AI pulse last 7 days
Daily AI pulse from YouTube, blogs, Reddit, HN. Ruthlessly filtered.
Sources (41)▶
- criticalAndrej Karpathy
Były dyrektor AI w Tesli, OpenAI cofounder. Każde video to gold.
- criticalAnthropic
Oficjalny kanał Anthropic. Każdy release Claude'a.
- criticalComfyUI Blog
Release log dla integracji ComfyUI — Luma Uni-1, GPT Image 2, ACE-Step music gen, Seedance. Pokrywa video+image+music+workflow.
- criticalOpenAI Blog
Oficjalny blog OpenAI. Wszystkie release.
- criticalSimon Willison's Weblog
Najlepszy 'thinker' AI. Codzienne posty, deep insights, niska hype rate.
- highAI Explained
Głęboka analiza papers i benchmarków, niska hype rate.
- highAI Jason
Praktyczne tutoriale Claude Code, MCP, workflow vibe codingu.
- highBen's Bites
Daily AI digest, creator-friendly tone. Codex, model releases, agentic AI.
- highCole Medin
Vibe coding + agentic workflows + Claude Code MCP integrations.
- highFal AI Blog
Fal hostuje większość nowych AI image/video modeli — ich blog to wczesne sygnały premier.
- highHN: 3D & Gaussian Splatting
HN signal dla 3D generative — Gaussian Splatting, NeRF, image-to-3D. Próg 20 bo niszowa kategoria (top historic 182pts).
- highHN: AI agents / MCP
HN posty o agentach, MCP, vibe codingu z min 100 pkt.
- highHN: Claude / Anthropic
HN posty z 'Claude' lub 'Anthropic' z min 100 pkt.
- highHugging Face Blog
Releases dla image, video, audio, 3D modeli. Część tech-heavy — Gemini relevance odfiltruje noise. Downgraded z critical: za duży volume na 'must-read' status.
- highIndyDevDan
Claude Code power user, prompty, hooki.
- highInterconnects (Nathan Lambert)
AI policy + research analysis. Niska hype rate, opinionated.
- highLatent Space
Podcast + blog Swyx — wywiady z founderami i deep dives engineeringowe.
- highMatt Wolfe
Comprehensive AI tools weekly digest. ~700K subs.
- highMatthew Berman
AI news, model release reviews, agent demos. Wysoki output.
- highr/aivideo
Community AI video — Sora, Veo, Runway, Kling, LTX. Co naprawdę zaskakuje twórców.
- highr/ClaudeAI
Społeczność Claude'a — power users, tipy, problemy.
- highr/LocalLLaMA
Open-source LLMs, lokalne uruchamianie, benchmarks bez hype.
- highr/StableDiffusion
Największa community open-source image gen (700k+ users). Premiery modeli, LoRA, ComfyUI workflows.
- highRiley Brown
Vibe coding, AI builder workflows, Cursor + Claude tutorials.
- highThe Decoder
Niemiecki AI news outlet po angielsku, dobre breaking news.
- highTheo - t3.gg
TypeScript + AI dev workflows. Hot takes, narrative-driven.
- highYannic Kilcher
Paper reviews i deep dives w research AI.
- lowAI Weirdness
Janelle Shane — playful AI experiments, image gen quirks. Niski volume, unikalna perspektywa.
- mediumbycloud
AI papers digestible — między 2MP a Yannic Kilcher.
- mediumCreative Bloq
Design industry — gdzie AI ingeruje w klasyczne dyscypliny graficzne.
- mediumFireship
100-sec format, often AI/LLM + tech news.
- mediumfxguide
VFX i film industry — coraz więcej AI w pipeline. Profesjonalna perspektywa.
- mediumGreg Isenberg
Solo founder vibe — buduje produkty z AI, podcasty z indie hackers.
- mediumr/ChatGPTCoding
Vibe coding tipy, IDE setupy, prompty. Mix wszystkich modeli.
- mediumr/comfyui
ComfyUI workflows — custom nodes, JSON workflows, optymalizacje.
- mediumr/midjourney
Midjourney community — premiery v7+, style references, prompt patterns.
- mediumr/runwayml
Runway-specific community — premiery features, prompt patterns, comparisons z konkurencją.
- mediumr/SunoAI
Suno music gen community — nowe wersje modelu, lyric prompting techniques. Audio AI ma slaby RSS ecosystem.
- mediumTina Huang
AI workflows for data science, practical applications.
- mediumTwo Minute Papers
Krótkie streszczenia papers AI, świetne dla szybkiego scan'a.
