Forecasts-&-Trends-posts

Scaling Long-Context Model Training in JAX and XLA: A Practical Playbook for Engineers

As context windows jump to 128K–256K+ tokens, attention’s quadratic costs strain memory and interconnects. Here’s how JAX/XLA teams can combine sequence parallelism, sharding, and checkpointing to keep utilization high and step times in check.

Scaling Long-Context Model Training in JAX and XLA: A Practical Playbook for Engineers Read Post »

AI-News-posts

2026 Churchill Scholar biological engineering: Katie Spivakovsky’s AI-bio path to Cambridge

MIT senior Katie Spivakovsky has been named a 2026–27 Churchill Scholar and will pursue an MPhil in biological sciences at the University of Cambridge’s Wellcome Sanger Institute, advancing work at the intersection of AI and bioengineering.

2026 Churchill Scholar biological engineering: Katie Spivakovsky’s AI-bio path to Cambridge Read Post »

AI-News-posts

NVIDIA and Dassault Partner on an Industrial Virtual Twin Platform

At 3DEXPERIENCE World, NVIDIA CEO Jensen Huang and Dassault Systèmes CEO Pascal Daloz outlined a long-term plan to fuse high-fidelity virtual twins with accelerated computing and generative biology—positioning physics- and science-grounded “Industry World Models” as a trusted system of record for industrial AI.

NVIDIA and Dassault Partner on an Industrial Virtual Twin Platform Read Post »

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