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.
Why did the court treat Perplexity’s Amazon access as user-authorized, not “unauthorized access” by an AI agent?
CFAA liability hinges on who initiates the server interaction: framing the AI as a user-operated browser extension makes access “by the user,” not the vendor.
2026-08-03Which customers become addressable only when Claude inference stays inside India, and why?
In regulated sectors, inference location is a compliance boundary: keeping prompts/outputs onshore makes production AI deployable under data-residency rules.
2026-08-02When Nvidia is 12× oversubscribed, what does a $500B bookings backlog actually measure—demand or deliverability?
In extreme oversubscription, “bookings backlog” is an order-intake signal decoupled from supply capacity, so it quantifies demand pressure—not shipment feasibility.
2026-08-01How is AI data‑center memory demand turning iPhone pricing into a supplier‑market problem?
AI shifts memory into a capacity-allocation bottleneck: fabs prioritize high-margin HBM/DRAM for data centers, tightening consumer supply and letting suppliers set prices.
2026-07-31How did Amazon’s AI infrastructure spending translate into stronger AWS growth while Apple’s supply constraints cut guidance?
Owning the AI compute stack (custom chips + data centers) turns capex into AWS capacity/revenue, while device OEMs can’t bypass component bottlenecks so guidance falls.
2026-07-30Why does Gemini Robotics 2 running locally matter more than “humanoid full‑body control” itself?
Local VLA inference closes the perception‑decision‑actuation loop on-device, removing cloud round‑trips so control stability and autonomy come from latency bounds, not dexterity.
2026-07-29Why is Arm’s AI boom showing up as licensing and royalty growth instead of selling more chips?
Arm monetizes AI at the IP layer: OEMs build/sell the chips, so AI demand lifts per-unit royalties and licensing fees, not Arm’s own chip volumes.
2026-07-28How does Meta’s 80/20 deal with BlackRock turn a 1GW AI campus into “infrastructure,” not capex?
By parking the campus in an SPV where BlackRock holds 80% and issues project bonds against lease cashflows, Meta converts ownership into a lease, shifting debt off‑balance‑sheet.
2026-07-27What does Nvidia gain by funding an AI lab that explicitly has no near-term product plans?
Funding “no-product” labs lets Nvidia lock in its GPU platform as the research substrate, trading compute for early feedback that shapes next-gen hardware demand.
2026-07-26How 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.