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New 1B Parameter AI Model Slashes Pretraining Costs to Just $1000 With Hierarchical Recurrent Architecture

New 1B Parameter AI Model Slashes Pretraining Costs to Just $1000 With Hierarchical Recurrent Architecture

May 19, 2026
GitHub

A new 1B parameter AI model called HRM-Text is making foundation model pretraining accessible to nearly anyone, requiring up to 900x less data and 600x less compute than traditional methods, bringing full pretraining costs down to roughly $1000 using a hierarchical recurrent architecture with strong benchmark performance across GSM8k, MATH, and MMLU.

Nvidia Partners With David Silver's Ineffable Intelligence to Build AI That Learns Through Trial and Error

Nvidia Partners With David Silver's Ineffable Intelligence to Build AI That Learns Through Trial and Error

May 15, 2026
CNBC

Nvidia is partnering with Ineffable Intelligence, the $1.1 billion-backed AI startup founded by DeepMind reinforcement learning pioneer David Silver, to co-develop AI systems that learn through trial and error using Nvidia's latest Grace Blackwell chips — pushing beyond conventional AI trained on human data toward systems that continuously discover new knowledge from experience.

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