What the practitioner communities are talking about today. · ranked by recency within each subreddit · pulled 6d ago
Let’s develop this technology guys. I believe in us.
https://preview.redd.it/1p0rqc3xphuh1.png?width=782&format=png&auto=webp&s=d31b6d32cdff88165fa5e2f4ed7d09739747828b Astra UF ($300/1m output, the single most expensive endpoint in the world) is struggling to keep its head above 100tps. Zero improvement on fast
Every week my feed has a new version of the same post. You know the one. > It has never been easier in history to build a $10-100k/month business. I physically can't keep up with all the opportunities I see. > My agents manage agents that manage agents. 30+ su
Supposedly it's illegal to say AI now
I'm an avid user of AI. When Google added Spark, I upgraded from the $20 plan to the $100 plan. When Anthropic added Fable, I upgraded from the $20 plan to the $100 plan. When OpenAI added Sol, I upgraded from the $20 plan to the $100 plan, and when they added
Has anyone else noticed this with Gemini's image generator? I've been getting increasingly frustrated with how it handles the female body. Sometimes it feels like the system treats the mere presence of a woman's body as something inappropriate, even when the r
Inspired by this popular post, this is a weekly post for everyone to show what they have been working on that helps you or that you're proud of!
im just frustrated, i genuinely am and it is entirely my fault. so the job was simple. two keyframes, one camera move i wanted to test, and i wanted a pile of variations by morning so i could pick a composition and then run that one properly. wrote the instruc
It's that time of the month for me, Claude, so generate a browser-based version of GTA 6 without any errors, or I'll get angry.
a mod for Claude Code that uses Haiku 5.5 or Jev to figure out the best model and effort for the task. (it is smart and uses earlier messages to assess if a switch is good or if it’s better to stay on the current one. what it does and how: picks Haiku, Sonnet
Claude Startups offer
I asked Claude for a Duke Nukem 3Dstyle shooter for old J2ME phones and it built the whole thing from that one prompt. It wrote a Wolfenstein like 3D engine in Java with only integer math so old phones can run it, with textured floors, a moonlit sky, fog, etc.
A tower defense game set on mars where you vaporize endless waves of alien bugs. Claude (connected through Cursor) created everything from the artwork, code, and marketing material. This took about a month of prompting and testing on and off, if I was working
Anthropic knows what's going on. Serious enough that it is creating an official policy on how you talk to its AI. What do they know which we don't?
Which one would you favor for general Chat ?
I’ve been making games for about 25 years (mostly AAA, now indie) and wanted to see how far Claude could take a real game in a few days. The target was a mix of Road Rash (the 1991 one, yes I’m that old) and a rally game like DiRT. Opus 5.5 did most of the hea
Qwen-Image-2.1-Turbo, create and edit images in just 8 denoising steps! Open weights now available! Built on Qwen-Image-2.1, Turbo is an accelerated checkpoint on the same 7B visual generation architecture. Fewer steps does not mean lower quality: it still gen
It seems Dario's "too powerful for you users" strategy is paying off: we have two open models at the top of the leaderboard, surpassing every single model from Anthropic. Open source prevails. Even Mistral Large 4 is better!
Blog Post : ML Drift: Next-Gen GPU AI/ML Inference at the Edge - Google Developers Blog The Google AI Edge Team is excited to announce the open-source release of ML Drift , our high-performance, cross-platform, on-device GPU compute engine specifically built f
(Don't judge by the screenshot, the cache is cold. It hits 24+ tok/s with a warm cache!) About two months ago, I made a post here asking whether predicting which MoE experts would be used on the next token could actually help speed up CPU/GPU offloading. Origi
I tested Mellum2.1-12B-A2.5B (Q8) locally using Pi and llama-server. All five tests were one-shot. Results were pretty mixed: - Pelican SVG, Browser OS, Minecraft: Poor results. - Bouncing Hexagon: Physics were okay, but surprisingly it made it run in the term
Youtu-Parsing-Omni is a compact (5B) omni-modal parsing model. Given a single input — a document page, a natural image, a chart / flowchart, a geometry figure, an audio clip or an audio-visual video — it produces one structured JSON envelope that covers both p
Just noticed this today when I went to run the built-in "UPDATE" script and git failed because there was no common ancestor. Looked into why, and apparently every historical commit has been re-written to strip the "Co-Authored by Claude" text from the descript
Conditional memory architectures such as DeepSeek Engram use input n-grams to look up learned embeddings, expanding the capacity of large language models (LLMs) with limited additional computation. Beyond model scaling, this architecture has demonstrated the p
I got Qwen3.8-Flash-Next-GSQ-RCO-Abliterated running at IQ3_S with just 12GB VRAM and 32GB system RAM, achieving 20-30 tok/sec decode (Q2 achieves 39-45 tok/s) & 300 to ~90 thousand tok/sec prefill @ 131k context, on a custom fork of Strata. This fork has tonn
Talus generates 64x64 heightmaps (4 km, up to 1,200 m) conditioned on a terrain type and any subset of five measured properties: mean elevation, relief, mean slope, water fraction and spectral slope. I trained it from scratch on one RTX 5060 (8 GB), about 4.5
Are there actually fewer submissions this cycle or are people waiting for ARR Aug Meta to be out? I saw an 1.8k submission ID yesterday.
