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Earlier sources: AI agents
AI agents use models to choose actions, call tools, and work toward a goal. This thread follows agent frameworks, memory, orchestration, evaluation, and safeguards; autonomy and reliability vary between 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.
Open in the map ↗859 classified signals in the fourteen-day window. 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.
- GitHub · Repository created · First archived
alphaparkinc/genpark-personal-vault-zero-knowledge-sanitizer-skill ↗
Local-first zero-knowledge personal vault encryptor and PII sanitizer masking credentials, credit cards, and addresses before cloud LLM dispatch with client-side rehydration.
- GitHub · Repository created · First archived
Alpha-Park/genpark-personal-communication-triage-sentinel-skill ↗
Autonomous personal communication and email triage sentinel performing multi-factor urgency scoring, VIP filtering, and context-aware executive auto-drafting.
- GitHub · Repository created · First archived
alphaparkinc/genpark-personal-communication-triage-sentinel-skill ↗
Autonomous personal communication and email triage sentinel performing multi-factor urgency scoring, VIP filtering, and context-aware executive auto-drafting.
- GitHub · Repository created · First archived
Alpha-Park/genpark-personal-knowledge-vault-graph-compiler-skill ↗
Personal knowledge vault graph compiler and bi-directional link indexer parsing [[wikilinks]], tags, and unlinked mentions across personal notes (inspired by Obsidian and Roam).
- GitHub · Repository created · First archived
alphaparkinc/genpark-personal-knowledge-vault-graph-compiler-skill ↗
Personal knowledge vault graph compiler and bi-directional link indexer parsing [[wikilinks]], tags, and unlinked mentions across personal notes (inspired by Obsidian and Roam).
- GitHub · Repository created · First archived
Alpha-Park/genpark-agent-recursive-self-critique-reflection-skill ↗
Multi-agent recursive self-critique and reflection engine executing iterative evaluation-revision loops to autonomously repair logic defects, test failures, and hallucinations.
- GitHub · Repository created · First archived
alphaparkinc/genpark-agent-recursive-self-critique-reflection-skill ↗
Multi-agent recursive self-critique and reflection engine executing iterative evaluation-revision loops to autonomously repair logic defects, test failures, and hallucinations.
- Hacker News · Posted on Hacker News · First archived
A Privacy Analysis of Web and Mobile Conversational AI Agents [pdf] ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Faqs.me – Let your AI agent build the FAQ properly ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Neuroevolution: Harnessing Creativity in AI Agent Design ↗
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 AI agents
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 ↗
Related threads
Explore related regions
These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.