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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 ↗5975 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.
- Hacker News · Posted on Hacker News · First archived
Is Windows NT's object-based model better suited for AI agents than Linux? ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Andrew Ng: One Skill to Stay Relevant in the Age of AI [video] ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
The Sad Wives of AI ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Accurate AI reporting deemed 'woke' ↗
Hacker News discussion.
- GitHub · Repository created · First archived
denysovkos/claude-life-os ↗
Your paperwork, handled. A Claude-powered personal document and email system on Google Workspace + Supabase.
- GitHub · Repository created · First archived
alphaparkinc/genpark-personal-inbox-cognitive-triage-skill ↗
Personal inbox cognitive triage engine classifying actionability, effort duration, and urgency to prevent attention fragmentation.
- Hacker News · Posted on Hacker News · First archived
An AI-First, Censorship-Resistant Media Ecosystem ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
The BR essays that foresaw OpenAI's latest scandal ↗
Hacker News discussion.
- 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…
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.