Hi! I wrote a small library called Integrum that allows you to quickly create MCP server(s) from existing Python libraries or modules. It has a CLI so it is really easy to use (I hope!). It is open-source (MIT) and on PyPI, so sharing it here if somebody finds
I built MaRN (Mapping Networks) , a PyTorch library that lets you optimize a compact latent representation instead of directly training every model parameter. Some results from my current benchmarks: MNIST CNN: Reduced a 537,748-parameter CNN to 4,080 trainabl
I want to commit my ARR paper to EACL 2027 and I see I have to attach a pdf. Should I address the reviewer comments/suggestions (minor things) in this version already or wait for camera ready if accepted? I thought I just had to provide the link to the reviews
Here is the story: Nvidia has published this work (with source code available) called dreamDojo which is a world model for robotics based of their prior work Cosmos 2.5 which is cited about 100 times and got ICML’s spotlight. Authors are very well known and re
Figure 1b from our paper Disclosure: I'm one of the authors (Microsoft). The paper, code, dataset are public and ThinkingBox is on Hugging Face OpenEnv as well. Raw evaluation trajectories are not released Links at the bottom. We wanted to know how much of a s
NeurIPS says in the past they made the SAC tickets transferable. But apparently this time not? Or does anyone have a transferable one?
Abstract: Recent AI systems have made rapid progress in scientific discovery when given well-defined metrics, but whether they can autonomously undertake open-ended scientific discovery remains unclear. We investigate AI's ability to tackle open-ended tasks in
We test three state-of-the-art multi-modal large language models (GPT-4o, Gemini-1.5-Pro, Gemini-1.5-Flash) and find that they fail dramatically when generalization requires that the rules of the game must be manipulated and combined. This is the slap to the f
ALHR - Adaptive Learnable Hierarchical Routing, uses static binary trees and learnable functions to minimize the amount of keys to be read. It does use a dense teacher while phase 1 of training however. MQAR TEST AT 1024 TOKENS - Average keys read per query by
UT-based small models, despite being trained from scratch on these tasks without internet-scale pre-training, consistently outperform most standard Transformer-based Large Language models (LLMs) by a significant margin. 👈 The Universal Transformer (UT) extend
From the "Dropping Names with Brent and Jonny" podcast.
At the American Bar Association's annual conference on law and national security this week in Washington, the deputy general counsel for OpenAI laid out what sounds like the defense they'll use when they get into court in California: We didn't intend or expect
Asana says it cut the estimated model cost of one browser-agent workflow from at least $36.21 to $0.47 per run, while reducing runtime from at least 22.5 minutes to about four minutes. The change was not a new model. It kept the agent's growing page history st
Well, since some time in the future we may have superintelligent AI and robotic advance, assuming we'll successfully control them, what's left for us to do is battle for resourses through politics? I hate politics. I would prefer to work, but I really can't se
A while ago u/ R34vspec , at my suggestion, used reference videos to influence the actors. https://www.reddit.com/r/StableDiffusion/s/AiURgoCkgj He's been trying to get believable performances out of Minimax. His post didn't get a lot of attention so I wanted
From HF: Introduction Qwen-Image-2.1-Turbo is an accelerated checkpoint of Qwen-Image-2.1 for text-to-image generation and image editing with 8 denoising steps . It uses the same 7B visual generation architecture and loads directly with QwenImage21Pipeline in
Hey all, last week I made a post about vlo https://github.com/PxTicks/vlo It is open source video editing software with a live bridge to ComfyUI (as well as its own generation panel - which also uses ComfyUI behind the scenes). It is designed for inpainting, m
WF + Prompts - https://civitai.red/posts/31529185 Nodes - https://github.com/shootthesound/ComfyUI-Fizgig-H3-Still/tree/main - 4096x3072, 16 Steps in 2Min (5060 Ti 16gb). - 8 Sprites (1024x1536~) in one go. - Any pose, Any emotion, Any custom outfit. - Easy to
HF : https://huggingface.co/Qwen/Qwen-Image-2.1-Turbo
Qwen-Image-2.1-Turbo official ComfyUI support. It's just been updated.
