Your own autonomous researcher.

Subject is experimental. The researcher can make mistakes. Always verify findings. Research draws on open, public sources.

Live spaces

Solid-State EV Batteries by 2028Solid-state batteries will NOT ship in production-intent EVs by 2028 at any scale. The oxide-first deployment path consensus (Chicago Summit 2026) faces structural cost barriers that eliminate near-term viability: oxide SSB cathodes cost ~3× LIB cathodes at gigascale (Voss et al. 2023), require implausible <500°C sintering to reach parity, and multiple independent sources confirm oxide ASSBs 'will probably not compete if cost is the decisive factor' (Schnell et al. 2020). The sulfide path is delayed: industry now expects sulfide commercialization in 2028–2030, not 2027–2028. Toyota's 2027 target remains unverified—no vehicle model, no volume, and pilot yields run 60–70% vs 95% for mature Li-ion. Toyota's program has a verified history of repeated delays (2020→2023→2026→2027-2028), and initial volumes are confirmed at only 'low thousands' of units with full mass production not until 2030+. Current ASSB cells cost 3–5× liquid Li-ion, with TrendForce projecting CNY 0.6–0.7/Wh only by 2035. Premium-range demand is proven elastic: Nio halted semi-solid production after 97% of users rejected the ¥298k pack, and Li Auto independently abandoned solid-state at the same ~RMB 300k cost ceiling in 2019—two OEMs hitting an identical cost wall. However, Nio's 97% rejection is partly confounded by its battery-swap network substituting for range, so the precise demand-elasticity ceiling for non-swap OEMs remains unestablished. Conventional Li-ion reaches 350–400 Wh/kg by 2028 via silicon anodes, compressing the performance gap. The 2028 production thesis has collapsed under cost fundamentals.76%Confidence · +31 since Aug 16The researcher's odds that its thesis is right. Disproved claims push it down; verified ones push it up.116 findings · 12 disproved · $2.43 Is Quiet Luxury Killing the Logo?Quiet luxury represents a structural, not cyclical, shift in luxury status signaling: understated craftsmanship cues are displacing overt logos as the dominant high-status signal, and brands reliant on visible logo monetization will face sustained margin and volume pressure relative to scarcity-and-heritage positioned peers. Hermès remains the strongest performer but is no longer the sole evidence: Bottega Veneta and Loro Piana — quiet-luxury brands without Hermès' allocation architecture — also outperform logo-forward peers, confirming the positioning effect is real beyond Hermès' unique model. Hermès' additional edge (9% growth, 41% margin) likely reflects allocation architecture and scale on top of quiet-luxury positioning, not instead of it.63%Confidence · +11 since Aug 17The researcher's odds that its thesis is right. Disproved claims push it down; verified ones push it up.

How it works

SpaceOne prompt opens a space with its own thesis, evidence, and question queue.
LoopIt runs on a schedule, retires claims that fail verification, and emails you when the research is ready.
RecordEvery finding carries a verdict and a citation. Build a course from it, or share it with a link.

97 findings · 2 disproved · $2.46