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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 ↗6051 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
E2E: The open source AI testing framework ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Where're All the AI Chips? ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
GPT 6 Astra vs. Claude Opus in a 24 Hour StarCraft Livestream ↗
Hacker News discussion.
- arXiv · Published · First archived
The Same Zero: Why Identical ASR Can Imply Different Guarantees in LLM-Agent Security ↗
LLM-agent security has produced a dense landscape of defenses - prompt hardening, content filters, permission gates, sandboxes - yet no framework tells a deployer what a defense actually guarantees, or where that guarantee comes from. We apply Verification Autonomy Levels (VAL) - L0: LLM self-declaration; L1: deterministic rules; L2: objective ground truth; L3/L4: decidable completeness; L5: impossible - to 22 agent-security defenses; the taxonomy is falsifiable (10/10 prediction hits on frozen cards, flagged). We run the first controlled deployment-value comparison: at equal budget, a VAL-gui…
- Hacker News · Posted on Hacker News · First archived
AI Engineering from Scratch ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
Jusrintvmacizle/Justintv — model release ↗
# Justin TV Canlı Maç İzle **Justin TV**, spor karşılaşmaları hakkında bilgi arayan futbol ve spor tutkunlarının sıkça kullandığı arama terimlerinden biridir. Futbol, basketbol, voleybol ve diğer spor dallarındaki karşılaşmaları takip etmek isteyen kullanıcılar maç programları, yayın bilgileri ve canlı skor seçeneklerini araştırabilir. ## 🎥 Justin TV Nedir? Justin TV adı, internette canlı spor yayınlarıyla ilişkilendirilen popüler arama terimlerinden biridir. Kullanıcılar bu terim üzerinden özellikle futbol maçları, lig karşılaşmaları ve güncel spor programları hakkında bilgi aramaktadır. ##
- Hugging Face · Model / dataset date · First archived
nathansutton/chad-polyglot-runs — dataset update ↗
# chad run data Run output from the benchmarks of [chad](https://github.com/nathansutton/chad), a local coding agent for Apple Silicon, kept out of the code repository. Every polyglot run here is a row of [`benchmarks/polyglot/RUNS.md`](https://github.com/nathansutton/chad/blob/main/benchmarks/polyglot/RUNS.md) with the sha256 of its `trials.jsonl`, and `benchmarks/polyglot/fetch.py --label ` downloads one and refuses it if the hash differs. | path | what | |---|---| | `polyglot/ /` | one polyglot run: `meta.json` (chad version and commit, model, context limit, every `CHAD_*` variable), `trial
- Hugging Face · Model / dataset date · First archived
Jojocodex/H3-Wushu-Fight-Simulator — model update ↗
# H3 武斗工作室 v20.6.6：Hugging Face 发布与使用 H3 武斗工作室将故事拆成文戏与武戏，自动整理资产、编排镜头、运行本地战斗或文戏设计、优化提示词并同步可编辑画布。最终结果是完整资产提示词和分镜提示词；图片与视频生成由用户从成稿页面启动。 ## 下载与启动 在仓库 Files 页面下载 `H3-Studio-v20.6.6-Windows-Full.zip`，完整解压后运行 `H3WushuSim.exe`，保留所有同目录 DLL。窗口应显示 v20.6.6；不要在压缩包内启动。Windows 版不要求安装 Node.js 或 Python，WebView2 Runtime 需要可用。 本仓库只发布 **Windows 程序包**（不提供源码包），因此无需安装 Node.js 或 Python。 本仓库只发布 **Windows 程序包**（不提供源码包），因此无需安装 Node.js 或 Python。 浏览器打开终端给出的地址。上传 EXE 到 Hugging Face 并不会使 EXE 直接在网页上运行。本说明用于软件文件分发；要部署成 Space 还需另做服务启动与部署配置。 ## 基本使用 1. 新建项目，输入一句话或故事，选择总时长与提示词平台。 2. 选择图片和视频风格，默认真人写实。 3. 在右上角 API 设置中配置语言模型。勾选全自动，
- Hacker News · Posted on Hacker News · First archived
Twelve AI clay films for $184: The agents cost more than the video model ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
AI Can Build Anything. Learn What Not to Ship ↗
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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These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.