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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 ↗844 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
N0zoM1z0/dx-ball ↗
Reconstructing DX-Ball 1.07 with REA, backed by original-x86 differential tests and pinned MSVC byte-exact oracles.
- GitHub · Repository created · First archived
KnifeLemon/Droidline ↗
Android automation from code. Test your apps on real phones, script the tasks you repeat, run a shelf of phones, or let an AI agent use one, from Python, Node.js, the CLI, HTTP or Appium clients. No ADB, no USB cable, no root.
- GitHub · Repository created · First archived
yeliannaa/natural-shaping ↗
AI photo retouching & cosplay photo editing skill for Codex. Cos 照片 P图、漫展修图、人像精修：肤质五官、身形比例、补光调色与背景处理；保留本人感和角色妆造，先确认构图再执行验收。Qwen optional; Photoshop helpers included.
- Hacker News · Posted on Hacker News · First archived
Agentty is still the best way to manage agentic sessions ↗
Hacker News discussion.
- GitHub · Repository created · First archived
YonRen-code/Novel-factory ↗
多智能体协作的AI生成小说项目，规划 / 写手 / 审校 / 评审等等职责分工，实现性价比最大化，目前已实现182章小说生成
- GitHub · Repository created · First archived
Canvixel-Eloweny/ai-bot-groupmate ↗
Estrella Bot · QQ 群 AI 群友机器人。把 QQ 小号接给任意 OpenAI 兼容模型（本机 / DeepSeek / 智谱 / 通义），让 AI 像群友一样插话、接梗、潜水。OneBot v11 + NapCat，零构建网页控制台。Apache-2.0
- GitHub · Repository created · First archived
kk8o/wuxian-workshop ↗
无限工坊：用AI写魔兽插件
- GitHub · Repository created · First archived
zhuy3075-ui/X-agent-skill ↗
通过 MCP 与 AI Agent 采集 X 帖子和评论，支持博主画像、选题素材研究与轻量小时监测。
- OpenAlex · Published · First archived
Quality optimization with low positive factual hallucination for the HPI in hyperthyroidism admission notes using multi agent LLM with RAG ↗
Admission note quality affects clinical safety and research reliability, yet resident drafts often suffer from missing information, unclear logic, and other issues, requiring time-consuming manual review. Current large language models (LLMs) focus on text generation or formatting correction but rarely optimize clinical logic or mitigate hallucinations in specialized notes. We developed HQ-ANR (High-Quality Admission Note Refinement), a hyperthyroidism-specific quality-control model that integrates multi-agent collaboration with diagnosis-driven retrieval-augmented generation (RAG) to optimize…
- Hacker News · Posted on Hacker News · First archived
South Korea says AI agents appear to have been used to hack the country's banks ↗
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 ↗
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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.