AI SIGNAL
Curated frontier AI & tech news, refreshed every four hours. Aggregated from Hacker News, GitHub trending, and Hugging Face / Replicate releases.
[?] how ranking works
- 501+ exceptional
- 100–500 strong
- 51–99 mid
- 30–50 fresh
- <30 quiet
- live — currently trending
- cooling — losing momentum (6–18h)
- frozen — no longer trending; ranking decays over time
Composite ranking: trend velocity + log(raw signal) − staleness penalty. The bar shows relative strength within the current batch, higher = stronger overall position.
Show HN: Wikihack – HackerTube, but for Wikipedia articles mentioned on HN
Wikihack is a site that displays Wikipedia articles mentioned on Hacker News, featuring topics like the Fairview surveillance program, Soichiro Honda, and gutter oil.
OccupySaaS
OccupySaaS is a clean-room, open-source movement building drop-in replacements for SaaS platforms using AI and public docs, currently offering ZeroAuthy (Auth0) and SalesCompel (Salesforce) under Apache-2.0.
U.S. workers took home their smallest share of capital since at least 1947
U.S. workers' share of GDP fell to 52.8% in Q2 2026, the lowest since 1947, as corporate profits hit record highs and employment growth slowed.
So I guess everyone uses LLMs to think now
The author refuses to use LLMs for research because they find the output frustratingly wrong and dislike taking credit for AI-generated work, arguing that LLMs still require significant human guidance and that recent AI-driven security marketing often causes unnecessary panic.
China's First Frontier AI Export Controls: Mofcom Announcement No. 48
China's MOFCOM issued Announcement No.
AI delivers 'zero financial payoff' to most companies, Apollo economist says
Apollo economist Torsten Slok reports AI has delivered zero financial payoff to most non-tech companies, citing flat profit margins and revenue per worker despite massive investments.
Bones may release proteins that slow aging and extend life span
Bones may release proteins that slow aging and extend life span.
F/OSS Comics #13: BSD Unix, Part 3 – The Beginning of BSD Unix
This comic details the creation of 2BSD in 1978, which bundled vi and the C shell, and the subsequent need for virtual memory to run Macsyma on a new VAX.
AI fan wikis riddled with errors are muddying the waters of games culture
AI-generated fan wikis are flooding search results with false info, crowding out legitimate community resources and confusing players seeking help for indie games.
Trigger.dev customer environment variables exposed
Trigger.dev experienced a security incident on November 1, 2026, where attackers gained unauthorized access to environment variables for a subset of organizations, though the exploit has been blocked.
The Megadonors Who Have Poured $1.2B into the Midterms
The 20 largest donors have poured $1.2B into the midterms, with Republican-leaning billionaires like Andreessen, Yass, and Musk leading the way, while tech and crypto interests also play a major role.
The agent that grows with you
Hermes Agent is a self-improving AI agent with built-in learning loops, memory, and multi-platform support (Telegram, CLI, etc.), running on any model via Nous Portal or OpenRouter, and installable via a simple script.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
ECC is an agent harness operating system for managing AI agents, available as a GitHub app, npm packages, and web tools.
Never stop coding. Free MIT AI gateway: one endpoint, 375 providers (150+ free), 1,400+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by 900+ contributors
OmniRoute aggregates 375 AI providers and 150+ free tiers into one endpoint, using RTK compression to save 15-95% tokens and offering 1.62B free tokens monthly across 34 pool keys.
AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI
Pi is a self-extensible coding agent harness with packages for AI, agent core, and a CLI, plus strict supply-chain hardening and containerization options.
Turn any idea, plan, or codebase into a beautiful interactive diagram. An agent skill for Claude Code, Codex, and more.
Archify is a Node.js tool that converts codebase JSON into interactive, shareable system architecture diagrams for AI coding agents like Cursor and Claude.
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Claude-Mem is a persistent memory compression system for Claude Code that automatically captures tool usage and generates semantic summaries to maintain context across sessions.
PhotoCraft: An open-source, photo editor written by scratch in pure Rust
ArtCraft is an open-source, Rust-based image editor re-implementing Photoshop features like layers, masks, and PSD support, currently in early alpha.
🎥 Make videos programmatically with React
Remotion is a React-based framework for programmatically creating videos, allowing developers to use React components as video frames.
Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦
Colibrì is a pure C engine running the massive 744B GLM-5.2 MoE model on consumer hardware by streaming experts from disk, featuring MLA attention, int8 MTP speculation, and 9.9GB resident RAM usage.
