Question archive
Each day, we pose a question inspired by the daily news brief and answer it using our database of indexed AI/ML articles. Browse and search past questions below.
How did Alphabet post $112B net income while free cash flow turned negative?
Net income can spike from mark-to-market equity gains (non-cash), while free cash flow tanks when AI data-center capex pulls cash out immediately.
2026-07-25How does publishers “block Google” threat expose the real leverage point: the crawler, not rankings?
Publishers’ real leverage is protocol-level access control: they can deny specific Google AI crawlers via robots/UA blocks while leaving ranking signals intact.
2026-07-24Why does the EU treat TikTok’s default settings for minors as a fines-level Digital Services Act violation?
Under the DSA, “privacy by default” is enforced via product defaults: making minors’ accounts public is treated as systemic risk design, not user misuse.
2026-07-23Where does medical-record linking shift the core risk—from hallucinated advice to privacy governance and data use?
Linking records turns risk into identity-resolution: fragmented data becomes an “operational identity,” enabling profiling and membership-inference leaks beyond advice quality.
2026-07-22Why does OpenAI’s “$750B” Georgia data-center plan resolve into a $20B campus with 3.2 GW and tax abatements?
A headline “$750B plan” aggregates multi-site spend, but local projects size to the binding constraint—committed grid capacity—and close via phased power + tax abatements.
2026-07-21How do “AI risk talks” become negotiations over export controls and model access?
“AI risk” becomes export-control bargaining because states reclassify frontier models as controlled assets, so safety governance shifts from norms to access gatekeeping.
2026-07-20What does bundling CPUs, GPUs, and DPUs into AMD’s Helios rack reveal about where cloud AI bottlenecks moved?
Helios shows AI bottlenecks moved from GPU FLOPS to data movement: rack-level CPU+GPU+DPU co-design is needed to keep memory, storage, and network fed.
2026-07-18Why is Apple seeking document preservation in its OpenAI suit instead of jumping straight to a damages fight?
Preservation is a front‑loaded evidence-control mechanism: it freezes ex‑employee device/comm data across parties so later trade‑secret proof survives before damages are litigated.
2026-07-17How does a $10B Anthropic lease turn Meta’s $125–145B AI capex into a cloud business?
Leasing “excess” GPU capacity converts sunk AI capex into a multi-tenant compute asset, turning utilization (not model IP) into the revenue engine of a cloud business.
2026-07-16How does “fork or walk away” turn the Linux AI debate into a technical-quality filter?
Fork-or-leave makes governance market-based: dissent must ship a self-sustaining codebase, so community adoption filters ideology into measurable technical viability.