Traceway, an MIT-licensed self-hosted observability platform, supports LLM cost tracking and AI agent integration.
The new CLI features an Architect mode that uses a blueprint-based 'Agent OS' compiler to coordinate swarms of agents, generating complex systems like a 173,773-line finance terminal in a single session.
Built 37 screens in 25 weeks by reusing the flight team's foundation
The paper addresses g-mean²'s sensitivity to task mixture and deployment risk by introducing pair-matched comparisons and post-control rejection metrics.
Anthropic researchers used Claude to analyze 25 open-source projects, identifying 493 security issues related to unnecessary code reachability, and demonstrated significant attack surface reduction in OpenSSH.
Output costs for DeepSeek V4 Flash 0731 increased from $0.40 to $1.32 per million tokens, part of a broader wave of API price hikes across major labs.
The $30/month subscription grants $80 in monthly credit and supports coding agents like fx, Pi, and Cline with Zero Data Retention enabled by default.
The feature handles 15 million connections daily for AI chat and streaming apps, with CPU billed only for active processing time.
The models are available across Antigravity 2.0, CLI, and IDE extensions, billed pay-as-you-go rather than from pooled Gemini quotas.
IncidentWatch monitors ticket spikes every five minutes, while IncidentSweep allows engineers to approve and send batch replies to affected customers.
The acquisition combines Orchestra's coordination platform with OpenAI's Rosalind models to help biopharma teams manage the 10-15 year drug development process.
Office Intelligence is a research program providing environments, evaluation criteria, and training resources for AI agents performing sustained professional knowledge work.
Transformers, Diffusers, and Kernels now run natively on TPUs using the TorchTPU backend, eliminating the need for torch_xla or JAX.
A hybrid rules-and-LLM graph construction method reduces agent input tokens by 92% and model calls by 66% while maintaining 100% accuracy on firm-wide queries.
The 1.0 release adds support for OpenAI, Anthropic, and Gemini APIs alongside local models like Gemma 4 E2B and Qwen3.8 27B.
The update introduces native FP8 support and optimizes Metal kernels, reducing driver memory peaks from 270.135 GiB to 8.108 GiB for video decoding.
Olive Young will host its first tech conference, define:OMNI, for free in Seongsu on November 19.
The preview offers agencies skills, connectors, and partner agents with built-in governance for federal, state, and local workflows.
Bloomberg reports the companies are on the verge of announcing a new agreement, following a similar deal struck just over a month ago.
The share of junior technical hires at Anthropic fell from 27% to 9%, while the workload of interactive agent tasks executed directly by employees reached six times that of humans.
Project Discovery researchers poisoned Qwen2.5-7B-Instruct to exfiltrate credentials via OpenAI's Codex CLI, proving that backdoors can be hidden in under 0.6% of model parameters and evade standard benchmarks.
The new vllm-torchtpu plugin allows standard PyTorch models to run on TPU v7x with no code changes, using custom JAX/Pallas kernels for attention and quantization.
The introduction of a shared queue reduced iOS run time from 25 minutes to 12 minutes.
Contrary Research argues that 'benchmaxxing' is misaligning AI development with real-world utility, citing cases where top-ranked models fail in practical tasks.
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