A.I. Model Over Safety Concerns ↗

    Hacker News discussion.

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

    Show HN: Jylus – give AI systems evidence from changing data. ↗

    Hacker News discussion.

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

    AI Companies Are Not (Necessarily) Liable for Unintended AI Cyberattacks ↗

    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.