Pie is an open-source LLM serving system where user programs (Inferlets) directly control the KV cache and generation loops, reducing latency by up to 15% for agent workloads like ReACT.
Using a Warm Pool reduces gVisor sandbox startup time to approximately 57ms, eliminating runtime differences.
For the Seoul region, flat-rate pricing becomes cheaper than pay-as-you-go when monthly data transfer out exceeds 114 TB with a port-pair configuration.
The open-source project provides a Kubernetes-native runtime for AI agents, featuring sandboxed execution, state preservation, and resource multiplexing.
Claude Dashboards and Motion are in beta for paid plans, while Docs, Slides, and Design are now available on the Free plan.
Anthropic's announcements page lists 74 recent updates, including the release of Claude Haiku 5.5, Sonnet 5.5, and Opus 5.5, as well as office openings and major investments.
DeepSeek holds 24.4% of OpenRouter text requests, while top models like DeepSeek V4.1 Flash process 32.8T tokens weekly.
The method correlates CUDA kernel execution with Python call stacks to identify unauthorized model weight edits that bypass traditional EDR monitoring.
The new laptops feature NVIDIA Blackwell RTX graphics and up to 128GB of unified memory.
CEO Amjad Masad cited cost, performance, and partnership strength as reasons for the shift, noting enterprise revenue has grown to 15% of total.
The free, open-source skill allows users to contribute unused compute to a swarm solving problems like Millennium Prize Problems and small LLM training.
The incident, described as a large-scale distillation attack, is ongoing and involves remediation efforts with Anthropic, OpenAI, and Google.
A type-aware chat template patch resolved rendering failures in Qwen-based coding agents without degrading model performance, highlighting that tool loops often stem from serialization errors rather than model behavior.
The 4B parameter model uses a looped architecture with interleaved sliding-window and full attention to scale intelligence on a small footprint.
A large-scale audit of 160,860 citations reveals that nearly 40% of displayed source links are never referenced in the final AI-generated answer.
The program launches in Minneapolis, Chicago, and Miami to record technicians performing plumbing, electrical, and HVAC work.
Trained on 16,000 GB200 GPUs for 38 days with 50T tokens, claiming 4–12x compute efficiency improvement over DeepSeek-V4-Pro-Base
Yelp, Delta, JPMorgan, and Amazon restrict or block AI agents from booking, banking, or shopping, citing security and policy violations.
Kolibri-1 is a 78B-parameter Mixture-of-Experts model with 3.46B active parameters, optimized for German and English reasoning.
Terminal-Bench scores rose from 31.2 to 42.3, with improved performance on agent and vision benchmarks.
The 27B instruction-finetuned model is designed to generate falsifiable hypotheses and investigation plans within the DiscoveryRSI agentic harness.
Subscribers to Claude Max and Team plans can now use included monthly credits to build applications with the Claude API.
1-bit TurboQuant compression reduces vector size from 856 KB to 40 KB per page while retaining 96.5% of float32 retrieval scores.
While performance is similar under default settings, the optimal engine varies depending on output length and prefix reuse.
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