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.
LTX 2.3 ComfyUI – Identity drift in Image-to-Video (first/last frame not stable)
LTX 2.3 users are reporting issues with identity drift in Image-to-Video workflows, where the subject's appearance changes between the first and last frames.
Users of the LTX 2.3 video generation model are reporting significant identity drift when using Image-to-Video (I2V) workflows in ComfyUI. The issue manifests as a lack of consistency where the subject's features change noticeably from the initial frame to the end of the sequence. This stability problem affects the professional utility of the model for character-driven content. Community discussions suggest that while LTX 2.3 offers improvements in motion, frame-one conditioning remains a challenge. Creators are currently looking for workflow workarounds or specific node configurations to lock the identity throughout the generation process.
r/comfyui·tooling·05/06/2026, 11:53 AM·/u/White_Dragon_0
LTX2.3 8GB VRAM WorkFlow
Run the latest LTX2.3 video generation model on consumer-grade 8GB VRAM GPUs using this optimized ComfyUI workflow.
This Reddit post provides a specialized ComfyUI workflow designed to run the LTX2.3 video generation model on hardware with only 8GB of VRAM. LTX-Video is a high-quality open-weights model known for strong temporal consistency, but it typically demands significant GPU resources. By utilizing optimizations like model offloading or specific node configurations, this workflow makes high-end video generation accessible to users with mid-range consumer GPUs like the RTX 3060 or 4060. This is a practical solution for hobbyists who previously could not run the full model locally due to memory constraints.
r/comfyui·tooling·05/05/2026, 10:27 PM·/u/Extension-Yard1918
Converting 2D animations to 3D with LTX 2.3 Lora
Transform 2D animations into depth-rich 3D videos using LTX-Video 2.3 and a specific LoRA workflow for improved spatial consistency.
This workflow demonstrates a method for converting flat 2D animations into 3D-style videos using the LTX-Video 2.3 model and a specialized LoRA. By leveraging the temporal consistency of the LTX architecture, the technique goes beyond simple depth effects to create genuine spatial volume and realistic lighting. The process involves using existing 2D footage as a structural reference while the LoRA guides the model to reinterpret the scene with 3D depth. This provides a powerful tool for creators to modernize 2D assets or generate complex parallax movements without traditional 3D software. It highlights the growing ecosystem of fine-tuned adapters for open-source video generation models.
r/StableDiffusion·tutorial·05/05/2026, 09:09 AM·/u/CQDSN
LTX-2.3 + Union Control LoRA (8GB VRAM)
Generate high-quality 1280x640 LTX-2.3 videos with precise control on an 8GB VRAM GPU using this optimized ComfyUI workflow.
A new ComfyUI workflow demonstrates high-resolution video generation (1280x640) using the LTX-2.3 model on consumer-grade hardware with only 8GB of VRAM. By integrating the Union Control LoRA, users can achieve precise structural control over the video output, which was previously difficult on low-memory GPUs. The author provides a complete package including a Hugging Face repository for the workflow and a step-by-step YouTube tutorial. This release is significant for the creative community as it lowers the barrier to entry for high-quality AI cinematography. The pipeline uses Nano Banana for the initial frame generation before passing it to LTX-2.3 for temporal consistency.
r/comfyui·tooling·05/05/2026, 02:14 AM·/u/big-boss_97
LTX 2.3 Prompt Relay - Really good for concistency
Use the 'Prompt Relay' technique in ComfyUI to fix character flickering and maintain visual consistency in LTX 2.3 video generations.
A new workflow technique for LTX 2.3 called 'Prompt Relay' has been demonstrated to significantly improve character and environment consistency in generated videos. The method involves passing prompt information across frames or segments in a specific ComfyUI node setup to maintain visual coherence. This approach addresses the common issue of flickering or character morphing that plagues many open-source video models. By chaining prompt context, users can achieve more stable long-form or multi-shot sequences without losing the original artistic intent. The community is highlighting this as a practical solution for creators using LTX-Video checkpoints who need professional-grade stability.
r/comfyui·tooling·05/04/2026, 09:38 PM·/u/smereces
Relevance auto-scored by LLM (0–10). List shows top 30 from the last 7 days.