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AI news, from the source
New repositories, releases, and papers from across open-source AI, pulled from GitHub, Hacker News, and arXiv. Every item links back to the source.
- GitHub0xtresser/Transcript-of-Liang-Wenfengs-DeepSeek-Founder-4-Hour-Investor-Meeting ↗
梁文锋四小时投资人会议实录，因原文在微信上无法查看，特传一份github
62 stars - Hacker NewsStartup founders urge U.S. government not to shut off Chinese open weight AI ↗1042 points · 861 comments discussion
- Hacker NewsAI Companies Are Trying to Hide a Staggering Amount of Debt ↗681 points · 368 comments discussion
- arXiv3D-Aware VLMs with Implicit and Explicit Geometries ↗
Despite rapid progress, most existing vision-language models (VLMs) built from 2D visual inputs often struggle when handling various 3D tasks that require fine-grained spatial understanding and reasoning. To bridge this…
cs.AI / cs.CL - arXivGraphVid: Interactive Graph-Controllable Video Generation ↗
Controllable video generation remains challenging due to the difficulty of specifying precise multi-object interactions using text prompts or motion-control inputs that primarily constrain pixel movement. In practice, t…
cs.AI / cs.CL - arXivBarzilai-Borwein Fails Superlinear Convergence on an Open Set of Quadratics for Every Dimension $n\geq 4$ ↗
Barzilai--Borwein (BB) method has shown strong practical performance in continuous optimization, yet its convergence dynamics remains poorly understood. In particular, a central unresolved question is whether BB converg…
cs.AI / cs.CL - arXivSynthetic data generation framework for quality control automation in gravure printing ↗
Quality control in printing, particularly in rotogravure printing, still depends on slow, costly, and subjective manual inspection. Automated surface defect detection is critical for maintaining high-quality standards i…
cs.AI / cs.CL - arXivSurprisal Theory is Tautological (without Rational Grounding) ↗
Surprisal theory holds that the human processing difficulty of a linguistic unit in context is an affine function of its surprisal under some language model. I argue this claim is a tautology without further constraint:…
cs.AI / cs.CL - arXivBeyond Sufficiency: Time Series Explanation with Counterfactual Necessity ↗
Faithful explanations of time-series classifiers should identify subsequences that are not only sufficient to preserve a black-box model's prediction, but also necessary for maintaining it. However, existing sufficiency…
cs.AI / cs.CL - arXivMedGame: Storytelling Gamification Empowered by Large Language Models for Medical Education ↗
Large Language Models (LLMs) show promise for medical education, but most existing systems focus on localized interactions such as question answering or single-turn feedback, rather than organizing an entire clinical ca…
cs.AI / cs.CL - arXivUnsupervised Consensus-Based Anomaly Detection for Spatiotemporal Malaria Incidence in Ghana ↗
A consensus anomaly detection framework was applied to monthly malaria surveillance data from Ghana (2014-2023) to identify atypical transmission patterns. Anomalies were highly structured in space and time. Ashanti and…
cs.AI / cs.CL - arXivBeyond Sycophancy: Structured Resistance and Compliance in LLM Moral Reasoning ↗
Building socially calibrated large language models, which can learn from others without simply yielding to them, requires more than reducing sycophancy as a one-dimensional failure mode. Models must distinguish when to…
cs.AI / cs.CL - arXivOpenForgeRL: Train Harness-native Agents in Any Environment ↗
Modern AI agents rely on elaborate inference harnesses such as Claude Code, Codex, and OpenClaw to drive multi-turn reasoning, tool use, and access to external systems. While powerful, these complex harnesses also make…
cs.AI / cs.CL - GitHubkrakonjac300-pixel/podcast-shorts-factory ↗
Ten cooperating AI agents that turn long podcasts into short-form videos, automatically. Free and open source, runs on free AI providers.
66 stars - Hacker NewsAre AI labs pelicanmaxxing? ↗679 points · 242 comments discussion
- Hacker NewsQuality non-fiction books are the antithesis of AI slop ↗491 points · 237 comments discussion
- GitHubrisa-labs-inc/BossConsole ↗
Open-source, multi-platform harness for AI agents — a native, multi-threaded operator's console (JVM, not Electron) to run Claude Code, Codex, Gemini or OpenCode with a real browser, terminal, editor…
176 stars - GitHub
- GitHubsurya-koritala/sigbound ↗
Run AI coding agents in parallel on one git repo and safely auto-merge their work — only changes that build and pass tests land. On top of plain git; bring your own model.
51 stars - GitHubTryCaspian/caspian-sdk ↗
One identity for your AI agent across Slack, Discord, Telegram, WhatsApp, Instagram, email, SMS, X — a single on_message handler. Open-source channel adapters + bot SDK (Python & TypeScript) + CLI.
221 stars - GitHubailinone/collective-intelligence ↗
Ailin¹ is an open-source collective intelligence engine where tens of thousands of AI models collaborate through dozens of coordination strategies, applying structured diversity and independent reaso…
115 stars - Hacker NewsChina’s open-weights AI strategy is winning ↗1239 points · 932 comments discussion
- Hacker NewsAirport Simulator ↗853 points · 167 comments discussion
- GitHubPrism-Shadow/penguin-harness ↗
🐧 Your Automated Agent Builder Lives on Your Desktop: The Best Self-Improving Harness
153 stars - GitHubNullLabTests/software-periodic-table ↗
A finite ontology of 115 recurring software elements and a composition framework for LLM-based coding agents
77 stars - GitHubsmixs/mentor ↗
mentor — a session-insights skill for AI coding agents. This skill reads your local Claude Code and OpenAI Codex history and writes an /insights-style HTML report on how you work: what you build, whe…
64 stars - Hacker NewsAI Mania Is Eviscerating Global Decision-Making ↗453 points · 291 comments discussion
- Hacker NewsNYC may require landlords and realtors to disclose the use of AI in listings ↗591 points · 265 comments discussion
- Hacker NewsWhat AI did to stackoverflow in a graph ↗482 points · 583 comments discussion
- Hacker NewsWhy do AI company logos look like buttholes? (2025) ↗453 points · 146 comments discussion
Pulled from the public GitHub, Hacker News, and arXiv APIs. The feed rebuilds on a schedule; links go straight to the original.