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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 ↗5137 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
tristenjackson/openvid-256 — dataset update ↗
# OpenVid-1M-derived clips: NOTICE Derived from nkp37/OpenVid-1M (https://huggingface.co/datasets/nkp37/OpenVid-1M), released under CC-BY-4.0 for research and non-commercial purposes. Videos were collected by its authors from other publicly available datasets, whose own terms may also apply. Attribution: "OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation" (ICLR 2025), NJU-PCALab. License: https://creativecommons.org/licenses/by/4.0/ Modifications: cut/cropped into short clips, resized, re-encoded (H.264), audio removed.
- Hugging Face · Model / dataset date · First archived
francesca9805/jpn-100mb-after-wc-uniform-newlex-after-ckpt500-packed-bfdiso_seed3407 — model update ↗
# Model Card for jpn-100mb-after-wc-uniform-newlex-after-ckpt500-packed-bfdiso_seed3407 This model is a fine-tuned version of [francesca9805/ppt-wc-uniform-newlex-jpn-after-100mb-packed-bfdiso_seed3407](https://huggingface.co/francesca9805/ppt-wc-uniform-newlex-jpn-after-100mb-packed-bfdiso_seed3407). It has been trained using [TRL](https://github.com/huggingface/trl). ## Quick start ```python from transformers import pipeline question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?" generator = pipeline("text-gen
- Hugging Face · Model / dataset date · First archived
hmwri/mlab-LLM-MoE-900M — model update ↗
# mlab-LLM MoE 900M 日本語QAを対象にした、実験用の小規模MoEモデルです。 Dense 300Mモデルを4 experts / top-2のMoEに変換し、層別の負荷分散補助lossを使用して 全パラメータを3 epoch更新しました。Baseモデルではなく、チャット形式のSFTモデルです。 研究室の公式見解・最新情報を保証する案内システムではありません。 ## モデルの位置づけと各段階の目的 ここでいう **Base / Instructionは学習段階**、**Dense / MoEはネットワーク構造**を表します。 DenseだからBase、MoEだからInstructionという対応ではありません。 このリポジトリで配布するのは、以下の最終段階のMoE SFTモデルです。 | 段階 | 構造 | 学習の目的 | 入出力・用途 | |---|---|---|---| | Base事前学習 | Dense 299M | 日本語コーパスの次token予測から、言語のパターンと基礎的な表現を学ぶ | 文章の続きを生成する。チャット用の指示追従はこの段階の学習目的ではない | | 一般Instruction SFT | 同じDense 299M | 質問・指示に対する応答形式を学ぶ | chat templateに従う対話。構造を変えずに重みを更新 | | 対象
- Hacker News · Posted on Hacker News · First archived
Hopper HQ: An office building where Claude agents gets a desk ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Kern – a zero-trust verification gateway for AI-generated code ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
AI as a part of capitalism – the right way to go ↗
The way things go now are obsiously flawed. 1. AI companies objective is to get rid of a very large part of jobs, thus converting a large part of consumers into jobless people - who are very bad at consuming. 2. They also take other people's and companie's content for free, turning them into own profits, thus removing any incentives to create such content in the future. Proposed solution. 1. All data models are created anew. 2. All of the model c…
- Hacker News · Posted on Hacker News · First archived
AI is driving a boom in modestly successful software projects ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Ask HN: Has anyone decompiled Claude Code yet? ↗
I’d be interested in examining it. How about codex?
- Hacker News · Posted on Hacker News · First archived
Claude Code Features and Settings Reference ↗
Hacker News discussion.
- Hugging Face · Model / dataset date · First archived
francesca9805/eng-100mb-after-wc-uniform-newlex-before-ckpt500-packed-bfdiso_seed3407 — model update ↗
# Model Card for eng-100mb-after-wc-uniform-newlex-before-ckpt500-packed-bfdiso_seed3407 This model is a fine-tuned version of [francesca9805/ppt-wc-uniform-newlex-eng-before-100mb-packed-bfdiso_seed3407](https://huggingface.co/francesca9805/ppt-wc-uniform-newlex-eng-before-100mb-packed-bfdiso_seed3407). It has been trained using [TRL](https://github.com/huggingface/trl). ## Quick start ```python from transformers import pipeline question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?" generator = pipeline("text-
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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.
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