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Earlier sources: Artificial Intelligence
Artificial intelligence covers systems that learn from data, generate content, perceive their surroundings, or act toward a goal. Follow model research, agent tooling, evaluation, and the infrastructure used to build and run these 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 ↗6029 classified signals in the fourteen-day window. Recent momentum: steady. 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.
- arXiv · Published · First archived
Agent Policy-Value Audit: Separating Transition Composition from Event Selection in Financial LLM Agents ↗
Financial LLM agents are often evaluated by comparing their end-to-end returns with those of a baseline and testing the paired difference against zero. This measures whether deploying the agent changes realized performance, but it does not isolate event-selection skill. An agent that frequently changes positions from flat to long can earn a positive paired return from an upward-drifting event pool even when it selects events at random. We propose the Agent Policy-Value Audit, which holds fixed the observed count of each ordered action-change type and randomly reassigns them across eligible eve…
- GitHub · Repository created · First archived
Yamz-Labs/kyojin ↗
Kyojin: the Yamz inference engine for AMD Strix Halo (ROCm, gfx1151), built on ExLlamaV3. Runs 300B-class MoE models on one 128 GB mini PC.
- Hacker News · Posted on Hacker News · First archived
Gpui based database client built for teams and AI agents ↗
Hacker News discussion.
- GitHub · Repository created · First archived
leopiney/wolfbud-claude-mod ↗
Voice coworker for Claude Code. Talk things through with a 3D wolf powered by ElevenLabs conversational AI; when you agree, it sends the prompt to Claude and speaks up when Claude is done.
- Hacker News · Posted on Hacker News · First archived
The AI telling farmers when to harvest ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Three AI agents, two countries, and one uneven world wide web ↗
Hacker News discussion.
- GitHub · Repository created · First archived
strands-agents/box ↗
Run AI agents in a sandbox that restricts what they can execute, read, write, and reach on the network. Box combines OS isolation with default-deny Dogwood policies and credential injection that keeps secrets outside the agent. Written in Rust. Supports macOS on Apple silicon, with Linux support planned.
- Hacker News · Posted on Hacker News · First archived
Apple will limit Mac disk access as AI agents 'substantially' increase risk ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Human Baselines for Benchmarks: AI Now Outperforms Junior Accountants ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
A Warning for Frontier AI Model Governance ↗
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 Artificial Intelligence
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.