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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 ↗5986 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.
- GitHub · Repository created · First archived
alphaparkinc/genpark-automated-treasury-cash-sweep-optimizer-skill ↗
Corporate treasury cash pooling and automated liquidity rebalancing optimizing yield sweeps and zero-overdraft safety buffers.
- GitHub · Repository created · First archived
Alpha-Park/genpark-hubx-ai-apps-orchestration-skill ↗
GenPark AI Agent Skill - HubX intelligent AI apps portfolio, multi-model chatbot orchestration, vision diagnostics & generative tools distilled from hubx.co/products.
- Hacker News · Posted on Hacker News · First archived
The next AI breakout will come from a services firm ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Panda, the world's first personal AI computer ↗
We're building an AI computer for consumers, most of whom are quite hesitant with existing services due to privacy concerns and because of costs that add up when using various AI tools.
- Hacker News · Posted on Hacker News · First archived
"The refrigerator is dead": Samsung's AI fridges shut down after update ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
AI is not an alien, it's our offspring: Reframing the alignment problem ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Stepgate – AI agents that can't skip steps, in one portable file ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Ghostfox – Self-hosted stealth browser for AI agents ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: ParkourNote – A research workspace, built solo in a month with Claude ↗
Hi HN, I'm sushi. I built ParkourNote, a personal knowledge management app that currently focuses on research: finding papers, reading PDFs, asking AI about them, and writing. A few things it does: Describe a topic, and an agent creates a project, searches arXiv, and imports relevant papers The PDF reader previews citations on hover, overlays translations on the page, and shows original and translated text side by side The agent sees the page you…
- arXiv · Published · First archived
Steering Language Model Goals with Value Transplant ↗
Reasoning models often act as if they pursue goals, but their efforts are not always directed toward what users intend, sometimes leading them to pursue unintended outcomes. Previous work has examined how models may internally track their progress toward their goals through a "value axis." We study whether changing such a signal can retarget the model's search toward a different goal. We test value transplant: at each token, we shift the host model's activation along a candidate value axis by the donor-host difference in value coordinates (multiplied by a large scalar), aiming to redirect the…
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.