In Kubernetes 1.34, DRA transitioned to GA, allowing flexible, attribute-based requests for GPUs.
A conflict between AGENTS.md and CLAUDE.md causes the former to be skipped by default, requiring a specific import syntax or configuration change to load both.
The new API parameter reduces median time to first token by 35% for 500k to 1M token requests by sending only new messages per turn.
From Ampere to Rubin, rising GPU TDP has increased per-rack power density to 150kW or more.
Available initially on the web for Perplexity Max subscribers, these agents coordinate projects, monitor workflows, and execute multi-step tasks across marketing, sales, and operations.
The partnership covers public repositories and code registries, while a separate scanner checks monthly Common Crawl datasets for additional leaks.
The new feature supports both static and dynamic schedules via JS SDK, CLI, or API, allowing real-time task management for agents and applications.
The feature searches the web before answering, raising accuracy on current-fact questions from 51% to 86% while keeping median latency under 400 ms.
The compiler uses persistent engines to reduce startup time from 467 seconds to 9.0 seconds, enabling real-time adaptation to traffic and hardware changes.
Conductor Cloud will go read-only on November 13 and shut down on November 20, while the local version receives updates until early 2027.
Pangram releases Image 1.0 and Flash 1.0, with the video model achieving a 29-point lead over competitors on the DF26 benchmark.
The startup uses OpenAI models to balance reasoning, speed, and cost for handling complex customer and employee requests.
The team used Claude to optimize isolation and processing, reducing a three-day purification to 90 minutes and solving the structure in 34 hours.
The new REST interface allows developers to programmatically create notebooks and ingest web pages, YouTube videos, and text into Gemini Notebook.
Linum AI releases P-JiT, a 2B pixel-space text-to-image model trained for $21,038, which removes the VAE to achieve 4x attention context reduction.
The preview, available in iOS 27.3 and other OS betas, allows apps to integrate with Siri AI's new capabilities like personal context and onscreen awareness before the spring App Store submission window.
Baseten launches Grid, Sandboxes, and Loops to extend its inference platform with routing, execution, and training capabilities.
The new atomic start() function admits a run and claims a hook in one step, using a domain-specific token as the idempotency key to ensure exactly one run owns the token.
The marketplace now hosts over 25 partner tools, with eligible enterprise customers able to apply committed Anthropic spend toward these new solutions.
Moonshot AI was previously the only provider for these models, but AI Gateway now routes requests to multiple Zero Data Retention partners.
The design validates redirect URIs at the authorization step rather than registration, allowing users to trust specific https addresses while blocking open-redirect attacks.
A three-week engagement used near-policy SFT and SDPO to lift the model's quality by 20.7 points over the base and 8 points over the frontier competitor.
NVIDIA has released an open-source framework that automatically generates ontologies from DB metadata to validate AI agent SQL.
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