Judge rejects Trump’s wild claim EPA can dismiss data center pollution lawsuits
Trump’s EPA can't unilaterally dismiss SpaceXAI pollution lawsuit, court rules.
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LongZero: Enhancing Long-Context Reasoning in LLMs from Zero Data
Reinforcement learning (RL) is an effective way to strengthen the long-context reasoning of large language models (LLMs), but it…
PHP Armageddon: OpenAI, Google’s Wiz find ancient holes, panicking the internet
This is the kind of security issue that was found and prevented by AI, but is also a high risk because of AI.
Think Harder Where It Matters: Item-Level Adaptive Recursion for Sequential Recommendation
Existing sequential recommenders usually allocate a fixed computational budget to every item in a user's interaction history…
PhysiCalWorld: In-Context Physics Calibration for World Models
Existing world models typically perceive a scene through current visual frame or a narrow history window. However, these…
A Quasipolynomial Algorithm for $\ell_\infty$ Contractions
We give an algorithm for computing an $\eps$-approximate fixed point of any $d$-dimensional nonexpansion with respect to the…
Self-normalized Bernstein Inequalities for Regenerative Processes and Applications to Learning Without Independence
We prove a self-normalized Bernstein inequality for bounded functions of a regenerative process with independent, identically…
The role of locality and weight sharing in convolutional neural networks
The success of convolutional neural networks is often attributed to locality and weight sharing. However, how these two…
Environment Duels: A Microcosm of LLM Co-Evolution
Through a tangle of real-world interactions, from synthetic training pipelines to data shared on the open web, frontier LLMs…
The End of Consensus Research?
Consensus is a fundamental problem in distributed computing and at the core of state machine replication (SMR). Despite decades…
Quant-Arena: Benchmarking LLM Agents for Quantitative Trading Research
Quantitative research is an iterative loop: a researcher proposes a market hypothesis, implements it as an executable signal…
Minimax Optimality of the NPMLE for Gaussian Mixtures in Hellinger Distance
We analyze the problem of estimating univariate Gaussian mixture densities using the nonparametric maximum likelihood estimator…
Multimodal Embodied Agents: A Unified Capability-centric Perspective from Computer-Use to Robot-Use
Multimodal agents (MMAs) sustain interaction through reasoning, memory, tools, and feedback, most visibly as computer-use agents…
Asymmetric On-Policy Distillation Learns In-Context Exploration
Sequential decision-making under partial observability is difficult because agents must explore to infer hidden, task-relevant…
BatchBench: Benchmarking AI Robustness to Batch Effects and Domain Shift in Biomedical Images - A JUMP Cell Painting Leaderboard
Despite recent advances, current AI systems remain highly susceptible to domain shifts, particularly in biomedical imaging, where…
3 things you should do with your AI to save $$$ before booking a hotel
Hotel pages are built to make the choice feel simple, but the data behind them isn't. I pulled a lot of live hotel rates and…
Google Cloud now offers OpenAI models alongside Gemini and Claude, becoming the only major provider with all three
Google Cloud is the first major cloud provider to offer Gemini, Claude, and OpenAI's GPTs on a single platform. At launch, GPT-6…
Noun-verb-conjunction triads [D]
The neural network would consist of multiple layers with at least one layer consisting of multiple attention heads. Each…
Google On robots.txt Rules For AI Crawlers, Emojis, International URLs & More
Gary Illyes and Chery Prommawin released their second video in the Non-Canonical Cabinet series; this one is named What can you…
Blacksmith hits unicorn valuation after Sequoia leads Series C
Blacksmith, a platform that lets companies build and test AI code more effectively, just announced a $66 million Series C round…
Deepmind founder Hassabis shortens AGI timeline from five to two to three years
Demis Hassabis keeps moving up his AGI timeline. The Nobel laureate and former Google Deepmind CEO now expects artificial general…
Cops Warned to Look for ‘Suspicious Behavior’ From People Opposing Flock at City Council Meetings
A surveillance document tells cops to expect "emotional confrontations" at Flock city council meetings.
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