
Sam Altman: You’re Completely Right About RAM. I’m Sorry for the Confusion. Here’s What Happened
THE SO WHAT
The walk-back on diverting global RAM to data centers shows how sensitive the supply-chain narrative around AI hardware has become. If you depend on memory, GPUs, or networking gear, treat public commentary from major buyers as a leading indicator of future scarcity and hedge early.
READ THE SOURCE
MORE FROM THE WIRE
Applied AIPartnering with Edelbyte: Data Infrastructure That Keeps Up With AI's Curiosity
If agents are going to hammer your internal systems with orders of magnitude more queries than humans ever did, the real constraint becomes data infra cost and latency, not model quality. Teams building agents should be budgeting for a new class of OLAP-style infra like Edelbyte’s, not assuming the existing warehouse can take the load.
Applied AIThe First AI Slop Election Is Over. The Slop Isn’t Going Anywhere.
$169 million in AI-generated ads this cycle means synthetic media is now a standard line item in political spend, not an experiment. Any brand or campaign operation that doesn’t have an internal playbook for provenance, disclosure, and rapid debunking is already behind the next cycle’s baseline.
Applied AIFigma reports Q3 revenue up 43% YoY to $391.4M, above est., gross margin of 80%, below 81% est., and lifts its 2026 revenue outlook; FIG drops 6%+ after hours
Figma growing 43% YoY to $391.4M while leaning on AI credits and in-house models shows the new playbook — bundle AI into usage and protect margins via owned infra. For product leaders, the bar is now “AI-native pricing and packaging” rather than tacking on a co-pilot SKU.
Applied AIScare campaigns: Victoria’s major parties trade blows over AI-generated videos of leaders in election ads
Major parties trading AI-generated attack videos means deepfakes are now normalized as a campaign tool, not an edge case. Comms and policy teams should assume every visual asset is suspect and invest in both verification pipelines and rapid response muscle around manipulated media.