Deep Learning

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Anthropic Launches 'Dreaming' AI Agents That Self-Improve Over Time With New Multiagent Orchestration

Anthropic Launches 'Dreaming' AI Agents That Self-Improve Over Time With New Multiagent Orchestration

May 07, 2026
Claude

Anthropic launches 'dreaming' AI agents that self-improve by reviewing past sessions, introduces outcome-based self-correction showing up to 10-point task success gains, and rolls out multiagent orchestration allowing lead agents to delegate complex tasks to specialized subagents — with early adopters like Netflix and Harvey already reporting significant performance improvements.

OpenAI and Tech Giants Launch Open Networking Protocol to Boost AI Cluster Speed and Efficiency

OpenAI and Tech Giants Launch Open Networking Protocol to Boost AI Cluster Speed and Efficiency

May 06, 2026
The Deep View

OpenAI and major tech giants including Microsoft, Nvidia, AMD, and Intel unveil MRC, a groundbreaking open networking protocol using 'packet spraying' to dramatically boost AI GPU cluster speed, reliability, and energy efficiency — already live in major supercomputing sites — as the industry races to combat a looming compute shortage.

Vercel Open Sources AI-Powered Security Tool That Scans Codebases for Vulnerabilities on Your Own Infrastructure

Vercel Open Sources AI-Powered Security Tool That Scans Codebases for Vulnerabilities on Your Own Infrastructure

May 05, 2026
Vercel

Vercel open sources deepsec, an AI-powered security tool that scans codebases for vulnerabilities directly on users' own infrastructure, leveraging existing Claude or Codex subscriptions with a multi-step workflow that reduces false positives to just 10-20% and supports 1,000+ concurrent sandboxes for large repositories.

Facebook Research Unveils Tuna-2: A Unified Multimodal AI Model That Ditches Traditional Vision Encoders for Direct Pixel Processing

Facebook Research Unveils Tuna-2: A Unified Multimodal AI Model That Ditches Traditional Vision Encoders for Direct Pixel Processing

May 05, 2026
GitHub

Facebook Research unveils Tuna-2, a groundbreaking multimodal AI model that ditches traditional vision encoders in favor of direct pixel patch processing, outperforming predecessors on diverse benchmarks while supporting both image understanding and generation tasks in 7B and 2B parameter sizes.

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