AIME 2025
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A Comprehensive Anatomy of Human and DeepSeek-R1 LLM Mathematical Reasoning
new Abstract: The emergence of "Aha moments" in large language models, particularly DeepSeek-R1-0120, has raised the question of whether these systems genuinely reason or merely imitate the appearance of reasoning. We conduct a comprehensive empirical comparison between model and human reasoning across all 30 problems from AIME 2025, exhaustively annotating 10,247 reasoning steps into five functional categories: Analysis, Inference, Branch, Backtrace, and Reflection. We find a clear...
Antares reaches reactor criticality under Trump pilot program, marking major nuclear milestone
Antares Nuclear, Inc. announced Thursday that its Mark-0 microreactor achieved criticality at Idaho National Laboratory, becoming the first advanced reactor to reach the milestone under a U.S. Department of Energy pilot program established after President Donald Trump's 2025 executive order aimed at accelerating nuclear development. The Torrance, California-based company said the reactor reached initial criticality under DOE authorization, making Antares the first private company to bring an...
Antares reaches reactor criticality under Trump pilot program, marking major nuclear milestone
Antares Nuclear, Inc. announced Thursday that its Mark-0 microreactor achieved criticality at Idaho National Laboratory, becoming the first advanced reactor to reach the milestone under a U.S. Department of Energy pilot program established after President Donald Trump's 2025 executive order aimed at accelerating nuclear development. The Torrance, California-based company said the reactor reached initial criticality under DOE authorization, making Antares the first private company to bring an...
Trade turnover in Eurasian Economic Union exceeds €80 billion last year
The Eurasian Economic Union (EAEU) leaders met in Astana to discuss AI integration, shared digital markets, and trade corridors, marking the bloc's 12th year with a record trade turnover exceeding €80 billion in 2025. The summit aimed to strengthen the union's economic ties and explore new opportunities for growth and cooperation.
USAA to return nearly $1 billion to Florida members as legal reforms help lower insurance costs
USAA said it will deliver nearly $1 billion in combined savings and returns to eligible Florida members, including a $500 million dividend, CNBC can exclusively report. The insurer credits Florida's civil litigation and tort reforms as a key reason it can send money back to policyholders. USAA says its legal costs declined after Florida moved to curb what insurers have long described as legal system abuse.
A €100 billion queue: Why Europeans are waiting years for clean energy
Providing affordable clean energy to Europeans has become an “absolute obstacle course” due to the continent’s congested grid. More than €100 billion of renewables are stuck in Europe’s outdated energy grid, as communities across the continent wait years for solar panels and heat pumps. A new report by consulting group AFRY, commissioned by non-profit Beyond Fossil Fuels, found that a staggering 375 gigawatts (GW) of clean energy projects and 455 GW of battery storage projects are trapped in...
Pair-In, Pair-Out: Latent Multi-Token Prediction for Efficient LLMs
arXiv:2605.27255v2 Announce Type: replace Abstract: Long chain-of-thought reasoning has made autoregressive decoding the dominant inference cost of modern large language models. Existing methods target either the input side (latent compression) or the output side (speculative decoding and multi-token prediction, MTP), but the two lines of work have been pursued independently. Moreover, output-side methods must incur an expensive verifier pass to validate the unreliable draft tokens predicted...
Jeff Bartos says UN reform is no longer an 'oxymoron' after $570M in cuts
UNITED NATIONS — When Jeff Bartos appeared before the Senate Foreign Relations Committee in 2025 for his confirmation hearing, he was warned that the job he was seeking might not exist. The Pennsylvania businessman, former political candidate and endurance athlete had been nominated by President Donald Trump to serve as U.S. ambassador for United Nations Management and Reform — a title that has long sounded aspirational in a building famous for bureaucracy. During his confirmation hearing,...
Scott Pelley fired at CBS News after blowups with Bari Weiss, new '60 Minutes' producer
Veteran "60 Minutes" correspondent Scott Pelley was fired from the long-running CBS News show on Tuesday following a bitter clash with the network's editor-in-chief Bari Weiss and new "60 Minutes" executive producer Nick Bilton. "Yesterday, you hijacked my first meeting with staff to disparage me, my qualifications, and my intentions with remarkable incivility and contempt. I welcome a diversity of viewpoints and respectful debate among the team, but this was nothing of the sort," Bilton...
CBS News chiefs told Scott Pelley they wanted him to stay on '60 Minutes' before tense clash with new producer
CBS News editor-in-chief Bari Weiss and newly-appointed "60 Minutes" executive producer Nick Bilton made multiple overtures to the show's veteran correspondent Scott Pelley before the tense showdown he had with the incoming boss, Fox News Digital has learned. Weiss sent shockwaves across the media landscape on Thursday with the ousting of "60 Minutes" correspondents Sharyn Alfonsi and Cecilia Vega as well as executive producer Tanya Simon among others, marking an editorial shift in the...