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 a single “six-finger” detail become the proof point for Netanyahu’s death rumor?
A single visual anomaly becomes “proof” because humans use low-cost forensic heuristics; one salient generative artifact collapses uncertainty and anchors a whole narrative.
2026-03-13Where does splitting inference into Trainium prefill and Cerebras decode actually buy speed in the cloud?
Speedup comes from phase-disaggregation: compute-bound prefill runs on Trainium, bandwidth-bound decode on Cerebras, linked via low-latency EFA so handoff overhead stays small.
2026-03-12Why would Microsoft promise Copilot Health won’t train on your medical data yet still require a waitlist?
A “no training on your data” pledge doesn’t reduce launch risk; the waitlist gates access so Microsoft can validate security/privacy controls at production scale.
2026-03-11How do Meta’s device-linking scam alerts turn anti-fraud into an account-hijacking defense layer across apps?
By scoring device-linking metadata (origin country, timing, expectation) at the pairing step, Meta turns a cross-app convenience feature into a chokepoint that blocks hijacks.
2026-03-10Why would Meta buy an “AI-agent social network” instead of just shipping agent features inside Facebook or WhatsApp?
Buying an agent-native network shortcuts the hard part: a live multi-agent interaction graph + infra founders, which is structurally different from adding “agent features” to human-centric apps.
2026-03-09How does calling Anthropic a Pentagon “supply-chain risk” become a First Amendment and due-process fight?
Vendor “risk” labels turn into 1A/DP claims when procurement exclusions function as speech penalties and are imposed via opaque directives without APA-style notice or appeal.
2026-03-08What does Nvidia’s $4M cash bonus reveal about how little cash incentives matter for mega-cap CEOs?
Mega-cap CEO pay motivates via equity’s leveraged upside: stock awards dominate wealth creation, so cash bonuses become token signals versus real incentives.
2026-03-07Why does OpenAI’s rising debt matter more than its $168B raised when infrastructure costs keep climbing?
In compute-heavy AI, debt is binding because infrastructure spend is recurring and scales with usage, so past raises don’t offset future fixed obligations.
2026-03-06How can Anthropic be a Pentagon “supply chain risk” while Microsoft still sells Claude to everyone else?
“Supply chain risk” is scoped to the DoD procurement boundary: it blocks use in specific defense contracts, not commercial distribution channels like Microsoft’s.
2026-03-05Why did Meta’s Ray-Ban glasses privacy fight turn on human reviewers in Nairobi, not encryption or on-device AI?
Privacy risk concentrated at the AI-training pipeline: exporting “on-device” footage for human labeling creates a new access boundary where encryption claims don’t apply.