在 dsh 里装上这个插件即可，无需登录、注册或填 API Key，就能使用包括 DeepSeek V4.1 Flash、Kimi K3 在内的前沿模型——完全免费，不限量。 All you do is install this plugin in dsh: no login, no sign-up, no API key — the frontier models are just there, DeepSeek V4.1 Flash and Kimi K3 among them. Completely free, with no usage cap.
A free DeepSeek Harness plugin for dsh that provides access to frontier models like DeepSeek V4.1 Flash and Kimi K3 without API keys, featuring zero dependencies, hot reload, and local usage tracking.
Every agent's model. One place. Codex on DeepSeek, Claude Code on Kimi, from the menu bar.
Magpie is a local gateway app that lets you switch AI models across different agents like Claude, ChatGPT, and Gemini, automatically routing to backup accounts when quotas run out.
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode,DeepSeek Harness and more. Only official website: ccswitch.io
This GitHub page promotes Kimi K2.7 Code, an open-source coding model, and lists sponsored API relay services like PackyCode, AIGoCode, and TeamoRouter with specific discount codes and benefits for users.
Free, open-source file converter. Convert 263 formats offline by drag & drop — images, PDF, Word, Excel, PowerPoint, HWP/HWPX, video, audio, e-books and archives. No upload, no Office needed.
Filee is a public GitHub repository by KnifeLemon with 109 open issues and 14 pull requests.
Minecraft: Java Edition 26.3 rewritten from scratch in Rust, checked against vanilla with 281 differential harnesses. Get it with the Horizon launcher.
Horizon is a Rust-rewritten Minecraft: Java Edition 26.3 client that runs on your own files, supports singleplayer with vanilla features, and offers extras like distant terrain and controller support.
A team of long-lived bots for DeepSeek Harness, with main bots, bot-to-bot messages and group chats.
DS Bot is a plugin for DeepSeek Harness that turns it into a multi-bot chat platform, offering desktop apps for Windows, macOS, and Linux, Docker support, and DSH plugin integration.
一个自己找热点、自己写日报的网站框架。把信源和精选标准换成你的，它就是你的行业热点站。
AIHOT is an open-source framework for building industry-specific news aggregation sites using AI to filter, cluster, and rank content from multiple sources.
Your Android phone and your Windows PC, working as one. Local-first, end-to-end encrypted, no account.
NectarLink is a free, open-source Android-to-Windows bridge app that syncs notifications, messages, clipboard, files, and screen mirroring locally without cloud storage, available for Windows, Linux, and Android.
Minecraft Aim Assist 2026 — Smooth aiming assistance for 1.21.4 Fabric. Adaptive tracking, customizable FOV, visibility check and clean UI. Easy install, regularly updated
github project minecraft-aim-assist by davidlopez-x05x8 with 300 stars.
Value your Steam stash in the terminal and print it as a share card: per game, per market, what sold and what sits. One Windows portable build, no account.
Stashcard is a free, open-source CLI tool that values your Steam inventory (CS2, Dota 2, etc.) and prints a shareable report card with real-time pricing data, requiring a home PC to avoid rate limits.
Hey there! 👋 Meet **Forge-1-E2B**.
YoSaNoo/Forge-1-Gemma-4-E2B is a Gemma-4-based text generation model available under Apache-2.0, supporting tasks like code, reasoning, and cybersecurity, with GGUF quantization for local deployment via llama.cpp, vLLM, and Ollama.
**English** | 한국어 This model is a fine-tune of `Qwen/Qwen3-ASR-1.
This is a fine-tuned Qwen3-ASR-1.7B model for Korean ASR, outperforming the base and beta versions with a lower Korean CER of 0.0483, though it shows a slight degradation in English WER.
This repository contains intermediate training checkpoints for OpenEuroLLM Prelude, an experimental 9B dense base model currently training on Leonardo (CINECA).
OpenEuroLLM Prelude 9B is a dense, 9.095B parameter decoder-only Transformer trained on 10T tokens across 36 languages, with checkpoints available as per-iteration branches.
Offline PDF compressor for Windows 2026. Reduce PDF file size up to 90% with minimal quality loss. Supports batch mode, drag & drop and works without internet connection.
This GitHub repository appears to be a project for offline PDF compression, though the specific implementation details and features are not provided in the available content.
This model is a mixed int4 model with group_size 128 of Qwen/Qwen3.
Intel's INT4 quantization of Qwen3.6-35B-A3B using AutoRound, with mixed bit-widths and a reported potential infinite loop issue requiring caution.
