The End of On-Demand Frontier AI
Google's $920M/month SpaceX contract shifts AI infrastructure from on-demand cloud to locked-in capacity. Here's what changes for enterprise architecture.
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NVIDIA Halves Vera Rubin Memory — LPDDR5X Shortage Hits First
NVIDIA's next-gen Vera Rubin drops standard CPU memory from 54TB to 28TB per rack. Here's what the LPDDR5X shortage means for AI infrastructure.
Your API Costs Are About to Correct
OpenAI's IPO filing ends the era of subsidized frontier AI. Here's what the pricing shift means for local inference, enterprise contracts, and your agentic stack.
NVIDIA's First Server CPU Clears the Performance Floor
NVIDIA's Vera CPU benchmarks show it competes directly with EPYC and Xeon, but software maturity and platform lock-in dictate adoption.
DDR5 Tripled Since October — Buy Nothing Yet
DRAM and NAND prices have surged 90–130% since late 2025. A Samsung factory walkout and HBM reallocation mean the crunch won't clear before late 2027 at earliest.
Claude Code v2.1.100+ Burns ~20K Phantom Tokens Per Request
A server-side bug in Claude Code v2.1.100+ inflates every request by roughly 20K cache_creation tokens — about 40% overhead. Pin v2.1.98 until fixed.
Third-Party Claude Agents Lose the Subscription Subsidy June 15
Anthropic is splitting Claude billing on June 15 — Agent SDK and ACP usage moves to a capped credit pool ($20/$100/$200) at full API rates.