SG-WAM: Self-Guided World Modeling in Geometry-Aware Policy Space
World Action Models (WAMs) couple action generation with prediction of future states. Their effectiveness depends on whether future dynamics are modeled in a space that is…
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Automated web insight extraction with Amazon Bedrock AgentCore
Extracting insights from dozens of websites by hand quickly becomes overwhelming. This post shows how to build an automated web insight extraction solution with Amazon Bedrock…
Gemma 4 on 500MB
https://x.com/i/status/2084656348617392261 https://www.reddit.com/r/LLMDevs/s/9oL5ogmE6s submitted by /u/jacek2023 [link] [comments]
NVIDIA Joins NSF State and Regional AI Hubs Program to Expand AI Research and Education Across the US
NVIDIA is participating in the U.S. National Science Foundation’s (NSF) State and Regional Artificial Intelligence Infrastructure Hubs program, an effort launching today to expand access to…
Beyond VLAs: How World Action Models Reshape Robot Manipulation
A central challenge in robotics is building policies that generalize beyond the demonstrations they’re trained on. A policy that succeeds in a training scene...
b10267
speculative : refactor enabled configs common_speculative_init (#26510) This commit contains a suggestion to reduce some code duplication in common_speculative_init when adding the enabled speculative decoding configurations.…
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🚀🚀Peter H. Diamandis, MD: http://x.com/i/article/2084645184986324992
Upcoming deprecation of GitHub Spark on github.com
Beginning August 4, 2026, GitHub Spark no longer accepts new users or allows the creation of new apps. Existing users can continue to access GitHub Spark…
The AI Demand Bubble
Article URL: https://www.wheresyoured.at/the-ai-demand-bubble/ Comments URL: https://news.ycombinator.com/item?id=49170648 Points: 71 # Comments: 28
Spotify expands AI remix and covers project with Merlin partnership
Spotify says Merlin, which represents more than 30,000 independent labels and distributors, has joined Universal Music Group in backing its upcoming AI-powered remix and covers product.…
I try not to get excited about models before they've been released, but I gotta admit I'm very much looking forward to the upcoming laptop-sized Qwen …
I try not to get excited about models before they've been released, but I gotta admit I'm very much looking forward to the upcoming laptop-sized Qwen…
RT Aidan Gold: The scale of what Elon is building in Bastrop is not well understood.
RT Aidan GoldThe scale of what Elon is building in Bastrop is not well understood.
Texas halts new data centers as governor calls for audits
Texas Governor Greg Abbott has paused new data center development until an audit has been completed.
Perspec 1.0
Article URL: https://adriansieber.com/announcing-perspec-1-0/ Comments URL: https://news.ycombinator.com/item?id=49170508 Points: 14 # Comments: 1
Decrease the power limit of your 5090 to at least 480W – the performance penalty for inference is negligible.
I run my inference machine in the living room, so noise and heat output are a significant concern. Ran a quick test using my daily driver…
DeepSeek V4 Flash 0731 (Q4) now reaches 1,328 tok/s prefill and ~29 tok/s decode on one RTX PRO 6000
I've been working on speeding up DeepSeek-V4-Flash-0731 in Krasis and have now got the long-prompt prefill quite a bit faster on a single RTX PRO 6000…
Texas says data centers must pass an audit before connecting to the grid
Texas announced new a audit on data centers that could slow approval for new facilities seeking to connect to the state energy grid. Governor Greg Abbott…
RT NVIDIA: Meet Alpamayo 2 Super, now commercially available for robotaxis and autonomous vehicles. Built for complex real-world driving, this open re…
RT NVIDIAMeet Alpamayo 2 Super, now commercially available for robotaxis and autonomous vehicles.Built for complex real-world driving, this open reasoning model adds 360° awareness, high-level driving…
i would rather be an optimist and work hard than a pessimist posting about why things won't work. it's much more difficult and the most likely path is…
i would rather be an optimist and work hard than a pessimist posting about why things won't work.it's much more difficult and the most likely path…
Lets fix factory farming with AI
Let me preface this by saying: I am a huge proponent of banning intensive farm agriculture in its current form and probably do not need to…
Anthropic locks in $10 billion of compute from Volta, a cloud startup that didn't exist six months ago
Anthropic is locking in $10 billion worth of computing capacity from Volta Infra Holdings, a cloud startup that's only a few months old. The article Anthropic…
inclusionAI/Ling-3.0-flash weights are up on Hugging Face — MIT, BF16 plus an official FP8
Went public in the last few minutes, both repos ungated. Ling-3.0-flash, BF16, 24 shards, ~255GB Ling-3.0-flash-fp8, official FP8, ~128GB 127.5B total, they quote 5.1B active. What…
Elon Musk spends half his time talking robots and AI on Tesla earnings calls
An analysis of the last seven years of Tesla earnings calls shows just little attention Musk pays to Tesla's car business.
inclusionAI/Ling-3.0-flash · Hugging Face
The Ling-3.0-flash MoE is now open-weighted at 124B A5B params. I know the original announcements were before the Kimi K3, DeepSeek-V4-Flash and Qwen3.8 hype, but this…