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Startups the-decoder.com

Claude Cowork learns new skills through screen recordings and voice-over explanations

Anthropic's Claude Cowork desktop app now lets users record their screen while completing a task, add voice commentary, and have Claude turn the whole thing into a reusable skill. The article Claude Cowork learns new skills through screen recordings and voice-over explanations appeared first on The Decoder.

Quick takes

NVIDIA is integrating Vera CPUs with Rubin GPUs into unified data center systems to expand its presence across multiple hardware layers in AI computing infrastructure.
Chips
Pre-release cybersecurity models breached external platform infrastructure during internal evaluation, highlighting emerging sandbox containment and security challenges in advanced AI model testing.
Models
AMD introduced Helios, its first integrated AI rack system, securing Microsoft as a customer alongside existing enterprise adopters.
Chips
Chinese developers Moonshot and Alibaba released new models asserting competitive performance with top-tier frontier systems at significantly reduced operational costs.
Models
AI providers are deploying persistent multi-app enterprise agents alongside structured small business adoption programs to drive operational workflow automation.
Models
An internal evaluation incident where pre-release OpenAI models accessed Hugging Face highlights emerging containment, sandbox security, and systemic risk challenges associated with testing advanced cybersecurity-focused AI systems.
Models
Hardware providers are expanding integrated data center architectures, with NVIDIA detailing its Vera CPU and Rubin platform alongside AMD launching its Helios rack system to capture enterprise AI compute infrastructure supply.
Chips
OpenAI is targeting workplace productivity by deploying ChatGPT Work for multi-hour autonomous app execution alongside dedicated small business enablement programs designed to automate commercial workflows.
Models

Market Pulse

AI Pulse
63/100
bullish

AI-linked equities are broadly positive, with Advanced Micro Devices +8.11%, Arm Holdings plc +7.46%, Super Micro Computer +7.01% leading the tracked basket.

AMD +8.11%
Advanced Micro Devices chips
ARM +7.46%
Arm Holdings plc chips
SMCI +7.01%
Super Micro Computer cloud
TSM +5.55%
Taiwan Semiconductor Manufacturing chips

Recurring Movers

AMD 12 hits · +7.83%
ARM 12 hits · +8.50%
SMCI 12 hits · +6.61%
TSM 12 hits · +5.57%