Today's News
Techmeme
Google's cloud business is accelerating sharply with token throughput now at 32B tokens/min (up 40% QoQ), yet the market remains skeptical of Alphabet's $195B–$205B annual capex forecast. The company's new Gemini 4 Carbon model ranks #1 on Artificial Analysis Intelligence Index and achieves 72% lower cost than Claude Opus 5.5, signaling competitive progress in frontier model capabilities and cost efficiency that could reshape pricing dynamics across the AI stack. Despite strong cloud revenue growth and demonstrated model competitiveness, investors are concerned about whether the company's massive infrastructure investment will generate sufficient returns, particularly as YouTube ad revenue growth slows to 9% YoY.
Liberty’s Highlights
Anthropic's S-1 filing reveals $269B in cloud compute commitments and $161B in equipment leases with major providers through 2036, while 80%+ of Q3 2026 revenue came from models released in the prior six months. The massive forward commitment signals confidence in sustained demand growth and model velocity, though it represents a significant financial risk if adoption or performance trajectories diverge from internal projections.
Liberty’s Highlights
Google is selling custom TPU chips to both OpenAI and Oracle, with OpenAI planning to purchase chips outright while Oracle will offer them in its datacenters starting 2027. Anthropic's S-1 filing reveals $114.5B+ in Google Cloud commitments through 2033, demonstrating Google's ability to monetize competitors' model choices through both hardware sales and platform lock-in—a strategic lever that could generate sustained revenue even as the company competes directly in frontier models.
Azeem Azhar, Exponential View
Microsoft offered voluntary exits to approximately 60,000 employees (27% of its 223,000-person workforce) across the US, UK, Canada, and India—a move that appears forward-looking rather than reactive to past bloat. Revenue per employee has grown two-thirds since 2022 to $1.5M, and revenue growth has outpaced headcount by 20% in the latest year, the widest gap on record. Rather than addressing Covid-era hiring (which was absorbed years ago), Microsoft appears to be pre-emptively rightsizing ahead of efficiency gains it expects from AI and agentic systems, betting it can operate significantly leaner while maintaining or accelerating revenue growth.
Noahpinion
OpenAI deployed thousands of GPT-Rosalind agents to examine a whole-brain CRISPR atlas and identify new leads for neurodegenerative diseases like Alzheimer's and Parkinson's, completing work that would have taken human researchers months to a year. The deployment demonstrates AI's ability to instantly synthesize scientific literature and make novel conceptual connections across fields, signaling early progress in using AI agents to eliminate theory and literature bottlenecks that have historically constrained scientific productivity.
Noahpinion
Early results from six pharmaceutical collaborations show Claude enabling dramatic acceleration in drug development timelines, including 10x tighter antibody binding and 89% less batch-record review time. These preliminary results from Claude-powered drug discovery signal that AI is beginning to eliminate the theory and literature bottlenecks that have constrained scientific productivity, with potential to reshape timelines across the pharmaceutical industry.
