Neoclouds

Why AI Startups Will Disappear Without Compute Markets — Evan Conrad, San Francisco Compute

Why AI Startups Will Disappear Without Compute Markets — Evan Conrad, San Francisco Compute

Evan Conrad explains how San Francisco Compute went from an AI lab forced to sublease its own GPU cluster to an operator of supercomputers and a market for compute. He lays out the chain of risks facing new labs and inference companies, from sold-out capacity and oversized deposits to late, broken clusters and unpredictable demand, and argues that these form one credit-driven risk problem that a working compute market must solve.

Why AI Compute Comes in Rectangles — Erik Bernhardsson, Modal

Why AI Compute Comes in Rectangles — Erik Bernhardsson, Modal

Erik Bernhardsson, CEO of Modal, traces his path from building Spotify's recommendation system to founding a serverless GPU cloud, and explains how Modal aggregates demand, secures GPU capacity, weighs renting against owning, and sees agent sandboxes becoming a major product line.

Why Hardware-Software Co-Design Is AI's Real 100x: Dylan Patel of SemiAnalysis

Why Hardware-Software Co-Design Is AI's Real 100x: Dylan Patel of SemiAnalysis

Dylan Patel, founder of SemiAnalysis, details how software-hardware co-design drives 100x gains in AI performance, citing examples like DeepSeek's optimization for Nvidia Hopper and the architectural differences between OpenAI's sparse and Anthropic's dense models. He introduces InferenceX, a living benchmark tracking a 60x annual cost reduction in AI quality, and explains why the "CUDA moat" narrative is shifting. Patel also delves into the persistent compute crunch, the strategic rise of neoclouds, and Jensen Huang's efforts to foster a multipolar AI world to prevent hyperscaler dominance.

No Priors Ep. 127 | With SemiAnalysis Founder and CEO Dylan Patel

No Priors Ep. 127 | With SemiAnalysis Founder and CEO Dylan Patel

SemiAnalysis CEO Dylan Patel discusses the shifting AI landscape, covering OpenAI's strategic open-source release, the fierce competition to challenge Nvidia's dominance, the consolidation of neoclouds, and the geopolitical implications of the global AI infrastructure buildout.