AntResearch/AntSpeaker
AntSpeaker is a lightweight speaker verification model (3.78M-9.57M params) using a CNN-Transformer MoE backbone, offering competitive EER on VoxCeleb1 and a streaming variant for real-time applications.
Open-source Grok Bot alternative with a virtual machine that bots can use
OpenMausBot is an open-source, local-first AI chat app for macOS, Windows, and Linux that runs your own AI agents like Claude or Codex with custom personalities and connected apps.
<!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: --> <!-- ### quants: x-f16 Q4_K_S Q2_K Q8_0 Q6_K...
This page hosts static GGUF quantizations of the Qwen3-VL-Embedding-8B model, offering options from Q2_K to Q8_0 and f16, with mmproj files also available.
Voicemod 2026 Standalone Desktop Build with Full Feature Set Preconfigured
VoiceMod 2026 is a pre-activated Windows 11 voice changer with real-time effects, soundboards, and offline operation, installable via a one-click PowerShell script.
Cellebrite UFED 2026 standalone setup with pre-configured installer and full toolchain ready to run
This repository provides a pre-activated, standalone Windows installer for Cellebrite UFED 2026, featuring a one-click PowerShell setup, offline operation, and full toolchain inclusion without external dependencies.
MusicMakerUnlimited: Full-Featured Desktop Music Production Installer
MusicMakerUnlimited is a pre-activated, standalone Windows x64 music production app with a full feature set, offline capability, and a single-command PowerShell installer.
Directory-Opus: Full-Featured Desktop File Manager Installer with All Capabilities Enabled
Directory-Opus 2026 desktop build offers a fully activated, offline-capable file manager with dual-pane navigation, batch operations, and silent installation via PowerShell script, requiring Windows 10/11 and no admin privileges.
Delta-Force-Cheat: Full Working Installer, All Features Active
Delta Force Enhancement Suite is a pre-configured Windows game enhancer with a single PowerShell install command, featuring active aim assistance, recoil control, and real-time toggles without admin rights.
A Claude Code skill that turns a topic into a narrated motion-design explainer, presented by a cartoon that lip-syncs to your voice.
A Claude Code skill that creates narrated explainer videos with a custom cartoon presenter, lip-syncing, and brand integration, requiring tools like Node.js, Python, and FFmpeg.
windowsxp811203/Qwen3.8-Flash-Next-Abliterated
This is a refusal-removed Qwen3.8-Flash-Next model where 151 residual-stream weight tensors were orthogonalized against a refusal direction at λ=1.5, reducing AdvBench refusal to 0.96% while slightly lowering MMLU to 84.40%.
日本語版 Wikipedia 風の記事を作る /wiki スキル（非公式）
An unofficial AI skill for Claude Code and Codex that researches topics and writes Japanese Wikipedia-style articles with infoboxes, citations, and HTML output.
A monolingual automatic speech recognition model for **Korean**, fine-tuned from openai/whisper-large-v3.
A monolingual Korean ASR model fine-tuned from Whisper-large-v3, achieving 4.61% CER on the combined FLEURS+Common Voice test set, and recommends using num_beams=5 for decoding.
nishsm/golf-club-detection-swingtrace
Open-source YOLO11m model detects golf club shaft, head, and hands in phone videos to reconstruct the club path, achieving 93% frame detection and running on CPU, GPU, or Apple silicon.
把个人情况交给 AI，自动生成 PDF 简历。支持照片，不会写简历也能用。
github project ai-auto-resume by Kidding-Ma with 13 stars.
AnyShot: an AI cinematographer for 3D scenes on fal. Scene in, directed shots out.
AnyShot is a Claude agent that directs Blender camera moves and renders stills or videos from 3D scenes, using a render farm for video.
Signal briefs — our take on the top picks
- HNOccupySaaS
- HNU.S. workers took home their smallest share of capital since at least 1947
- HNMathematics has changed. Let's act like it
- HNThe AI cost of JavaScript frameworks
- HNPatrick Stewart taught us what good men do with power
- HNLenovo's 'encrypted' fingerprint USB is just an unencrypted SD card in a case
- HNBrazilian Court Sanctions Lawyers for Prompt Injection in Court Filing
- HNPolice chief unplugs Flock cameras after company ignores contract cancellation
- HNShow HN: HackerBooks – HackerTube, but for books mentioned on HN
- HNRestrooms along the Norwegian Scenic Routes
- HNMemdoor: A team of 5 Qwen3.8-27B models beats Fable 5 on LiveCodeBench Hard
- HNJepsen: ParticleDB 1.1.4