As AI does more of the hands-on work, the hope is that experts still make the judgment calls, meaning the decisions with more than one defensible answer. We tested this with 50 professional analysts who did a statistical analysis with Claude Code. On each key decision, we randomly assigned which of ...
By Praneeth Yenugutala, Victor Dusa, Anastasia Samoilova, Megan Ren, Justin Wei, Marcelo MaywormAt Netflix, data and machine learning practitioners run millions of workloads each day across orchestration systems and compute engines such as Titus, Spark, Trino, and Druid. On peak days, roughly 100,00...
Anthropic’s IPO filing reveals its strategy for keeping enterprise customers hooked
Anthropic’s S-1 shows more than half of its $100,000-plus customers now use both the Claude Platform and a first-party app, a cross-selling playbook reminiscent of Amazon that’s making enterprise customers stickier.
SpaceX locks in $40B GPU financing deal with Apollo
SpaceX has locked in a binding commitment for roughly $40 billion in financing to pay for AI chips and related data center equipment, the company disclosed in a regulatory filing Monday. In a statement, SpaceX called it the “largest committed GPU financing” ever.
Anthropic’s Claude Slipped Past Georgia’s Paywall to Get Vote Counts
Claude pulled Georgia's aggregate vote counts without paying the state's fee or being asked to. No voter records were touched, but it is another case of an AI agent working round a barrier.
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Multi‑Ratio Video Resizing for Mobile Feed and Marketing
Serdar Cellat, Yuchen Xie, Bernadette Marcu, Blaid Burgess, Cody Jarrett, Carlos Pereira, Qing Shi, Samuel Carvajal, Manuel Pamplona, Dorothy Jung, Feiko Ritsema, Benjamin Klein, Alex Woo, Eugene Lok, Anna Pulido, Rebecka Swe, Sanford HolsappleIntroductionClips in the Netflix mobile app.At Netflix, ...
Nace AI Releases Drex for Search for AI Agents: 92.05% on BrowseComp-Plus With 12.6 Search Calls
Nace AI has released Drex for Search, bringing its Drex decision models to document search for AI agents. Nace reports 92.05% on BrowseComp-Plus with 12.6 search calls, and fewer agent turns on OfficeQA Pro.
The post Nace AI Releases Drex for Search for AI Agents: 92.05% on BrowseComp-Plus With 12.6...
Meta Plans to Raise Up to $95 Billion in New Shares to Pay for AI
Meta plans to raise up to $95 billion by selling new shares, about two-thirds of this year's $135–145 billion AI build-out. Nvidia, AMD and Broadcom may buy in.
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Opening the Box: Can Machine Learning Resolve Schrödinger’s Cat?
Neural networks won’t settle the measurement problem — but they are quietly changing how we see, predict and protect quantum superpositions.
The post Opening the Box: Can Machine Learning Resolve Schrödinger’s Cat? appeared first on Towards Data Science.
Building Your First AI Agent in Python with the OpenAI Agents SDK
Build your first AI agent in Python with the OpenAI Agents SDK, adding web search, Python tools, conversation memory, and tracing in a simple end-to-end workflow.
GPT-6.1 Sol helps CodeRabbit strengthen security across complex codebases
CodeRabbit uses GPT-6.1 Sol to investigate security risks across complex codebases. Its security agent helps developers review findings and proposed fixes.
Elvis Song Owners Sue Anthropic for $41.1M Over 274 Songs
The owners of 274 songs Elvis recorded are suing Anthropic for up to $41.1 million, the legal maximum of $150,000 per song. They say Claude learned and still repeats the lyrics.
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In this article, you will learn how to build a robust JSON serialization pipeline in Python that handles custom data types, graceful error recovery, and...
OpenAI Restarts Frontier Training After Its Own Agents Spent Billions of Tokens Testing the Locks
OpenAI says teams of its own AI agents spent hundreds of billions of tokens trying to escape its training sandboxes before it restarted frontier training. Along the way, a 9.8-rated web bug surfaced.
The post OpenAI Restarts Frontier Training After Its Own Agents Spent Billions of Tokens Testing the...
The focus on AI safety disasters ignores everyday harms
Consider what passes for success in technology policy. An AI company promises that its chatbot will not encourage suicide. A social media platform makes it more difficult for children to buy fentanyl. These are important protections, and they should have existed all along. But companies can clear th...
Tsinghua AI Open-Sources AKV, a Cache Engineering Server for LLM Agents on SGLang
Tsinghua researchers released AKV, an SGLang-based serving system for cache engineering. LLM agents drop and reposition KV cache instead of summarizing history, cutting average cost 27.7% across 4 agent benchmarks.
The post Tsinghua AI Open-Sources AKV, a Cache Engineering Server for LLM Agents on S...
PaperFormalizer: Author-in-the-Loop Autoformalization of Research Papers in Lean
arXiv:2610.31810v1 Announce Type: new
Abstract: Even a carefully proofread paper can leave small gaps in its proofs or its stated assumptions. We introduce PaperFormalizer, a Lean-based agentic pipeline that helps authors find and close such gaps in their own papers and turn each paper into a Lean-...
Phronix: The Capability-Centric Learning Paradigm for Agents
arXiv:2610.31789v1 Announce Type: new
Abstract: Scientific computing increasingly relies on large language model-based agents for performance engineering tasks such as instrumentation, analysis, and workflow porting. However, agent effectiveness depends heavily on the surrounding harness, which typ...
Don't Forget What You Just Learned: Self-Directed Repair Turns Agent Mistakes Into Lasting Lessons
arXiv:2610.31846v1 Announce Type: new
Abstract: Intelligent agents should learn from their mistakes so that experience leads to continuous improvement. Yet today's agents recover from a mistake only temporarily: in-context reflections are easily forgotten across sessions and compete for limited con...
GHARP: Real-Time Gaussian Head Animation from Large-Scale Reconstruction Prior
We present GHARP (Real-time Gaussian Head Animation from Large-scale Reconstruction Prior), a method that animates 3D human heads in real time from a few input images of a subject and a driving expression signal. We decouple the problem into an identity stage that builds a representation of the subj...
Working with academic communities to build scientific understanding
OpenAI shares model results on the Kakeya conjecture, Exponential Time Hypothesis, and quantum chromodynamics—and how researchers can verify and build on them.
Nanbeige Releases Nanbeige4.3-33B, a 33B Open Agentic Coding Model
Nanbeige LLM Lab released Nanbeige4.3-33B, a 33B dense Apache 2.0 model with 512K context. It reports 80.9 on Terminal-Bench 2.1 and will teach the upcoming Nanbeige4.3-3B.
The post Nanbeige Releases Nanbeige4.3-33B, a 33B Open Agentic Coding Model appeared first on MarkTechPost.