PanoWorld: Real-World Panoramic Generation
In this work, we aim to address the challenge of long-range memory in panoramic world models by exploiting the rotation-equivariant property of omnidirectional representations, where rotation…
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«I've always believed that there's no such thing as (uniquely human?) intuition and that "understanding" is an illusion, so I'm not surprised if mach…
«I've always believed that there's no such thing as (uniquely human?) intuition and that "understanding" is an illusion, so I'm not surprised if machines outperform humans…
Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning
Fine-tuning LLMs to inject new knowledge faces a critical challenge: LLMs can quickly memorize new facts, yet fail to use them for downstream reasoning tasks. We…
Trust Region Policy Distillation
Big goals are hard to achieve all at once; breaking them into small steps is wiser. We present Trust Region Policy Distillation (TOP-D), which transforms the…
Hy3 has just claimed #1 on the OpenRouter LLM leaderboard! 🥇 Huge thanks to our partners for their hardcore support — this milestone wouldn’t be …
Hy3 has just claimed #1 on the OpenRouter LLM leaderboard! 🥇Huge thanks to our partners for their hardcore support — this milestone wouldn’t be possible without…
DeepSeek v4 Flash (Text only) VS, Mimo 2.5 (Omnimodal)?
Like the title say, which you prefer and why and experience if any? Deepseek Flash is definitely faster, but is text only, Mimo on the other…
Self-Guided Test-Time Training for Long-Context LLMs
Long-context processing has become increasingly important for large language models (LLMs), but simply extending the context window does not guarantee effective utilization of long inputs. As…
Video Generation Models are General-Purpose Vision Learners
Driven by next-token prediction, NLP shifted from task-specific models into powerful generalist foundation models. What, then, is the equivalent catalyst needed to achieve a general-purpose model…
A Sovereign, Open-Source Foundation Model for German and English
We present Soofi S 30B-A3B, a sovereign, open-source Mixture-of-Experts (MoE) hybrid Mamba Transformer foundation model for German and English. Its hybrid design activates only 3B of…
Are businesses actually using agents like openclaw?
I feel like it’s just not practical let alone secure. Is anyone using this for business? For what types of uses? submitted by /u/SadPhilosophy9202 [link] [comments]
Scalable Visual Pretraining for Language Intelligence
The rapid progress of large foundation models has been driven predominantly by pretraining on large-scale text corpora. However, many forms of knowledge are conveyed through visual…
Claude Fable is another big step in being able to make nice lectures based on existing educational content. Much better than Opus. GPT 5.6 is still ve…
Claude Fable is another big step in being able to make nice lectures based on existing educational content. Much better than Opus.GPT 5.6 is still very…
Modernizing Property Tax Assessments in Allegheny County
Article URL: https://www.prohousingpgh.org/blog/new-report-modernizing-property-tax-assessments-in-allegheny-county Comments URL: https://news.ycombinator.com/item?id=48886881 Points: 11 # Comments: 0
RT Mizuki Oka/岡瑞起: 「何を作れ」と命令されないとき、AIは何を作るのか。| 岡瑞起 #note Sakana AI @SakanaAILabs がMIT・NYUと共同で、『目標という幻想』…
RT Mizuki Oka/岡瑞起「何を作れ」と命令されないとき、AIは何を作るのか。| 岡瑞起 #noteSakana AI @SakanaAILabs がMIT・NYUと共同で、『目標という幻想』の原点Picbreederを再現し、人間の代わりにAIに遊ばせる実験を発表しました。noteに書きました。https://note.com/mizuki_oka/n/n647b0472d17e
RT Mizuki Oka/岡瑞起: 「何を作れ」と命令されないとき、AIは何を作るのか。| 岡瑞起 #note Sakana AI @SakanaAILabs がMIT・NYUと共同で、『目標という幻想』…
RT Mizuki Oka/岡瑞起「何を作れ」と命令されないとき、AIは何を作るのか。| 岡瑞起 #noteSakana AI @SakanaAILabs がMIT・NYUと共同で、『目標という幻想』の原点Picbreederを再現し、人間の代わりにAIに遊ばせる実験を発表しました。noteに書きました。https://note.com/mizuki_oka/n/n647b0472d17e
b9982
server: honour per-request reasoning_budget_tokens in chat completions (#23116) server: honour per-request reasoning_budget_tokens in chat completions The reasoning-budget block in oaicompat_chat_params_parse read only the server-level default (opt.reasoning_budget,…
Ask HN: Add flag for AI-generated articles
Should HN add the ability to flag articles as AI-generated? This doesn't have to act as a regular flag, i.e., it won't de-rank the article; it…
RT Polymarket: NEW: Grok 4.5 now scores highest on the SWE-Atlas-QnA benchmark, edging Claude Fable 5 & GPT-5.6 Sol.
RT PolymarketNEW: Grok 4.5 now scores highest on the SWE-Atlas-QnA benchmark, edging Claude Fable 5 & GPT-5.6 Sol.
b9981
vendor : update cpp-httplib to 0.50.1 (#25576) macOS/iOS: macOS Apple Silicon (arm64) macOS Apple Silicon (arm64, KleidiAI enabled) DISABLED macOS Intel (x64) iOS XCFramework Linux: Ubuntu…
Running Qwen3.5-122B on Mac Studio 96GB: Fixed 3 bugs that made long-context inference usable
Hey everyone, I recently switched from DS4 Flash to Qwen3.5-122B on my M3 Ultra Mac Studio for long-context agentic coding. While the model fit better, I…
5 "Plan A" scenarios
https://ai-2040.com/ is a compelling look at one path forward in a world where the US decides to cooperate with China to slow down transformative AI, to…
Another insane own goal on AI research leadership from the U.S. It's like "how do I remove myself from an international scientific network" 101 class
Another insane own goal on AI research leadership from the U.S. It's like "how do I remove myself from an international scientific network" 101 classKyle Chan:…
Meet NeuroVFM: A New Neuroimaging Foundation Model Trained With Vol-JEPA on Uncurated Clinical MRI and CT Volumes
NeuroVFM is a generalist neuroimaging foundation model from the University of Michigan, trained on 5.24M clinical MRI and CT volumes. Its Vol-JEPA base extends I-JEPA and…
> LinQ HX delivers up to 30 operations per second (TOPS) lmao our processors the largest in the world!
> LinQ HX delivers up to 30 operations per second (TOPS)lmaoour processors the largest in the world!