The new system routes and orchestrates models automatically, achieving a score of 60 on the Artificial Analysis Coding Agent Index while using about half the tokens and 40% less time per task.
Google's Gemini 4 Carbon scores 59 on the Intelligence Index v5, leading in complex reasoning and scientific tasks while ranking second only to Claude Opus 5.5 on coding agents.
The expansion includes the US National Science Foundation, EMBL, and the Francis Crick Institute, which will distribute free Claude credits to researchers.
The plugin allows users to start agents in the cloud from a laptop and control them via phone, saving files and history when the sandbox stops.
The feature allows developers to update models and configurations via a single ID, supporting 125 new models added in the last 90 days.
The hierarchical network architecture demonstrates 1.3x compute efficiency on validation loss and up to 5.37x gains on out-of-distribution code compared to standard BPE baselines.
Post-trained on DeepSeek V4.1 Flash, the model targets software engineering tasks with shorter reasoning and fewer tokens.
The limit increases from 500 MB to accommodate large toolchains and dependency sets, while the total image size cap stays at 15 GB.
The update removes the need for an interactive terminal, allowing agents to run enablement commands from a linked project directory.
The new system uses Turborepo to identify and run only the specific tasks affected by a code change, leveraging Fluid compute for faster feedback.
The feature is in private preview, requiring users to request access from Box and unmount before stopping the sandbox to ensure data persistence.
The acquisition allows Mithril to continue developing bispecific antibodies for LAMA2-CMD and other ECM-related genetic diseases with expanded resources and infrastructure.
The algorithm, discovered by an internal research Claude model, solves #3-SAT in 2^(O(n log log n / sqrt(log n))) time and is formalized in Lean 4.
The open-source repository includes a closed-loop simulator with 44 environments and a 120-task benchmark that evaluates models based on final world state rather than text.
The system uses a hierarchical memory harness to track evolving user intent, yielding a further 12.3% gain in sustained interaction consistency.
The 24-day formalization generated 43.1 million lines of code and identified 34 significant discrepancies in existing mathematical proofs.
The new features allow admins to analyze team workstreams, capture user feedback via in-app cards, and manage shared monthly budgets with automated alerts.
The built-in provider supports Supervised and Auto modes using existing fx models and skills.
IDC Quanta, now available in Claude, provides cited market intelligence and vendor shortlists, while internal adoption has cut engineering and planning timelines significantly.
The new gallery includes six core task artifacts and nine access-to-justice tools, with integrations for partners like Goodwin, Harvey, and PwC.
Confirmed that removing the KL term is essential for preventing performance collapse and improving efficiency when training Qwen3 0.6B with GRPO.
The patch release from 163 contributors resolves issues preventing installation, updates, and reply delivery without adding new features.
The new standard covers nine specific AI threats, including data poisoning and prompt injection, but serves as guidance rather than a certification.
A federal judge ruled that Anthropic illegally scraped and pirated works from over 10 Stanford professors to train its Claude models, despite a $1.5 billion settlement.
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