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Gpu Computing

2 GoKawiil briefs on this topic

Nuclear-power supply chains emerge as bottleneck and opportunity for AI data centers

An Entrepreneur op-ed argues that electricity, not chip supply, is becoming the binding constraint on AI growth, citing IEA projections that global data-center power use could nearly double from 485 to 950 terawatt-hours by 2030, with AI-specific demand tripling. It notes that by 2027 a single advanced server rack could draw as much peak power as 65 households, and that grid constraints could delay roughly 20% of planned data-center projects.

New language Bend uses formal proofs to stop AI coding agents from shipping bugs

Bend is a newly introduced programming language that compiles to native code, runs on multiple CPU cores or GPUs without manual threading, and includes a built-in proof checker similar to Lean and Rocq. Developers can write rules in a LAWS.bend file, and Bend will refuse to accept any AI-generated code change that violates those rules, checking each change in about a second. Its creators demonstrate this by showing an AI agent attempt to break a game's win condition, which Bend blocks until the AI produces a compliant fix.