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AI research
AI research investigates learning algorithms, model behavior, evaluation, and the limits of intelligent systems. Follow original papers and research artifacts; preprints may change and are not necessarily peer reviewed.
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 ↗48 classified signals in the fourteen-day window. These counts include signals awaiting readable evidence.
Recent 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: rStation – A shared research lab for your AI agents ↗
Hacker News discussion.
- GitHub · Repository created · First archived
Pick-Your-AI/pick-your-ai-research ↗
Research and shared data contracts for Pick Your AI: component catalogs, compatibility rules, pricing, and evidence for AI stacks.
- GitHub · Repository created · First archived
reacher-z/Awesome-REA ↗
Awesome Reverse Engineering Anything: tools, projects, case studies and research papers for websites, games, apps, binaries, firmware and communication protocols.
- Hacker News · Posted on Hacker News · First archived
AI Research Tools – Literature Discovery, LaTeX and Reproducibility ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
AI Money Supercharges Semiconductor Research Labs ↗
Hacker News discussion.
- OpenAlex · Published · First archived
AI literacy and STEM education: emerging frontiers and research priorities ↗
Abstract This article examines the state of the art in AI literacy and STEM education and identifies emerging frontiers and research priorities to inspire cutting-edge empirical and theoretical research. The reviewed research is grounded in established AI literacy frameworks and shows that there is potential for students’ development of a critical and technologically informed AI literacy. However, the research is unevenly spread across the STEM disciplines and the potential for AI to transform STEM learning remains unclear. Thus, while the field has expanded rapidly, particularly with the emer…
- GitHub · Repository created · First archived
rohanarun/Auto-research-agent ↗
A native macOS auto-research harness for Codex and Claude Code. Pick an open research project and press Play.
- GitHub · Repository created · First archived
BijectiveLabs/trading-research-agents ↗
Autonomous trading agents with deterministic execution. The agents propose; the system decides.
- OpenAlex · Published · First archived
An Investment Analysis Research Enhanced Enterprise Development Algorithm for Bankruptcy Prediction ↗
Corporate bankruptcy prediction requires reliable optimization methods capable of identifying effective machine-learning configurations while maintaining robust global search performance. This study proposes an investment-analysis-inspired Enhanced Enterprise Development Optimizer (EED) for global optimization and KNN-based bankruptcy prediction. Rather than introducing additional generic perturbation operators, EED incorporates historical performance appraisal, covariance- and correlation-based search allocation, and drawdown-aware adaptive recovery into the original Enterprise Development Op…
- Hacker News · Posted on Hacker News · First archived
Tanuki – Local proxy/wrapper bypassing Claude guardrails for security research ↗
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 research
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 ↗
Related threads
Explore related regions
These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.