THE INTERNET IS THINKING
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 ↗837 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: Proxima Forma – Designs that my AI agents understand ↗
Hey HN! I built Proxima Forma because sharing screenshots with my agents was not really doing the job. I am a UX Designer with a developer background so I needed a better tool. Wanted the agents to have full design history, design decisions, product notes, etc. in a format they could actually understand. Also wanted one place to manage all my design projects, with dynamic views that let me query projects to see the latest changes and exactly what…
- Hacker News · Posted on Hacker News · First archived
Show HN: Apowerb, the open-source AI agent runtime (RAG, Text-to-SQL, webhooks) ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Can an AI agent bypass a post-quantum signed authorization policy? ↗
Hacker News discussion.
- GitHub · Repository created · First archived
win4r/MuseAI-Skills ↗
muse.ai (Muse AI) skills and runtime snapshot: 68 skills, workflow guides, connector manifests. muse.ai 技能与运行环境文件；非官方存档 / Unofficial archive.
- Hacker News · Posted on Hacker News · First archived
Explyt 5.20 – background task panel for AI agent runs in JetBrains IDEs ↗
Hacker News discussion.
- GitHub · Repository created · First archived
nyosegawa/asist ↗
A realtime assistant for Mac and Windows. Talk to it and it answers aloud, shows your schedule and mail as cards, and hands longer work to an agent.
- GitHub · Repository created · First archived
sixtysevenlf/dsh-skill-blender-modeling ↗
DSH skill · Blender 建模与装配流程：多 Agent 分工范式（冻结 spec/写作用域/接口表）、参考图形体还原、六条必踩的坑、数值门装配审计；配套 dsh-blender-plugin
- GitHub · Repository created · First archived
macmaia/catraca ↗
Provenance-aware authorisation for LLM agent tool calls. Denies a call when a consequential argument came from untrusted content. Stdlib only.
- Hacker News · Posted on Hacker News · First archived
Nobody Has a Good Answer for Agentic Identity Yet ↗
Hacker News discussion.
- OpenAlex · Published · First archived
CE-Agent: a cloud-edge collaborative agent framework with dynamic offloading and synergistic distillation ↗
Deploying Large Language Model (LLM) agents on edge devices is constrained by hardware memory. Pure cloud architectures resolve this memory limit but incur high latency, consume excessive network bandwidth, and expose sensitive local data. Static Small Language Models (SLMs) at the edge struggle with complex multi-step reasoning tasks. This paper proposes CE-Agent, a cloud-edge collaborative framework. It mitigates the inherent capability-resource dilemma in agentic systems. The framework implements an adaptive, in-process offloading router. It evaluates token generation entropy and local tool…
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.