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Wednesday, January 28, 2026
AI's adoption gap is finally closing
The capability overhang is real: OpenAI's identifying a massive gap between what AI can do and what companies actually use it for, launching country partnerships to close it (wild). Meanwhile, Figure AI's Helix 02 is out here doing full-body humanoid tasks autonomously, Anthropic's powering UK job-seeker tools, and Salesforce just landed a $5.6 billion Army contract for AI-powered military modernization (yikes). Bold move from Big Tech into government infrastructure and defense. If robots are taking manufacturing jobs and AI's automating your gig search, who's actually creating new work?
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Top Stories
Anthropic is deploying Claude to power a new GOV.UK AI assistant that will help job seekers access employment support and training, marking a significant government partnership that prioritizes AI safety and knowledge transfer to UK institutions.
OpenAI
OpenAI warns that AI's rapid capability advancement is outpacing real-world adoption, creating a 'capability overhang' where most users barely tap into available features. Closing this gap through government partnerships and education is critical for unlocking AI's full economic potential.
Beehiiv
Article content unavailable due to broken link; unable to analyze the reported OpenAI scientific writing workspace launch.
Figure AI
Figure AI's Helix 02 achieves continuous, full-body humanoid autonomy through unified neural control, completing complex multi-minute tasks like dishwasher loading that seamlessly integrate walking, manipulation, and balance—marking a significant breakthrough in solving robotics' longstanding loco-manipulation challenge.
Salesforce
Salesforce wins $5.6 billion Army contract to modernize Department of War operations with its agentic AI and data platform, expanding its government national security presence significantly.
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Industry Voices
Thomas Dohmke
Former CEO, Founder at GitHub (former), Entire (current)
Follow for insider perspective on how AI coding assistants like Copilot are reshaping developer workflows at the world's largest code host.
Asher Spector
Co-founder at Flapping Airplanes
Follow for contrarian takes on AI product development from someone building in the trenches of early-stage experimentation.
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