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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 ↗867 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
Show HN: An OpenAI-compatible, model-agnostic agent API ↗
Hacker News discussion.
- arXiv · Published · First archived
LiveOption: Evaluating LLM Agents in Structured Option Trading with Nonlinear Payoffs ↗
Large language models (LLMs) and multi-agent systems (MAS) have shown promise in financial decision-making, yet existing evaluations focus on equity trading and primarily assess directional prediction, overlooking the structural complexity of derivative markets. Option trading introduces fundamentally different challenges, including nonlinear payoffs and multi-leg strategy construction, requiring structured decisions rather than simple directional bets. We introduce LiveOption, an evaluation framework for LLM-based agents in option trading. LiveOption formulates the problem as structured seque…
- GitHub · Repository created · First archived
caglarutkuguler/cubicle ↗
A live pixel-art office for your Paperclip AI agents. Zero dependencies, read-only.
- GitHub · Repository created · First archived
salarkb/git-review-skill ↗
Agent Skill for evidence-based GitHub PR and Git commit reviews with Codex, Claude Code, Cursor, and Gemini CLI.
- GitHub · Repository created · First archived
youagainchen/claude-codex-coop ↗
Let Claude and Codex call each other from their desktop apps to review, cross-check or implement, with a live side panel. / 让 Claude 与 Codex 在各自桌面版里互相审查、协作的插件。
- Hacker News · Posted on Hacker News · First archived
OpenAI pauses training of latest models after agents probed US Government sites ↗
Hacker News discussion.
- GitHub · Repository created · First archived
ypyik0669/claude-web ↗
Claude Code 的可视化工作台（网页 + 桌面），也能驱动 Codex / Gemini CLI / Qwen / OpenCode 等 CLI agent · A GUI workbench for Claude Code and other CLI agents
- GitHub · Repository created · First archived
kkrlstrm/runtune ↗
A runtime learning loop for coding agents. Turns Claude Code, Codex, Cursor, Antigravity and model-router runs into human-approved, measured changes to the agent harness: guard rules, skills, sub-agents and routes. It tunes the harness, not the model.
- Hacker News · Posted on Hacker News · First archived
The Perfect Crime: LLM Agents Can Easily Tamper with Their Own Traces ↗
Hacker News discussion.
- GitHub · Repository created · First archived
blixvip/html-anime ↗
HTML anime generator: prompt a scene, get a shot sheet, and have Claude, Codex, Cursor, or Grok draw the film in code. No video model.
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 ↗
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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.