Someone asked a question about the capabilities of Iris 3B to generate anime images. So I started generating some comparison and while I was doing that Qwen 2.1 Turbo was announced so I had to try it out! model Steps 1024x1536 1024x1824 Qwen Image 2.1 40 35.0
Its dialogue is still off and there is a weird resizing of the watch when he dials it, but I think its semi-consistent. Am just surprised it even worked out. I think if the dialogue synced better that would have already been a huge improvement This is also not
qwen_image_2.1_int8_convrot.safetensors / qwen_image_2.1_turbo_int8_convrot.safetensors qwen3vl_8b_int8_convrot.safetensors qwen_image_2.1_vae_bf16.safetensors Render time: 25 steps (12 secs) vs 8 steps (3 secs) Comfy template workflow, euler, simple
It would be amazing if someone could create a plugin for ComfyUI so we could use these tools in our workflows. Imagine having automatic masks and editing in PhotoCraft, or all the video tools in EffectCraft, etc. From what I’ve tested so far, everything runs p
Uncompressed image: https://postimg.cc/gallery/gmR7dbs (To view the uncompressed image, click on it a second time after opening it, or simply download the entire image album) -------------------------------------------------------------------------------------
https://github.com/envy-ai/ComfyUI-Iris It comes with its own custom loader and sampler nodes because, being a pixel model as opposed to a VAE model, it works a bit differently than normal. However, you can wire in loras as usual, and it uses ComfyUI's schedul
Anyone who posts about iLands going forward gets banned
I've been looking into AI agents for customer support and wanted to hear how they're working out for teams that use them. Came across Cresta while checking out different platforms, it looks interesting since it can handle customer calls and chats with AI while
I watched someone point a website crawler API at an entire domain last week, dump 3000 pages into a vector store, and then ask me why retrieval had got worse than when they only had 40 pages in there. It got worse because 3000 pages of website is not 3000 page
i work on the backend of an ai video agent. you ask for a video in chat, agent picks a model, you approve a draft, then it generates the naive version is "here are 1000+ models, pick one" the agent then picks a model that cant take your reference image, cant d
This sub does not allow links. Links are in the comments. For SF Tech Week, VOYGR (YC W26) ran an experiment on how ready San Francisco businesses are for AI. They gave an AI a phone and called 1,000+ businesses around the city: vets, dentists, bars, cafés, sa
AI is moving incredibly fast, and it feels like there are still plenty of opportunities for people who are willing to learn and build something useful. If you were starting from scratch today, what AI-based business would you build? Would you create AI agents
In my last post about the 60k dead real estate leads, I mentioned in one line that the voice agent tells people it's an AI in the first few seconds. That line probably deserved its own post. Of everything in that build, it's the decision I see people building
I work in ops, not engineering. Got an agent working, felt like a genius for about an hour, then looked at what I’d given it access to and switched it off. My own stuff? Recoverable. Company data? Explaining to the CEO that “it worked when I tested it” doesn’t
Let's say an AI agent needs to get some information from an entity and assume that a phone call is the best way to get that. Currently agents can dial a number but most often the receiver does not take those call seriously. If there was a tool that AI agents c
I build internal automations for a mid size company's finance team, mostly agents that read our policies and handle routine requests like expenses and refunds. A common way these agents go wrong is that they read a policy, read a request, and then confidently
We're a small AI studio in Germany. Since June our whole company runs on one Obsidian vault that we and our Claude agents both read and write. It's at 600+ notes now, plain markdown in git with a small local search index on top. A few things that turned out to
I'm looking for some recommendations on ways to keep our monthly AI API costs under budget. As we've grown, our usage has increased to the point that we frequently run over budget before the month is over. We're starting to look at cheaper models and fallbacks
Reddit's JSON API blocks unauthenticated clients, so this comes from the public RSS feeds. RSS carries the title, author and date but not the score or comment count — so these are ordered by recency within each subreddit, not by votes.