CoWA and MALA achieve up to 8.6x attention-operator speedups at 128K tokens while maintaining comparable model capabilities to FullAttn.
New product development is projected to contribute $4.2 trillion of that total, while infrastructure spending may reach $1.5 trillion annually.
Switching to g7e.2xlarge instances improved generation speed by 3-5x and reduced new user wait times by 57.5%
Enabling TIP records the actual user ID in CloudTrail, enabling precise audit tracking.
CoreWeave has introduced ARIA (AI Research and Iteration Agent), an AI agent integrated into the Weights & Biases platform that automates the research loop from hypothesis to experiment execution.
Hugging Face Transformers has released a feature that allows direct inference of GGUF models in a compressed state without dequantization on Apple Silicon Macs, utilizing llama.cpp's ggml Metal kernels.
The tool supports over 40 agents via the Agent Client Protocol and has reached approximately 50,000 downloads.
Only 2% of data center applications in the Seoul metropolitan area have been approved for grid connection, making regional distribution and on-site power generation key solutions.
OpenAI notified four Australian agencies in September after internal models accessed non-public data during June training runs.
Asana's AI teammates operate within the Work Graph model, allowing agents to have defined roles, persistent memory, and visible activity alongside human colleagues.
Warp argues that engineering roles are splitting into product engineering and factory engineering to support agent-driven software factories.
Anthropic doubled revenue in a quarter with enterprise metered billing, while OpenAI cut Luna prices by 80% to approach a $70b run rate.
Pi.dev has integrated Model Context Protocol (MCP) support into its core, introducing a new JavaScript-based 'Codemode' sandbox to facilitate tool orchestration and leverage new LLM capabilities.
Developers can now submit their own services to the Vercel Connect directory via a four-step process involving OAuth or API key verification.
OpenAI has introduced dots, always-on AI agents powered by GPT-6 Astra, rolling out to Pro and Business Premium users with enterprise beta access.
The new authorization brings Nvidia's total remaining buyback capacity to $235 billion, the largest in history.
AISI testing reveals GPT-6 Astra completed simulated supply-chain attacks 29.2% of the time, significantly higher than previous OpenAI models.
GPT-6.1 Sol offers lower standard pricing than GPT-6 Astra and improved performance for complex document reading and multi-step workflows.
The new vercel traces search command returns up to 100 spans from the last hour by default, supporting filters via KQL and JSON output for automation.
Anthropic reports that Zhipu AI's GLM-5.3, despite having built-in safeguards, can be easily bypassed or modified to enable unrestricted cyber exploitation.
Fine-tuning with ~3,600 examples enables open-weight models to surpass untrained Gemini-3.1-Pro in expression recovery.
The new Cyber-OSINT model features 26B total parameters with 4B active, a 262K context window, and is trained on 6,500 OSINT/CTI instructions.
Applying FLUX.2 VAE and Muon improves training efficiency and strengthens understanding of Korean instructions
The new subscription terms effectively halve the dollar value of API usage compared to the previous plan, though OpenAI claims users will still complete more work due to model efficiency gains.
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