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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 ↗6006 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.
- Hugging Face · Model / dataset date · First archived
ZenithLLM/ZenAlta-Draft — model update ↗
# Model Card for Model ID ## Model Details ### Model Description This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated. - **Developed by:** [More Information Needed] - **Funded by [optional]:** [More Information Needed] - **Shared by [optional]:** [More Information Needed] - **Model type:** [More Information Needed] - **Language(s) (NLP):** [More Information Needed] - **License:** [More Information Needed] - **Finetuned from model [optional]:** [More Information Needed] ### Model Sources [optional] - **Repository:**
- Hacker News · Posted on Hacker News · First archived
Muse.ai gets me kicked off fb marketplace ↗
Using muse.ai to generate marketplace ads and modify existing ads to make them more attractive. Marketplace account suspended with the following message: "You can't use Marketplace We’ve suspended your access to Marketplace because you didn't follow our Commerce Policies."
- Hacker News · Posted on Hacker News · First archived
Reanimated AI Greta Garbo stars again in a ball-bearing advert ↗
Hacker News discussion.
- arXiv · Published · First archived
Speculative Safety Honeypot: Toward Proactive Defense Against Multi-turn Agent Attacks ↗
As Large Language Model (LLM) agents are increasingly deployed in complex environments, multi-turn interaction attacks have become a significant security challenge. Existing detection methods typically rely on historical context. However, this retrospective logic struggles to identify deep malicious intents that are split across turns to hide future risks. Inspired by speculative decoding, we propose the Speculative Safety Honeypot (SSH) framework. SSH uses a multi-agent simulation system composed of small LLMs to build an action-level speculate-and-verify workflow. In the speculation stage, S…
- GitHub · Repository created · First archived
nanaism/yomiyasu ↗
AI生成の日本語を自然な日本語へ推敲するAgent Skill / Agent Skill for Refining AI-Generated Japanese into Natural Japanese
- Hacker News · Posted on Hacker News · First archived
HN: Humanbound|Open-source red teaming for AI agents, free hosted tier ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Zet, a layer on Jev and Laya that knows when the AI is guessing ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Mowgli, an AI design canvas for apps and websites ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Maverank, a free AI-readiness check for your website ↗
Hi HN, I'm David. I build SaaS products and lately I've been a bit obsessed with whether ChatGPT recommends mine or a competitor's. I built Maverank's free checker to find problems I could fix on my own sites. Things like blocked crawlers, content that only loads with JavaScript, or pages that don't explain what the product does. Enter a URL and you'll get a score out of 100, a breakdown of the checks, and suggestions for what to fix. You don't n…
- GitHub · Repository created · First archived
fdtaljaard/claude-skills ↗
Reference-backed ERP assistants for Claude Code — Sage 300 (Accpac), Sage 200 Evolution (Pastel), and SAP Business One. A Claude Code plugin marketplace for consultants and integrators.
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.