THE INTERNET IS THINKING
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 ↗6011 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
Show HN: Karma Compass – Agentic board management for nonprofits ↗
Every nonprofit has a board but it takes nonprofit staff lot of time to manage the board and get value out of it. Board members are busy and need guidance to contribute effectively. We are aiming to solve these problems and eventually build an agentic nonprofit OS. If you are a board member or nonprofit staff, please give it a try!
- GitHub · Repository created · First archived
Vovala14/Mica-Ai ↗
An integer cellular automaton that writes language, No neural network, no floating point. Free for research; non-commercial license
- Hacker News · Posted on Hacker News · First archived
DoorDash opens US waitlists for AI ordering agent and bulk-order API ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Pledge signed by President Trump and top AI leaders misspells the United States ↗
Hacker News discussion.
- arXiv · Published · First archived
DoGBench: Can Agents Meet Expert Standards for User-Facing Documentation? ↗
We introduce DoGBENCH (Documentation Generation Benchmark), to our knowledge, the first benchmark for generating and maintaining real user-facing software documentation. It asks whether an agent can produce documentation that experienced technical writers would accept in review. The benchmark contains 292 items from open source projects, including Helm, PostHog, and Mautic. Each item gives the agent a pre-change repository and a trigger, such as a code pull request or a reported documentation gap. The agent must first decide whether the documentation needs an update. For items that need one, t…
- arXiv · Published · First archived
CodeMimicry: Exploiting Safety Generalization Lag in Large Language Models via Structured Code Completion ↗
Large language models have achieved remarkable capabilities across diverse domains, yet their safety alignment remains vulnerable to jailbreak attacks. In this work, we identify a previously underexplored failure mode - safety generalization lag - where alignment trained predominantly on natural language fails to transfer to the code domain. We show that this lag induces a code-completion blind spot, allowing malicious intent embedded within syntactically valid code to evade safety mechanisms. To exploit this vulnerability, we propose CodeMimicry, a fully automated black-box jailbreak framewor…
- Hacker News · Posted on Hacker News · First archived
What control engineering taught me about building AI systems ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Strata – an expressive semantic layer that can say no to your LLM ↗
Hello HN, I'm Ajo and I built Strata. I spent 4 years at Netflix solving self service for non-technical business users. I think I cracked it with my unique approach to semantic layer design. The key challenge is balancing expressiveness with ease of use for our non technical colleagues. It just so happens that focus made it work pretty well with LLMs too. Strata is a full stack solution. It includes a semantic layer, dashboards, subscriptions, an…
- Hugging Face · Model / dataset date · First archived
raghunath1/aptivra-200m-tiered-memory — model update ↗
# ⚡ Aptivra 200M Tiered-Memory Model **Autonomous Continual Learning Architecture with C-Engine Tiered Memory Runtime (TMR)** [](https://huggingface.co/raghunath1/aptivra-200m-tiered-memory) [](https://pytorch.org/) [](https://opensource.org/licenses/Apache-2.0) [![Coverage ≥ 90%](https://img.shields.io/badge/Coverag
- Hacker News · Posted on Hacker News · First archived
Even Google's $120B earnings couldn't out-pace its AI spend ↗
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 ↗
Follow a thread
Explore related regions
These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.