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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 ↗5498 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: An MCP server for searching AI engineering jobs ↗
An MCP server for frontierroles.com, a board of about 3,500 AI engineering roles pulled nightly from employers' own applicant tracking systems, with tools to search roles. No account or API key needed: https://mcp.frontierroles.com/mcp
- Hugging Face · Model / dataset date · First archived
ManniX-ITA/opencoti-llamafile-dev — model update ↗
# opencoti-llamafile — DEVELOPMENT builds for integration testing **These are NOT releases.** This repo holds selected *development* builds of the opencoti llamafile engine (patch series, flags and usage docs are mirrored in the [release repo](https://huggingface.co/ManniX-ITA/opencoti-llamafile)), published so that downstream projects (xollama and others) can integrate and test against work that has not been released yet. | | | |---|---| | Releases (stable, pinned, backed up) | [`ManniX-ITA/opencoti-llamafile`](https://huggingface.co/ManniX-ITA/opencoti-llamafile) | | This repo | development
- Hugging Face · Model / dataset date · First archived
ManniX-ITA/opencoti-llamafile — model update ↗
# opencoti-llamafile Self-contained single-file inference engine from the [opencoti](https://github.com/mann1x/opencoti) project — a [Mozilla-Ocho llamafile](https://github.com/Mozilla-Ocho/llamafile) base carrying the opencoti patch series: advanced KV residency/quantization (PolyKV, KVarN — see `docs/features/kvarn.md`), the KV rolling window (a KV cache larger than VRAM), elastic multi-session serving (elastic slots, an enforced KV admission gate with fast 429 + `Retry-After`, PolyKV shared-prefix pools with a REST control plane), DCA long-context extension, MTP speculative decode, sparse a
- Hugging Face · Model / dataset date · First archived
BIBLIOKLEPT/Nori-2 — model release ↗
# 🌿 Nori-2: High-Potency Reasoning Model (Gemma 4 E4B) **Nori-2** is an advanced compact reasoning model built on top of [`google/gemma-4-E4B-it`](https://huggingface.co/google/gemma-4-E4B-it). Unlike conventional reasoning models that undergo massive reinforcement learning (RL) runs or extensive instruction tuning directly on the target architecture, **Nori-2 was produced without traditional training**. Instead, Nori-2 was created using **Isometric Manifold Transport (IMT)**—a framework that directly transplants the post-trained reasoning manifolds of advanced Qwen models into the geometric
- GitHub · Repository created · First archived
Ayzzz123/mcd-coupon-strategist ↗
麦麦省钱助手 —— 基于麦当劳 MCP 的点餐成本优化 Skill。算出当前门店最省钱的点餐方案，并主动提示凑单陷阱。
- Hacker News · Posted on Hacker News · First archived
Rally for AI Rights: Organizing via MCP App ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: OpenWants – A Simulated City Where AI Agents Handle Residents Needs ↗
Iv'e been working on this for a while. Most of the effort went into what i call "sophisticated simplicity", keep the idea in the smallest version that still works. This one is a bit personal. it can feel like some sci-fi thing, but i've been obsessed with it for a very long time. its not a "business" that you used to see here speak about moat or tam, its more like an experiment, a way of me to take one question seriously and see where it leads an…
- GitHub · Repository created · First archived
emretufekci/hoca ↗
Hoca: type a topic, get a 3Blue1Brown-style explainer video. Any agent, local CPU voices, one command.
- Hacker News · Posted on Hacker News · First archived
Microsoft and Anthropic play invoice tennis with startup's $17,600 Claude bill ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Prompt Injection Detection and Defense Tools for Enterprise AI Agents ↗
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 ↗
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