- mediumWes Roth
AI news z bardziej clickbaitowym tonem — filtr Gemini odsiewa hype.
Is there any interest for a Character dataset evaluation script ?
A new tool is being developed to help curate LoRA training datasets by detecting face mirroring and scoring image quality and variety.
A Reddit user has developed a Python script with a Gradio interface designed to optimize datasets for training LoRAs of real people. The tool addresses two specific problems: detecting mirrored faces to prevent unnaturally symmetrical results and providing a relevancy score based on image quality and variety. By filtering out redundant or low-quality images, the script aims to improve the final model's fidelity. While currently in the feedback stage, the author is gauging community interest before a public release. This could be a valuable utility for hobbyists struggling with manual dataset curation.
r/StableDiffusion·tooling·05/06/2026, 07:54 PM·/u/HumbleSousVideGeek
Turned a desk lamp into a Claude Code status indicator
Use Claude Code hooks to sync your physical desk lighting with your AI agent's status via Bluetooth.
A developer shared a DIY project that turns a standard desk lamp into a visual status indicator for Claude Code. By leveraging Claude Code hooks, a Python script sends Bluetooth Low Energy (BLE) commands to change the lamp's colors based on the agent's state. The lamp spins blue while processing, glows pink when requiring user input, and returns to warm white when idle. This implementation is based on an open-source project and avoids Wi-Fi dependency by using BLE. It demonstrates how CLI-based AI tools can be integrated into physical environments to improve workflow awareness and reduce context switching.
r/ClaudeAI·creative_work·05/05/2026, 02:03 PM·MoutainSnow
Turned a desk lamp into a Claude Code status indicator
Learn how to use Claude Code hooks to trigger physical hardware for visual status updates via Python and Bluetooth.
A developer shared a project that turns a desk lamp into a visual status indicator for Claude Code. By utilizing Claude Code hooks, a Python script sends Bluetooth Low Energy (BLE) commands to change the lamp's colors based on the AI's state. The lamp spins blue when busy, glows pink when awaiting user input, and returns to warm white when idle. The setup relies on an open-source GitHub project and doesn't require Wi-Fi, making it a portable desktop companion. This demonstrates a practical, creative way to reduce context switching by moving AI status indicators into the physical environment.
r/ClaudeAI·creative_work·05/05/2026, 02:03 PM·/u/MoutainSnowllm-echo 0.5a0
Test how your applications handle model 'thinking' blocks for free using the new simulated reasoning feature in the llm-echo plugin.
Simon Willison has released version 0.5a0 of llm-echo, a utility plugin for his LLM CLI tool designed for automated testing. The plugin provides a 'fake' model that echoes inputs instead of calling an actual API, saving costs during development. This update introduces a new '-o thinking 1' option, which simulates the reasoning blocks produced by modern models like DeepSeek-R1 or OpenAI's o1. By outputting a fake reasoning block to standard error, it allows developers to verify that their parsers and workflows correctly handle multi-stage model outputs without incurring any API fees.
Simon Willison's Weblog·tooling·05/05/2026, 01:31 AMTRE Python binding — ReDoS robustness demo
Protect your Python apps from ReDoS attacks by using the TRE engine, which avoids backtracking—now easily integrated using AI coding assistants.
Simon Willison demonstrates a Python binding for the TRE regular expression engine, created using Claude Code and ctypes. The project explores TRE's resistance to Regular Expression Denial of Service (ReDoS) attacks, which often plague Python's standard re library. Unlike standard implementations, TRE avoids backtracking, making it immune to catastrophic backtracking scenarios. This experiment highlights how AI tools can help developers quickly integrate robust C libraries into high-level languages. It serves as a practical security blueprint for developers handling untrusted user-defined patterns.
Simon Willison's Weblog·tooling·05/04/2026, 05:52 PMiNaturalist Sightings
Build functional web tools and data pipelines entirely on your phone using AI agents like Claude Code.
Simon Willison demonstrates a complete development workflow performed entirely on a mobile phone while camping. He used Claude Code to build 'iNaturalist Sightings,' a tool that aggregates and groups nature observations from multiple accounts based on time and proximity. The project involves a Python CLI for data processing, a Git scraping setup on GitHub to host the data, and a final web frontend generated via a single prompt. This serves as a practical example of how AI agents enable complex multi-step development tasks in non-traditional environments. It highlights the shift toward 'just-in-time' personal software creation without a desktop environment.
Simon Willison's Weblog·tooling·05/01/2026, 07:35 PM
Relevance auto-scored by LLM (0–10). List shows top 30 from the last 7 days.