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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 ↗846 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.
- Hacker News · Posted on Hacker News · First archived
Metagente, a tiny language for AI agents that speaks MCP and A2A ↗
Hacker News discussion.
- GitHub · Repository created · First archived
longsurf-ai/openchart ↗
OSS trading workspace with your favorite agents
- GitHub · Repository created · First archived
Andiii208/seu-handbook-skill ↗
把《东南大学大学生手册（2025）》变成可装进本地 Agent 的 Skill：规章全文按条拆分可溯源，高频加分/评奖/绩点表结构化，官方渠道清单处理每年变化的信息
- Hacker News · Posted on Hacker News · First archived
Show HN: Agentic Telemetry – Simple Observability Tool for Agentic System ↗
Hacker News discussion.
- GitHub · Repository created · First archived
GTKottman/mortiflix-oss ↗
A motion design studio on your own machine: Claude makes the video step by step, you approve every stage. Bring your own Claude Code or API key.
- Hacker News · Posted on Hacker News · First archived
What an AI agent is – a primer ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
When the pentester is a fleet of AI agents: inside an autonomous vuln-hunting ↗
Hacker News discussion.
- GitHub · Repository created · First archived
relatehq/relate ↗
A typed, permission-aware model of your business data.
- GitHub · Repository created · First archived
coachmanjeet/AI-Agent-Evals-Course ↗
Learn AI Evals with Manjeet
- arXiv · Published · First archived
RAISED: Self-Distillation for Robustness to Prompt Injection in LLM Agents ↗
Tool-using language-model agents are vulnerable to indirect prompt injection because they must act on untrusted external content. Existing training-time defenses can reduce attack success rates, but often at the cost of general capabilities. We show that training-based defenses induce substantial drift in the model's output distribution, altering its behavior even in benign settings and providing a potential mechanism for utility degradation. We further identify a failure mode of these defenses: On benign tool-use tasks, the model refrains from a step needed to finish an authorized task, parti…
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
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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.