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Memory & Storage · HBM supply crunch forces Nvidia to cut Rubin Ultra memory 75%, may drive higher GPU volumes
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Discovery Loop targets recursive AI self-improvement for science; Radical Ventures says 'infinite' market justifies billion-dollar seeds for elite teams
Recursively self-improving AI applied to scientific discovery (climate, health, semiconductors) represents a vastly larger and more durable opportunity than enterprise AI agents; Radical Ve…
HBM supply crunch forces Nvidia to cut Rubin Ultra memory 75%, may drive higher GPU volumes
Advanced HBM supply cannot meet Nvidia's demand even with $500B SK Hynix partnership, pushing Nvidia to test Rubin Ultra with 256GB/192GB vs 1TB planned — potentially increasing GPU unit sa…
AI Infrastructuretailwindscore 8/10phoebe liu
Nvidia co-designs next-gen HBM with SK Hynix via $500B partnership; Google's full-stack TPU/cloud/data advantage durable
Nvidia's expanded SK Group partnership includes co-designing HBM4 with SK Hynix engineers to secure supply, while Google's vertical integration (TPUs, proprietary data, massive compute, sea…
Coding agents shift from assistants to autonomous multi-hour workers; Meta enters with data-sharing pricing model
The market has moved from single-file assistants to agents capable of sweeping multi-file changes and autonomous operation for hours; Meta's Muse Code lags frontier models technically but i…
Neo lab investing: most fail risk/reward test at $1B+ seed, but exceptional teams pursuing infinite markets can pay off like Anthropic
Radical Ventures' framework: neo labs typically have unclear business models, product roadmaps, and technical direction at billion-dollar entry valuations, making risk/reward unfavorable; h…
Model providers adopt data-for-discount pricing: Meta 95% off, OpenAI/Google free tiers for training data
A new pricing paradigm is emerging where model providers (Meta, OpenAI, Google) offer steep discounts or free tokens in exchange for user training data, creating a two-tier market: subsidiz…