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Venture Capital · Conservative Viking Global vindicated in 2022 but now underperforms as AI rally broadens
now playing · Venture Capital
Open Source AItailwindscore 8/10michelle giuda
US must turbocharge trusted open-weight ecosystem to beat Chinese models on price and diffusion
Chinese open-weight models (Moonshot Kimi K3) are the most available and cost-effective option for startups, but pose national security risks; restricting China alone fails — US needs a rob…
AI Hardware & Chip Architecturetailwindscore 8/10andrew feldman
Disaggregated inference (GPU prompt + specialized token generation) beats monolithic GPU approach
Prompt processing parallelizes well on GPUs, but token generation demands memory bandwidth where wafer-scale or specialized accelerators excel; open standards-based I/O lets best-of-breed c…
AI Infrastructuremixedscore 7/10sarah fry
Massive data center capex ROI threatened by Chinese distillation of US models
The market assumes hyperscaler capex will generate returns, but unauthorized distillation of US models (e.g., Anthropic's Claude) by Chinese labs undermines that ROI; Intel's print shows CP…
Gene & Cell Therapytailwindscore 7/10jennifer doudna
epI-editing offers non-permanent, repeatable gene therapy for mass-market cardiovascular disease
Unlike CRISPR's permanent DNA cuts, epI-editing modulates protein production reversibly, dramatically improving safety profile for chronic conditions like high LDL; enables one-time treatme…
AI Geopolitics & Export Controlsriskscore 7/10michelle giuda
Huawei precedent shows US wins AI race on price not principle — needs trusted models at scale
Decade of supply-chain derisking from China contradicts entrenching Chinese models at the foundation of US AI stacks; the lesson from Huawei is that global diffusion follows cost-effectiven…
AI Economics & Business Modelstailwindscore 7/10andrew feldman
Token cost matters less than productivity measurement — speed drives willingness to pay
The bottleneck isn't dollars per token but quantifying productivity gains from tokens; faster inference unlocks new use cases and higher spend, so reducing latency and increasing throughput…
Space Economytailwindscore 6/10sana
SpaceX pivots from Falcon 9 monopoly to Starship for orbital data centers and Starlink scale
Falcon 9's near-monopoly on launch is being deliberately wound down; Starship's full reusability and payload capacity enable space-based compute, next-gen Starlink, and human lunar/Mars mis…
Venture Capitalmixedscore 6/10hema parmar
Conservative Viking Global vindicated in 2022 but now underperforms as AI rally broadens
Viking's caution saved capital in the 2022 tech crash but caused 2.6% H1 2024 returns vs peers; the fund holds some AI (Samsung) but avoids crowded names, betting a correction will validate…