Mit researchers propose self distillation fine tuning to add skills to large language models without forgetting
Researchers at MIT, the Improbable artificial intelligence lab and ETH Zurich have introduced self distillation fine tuning, a method that lets large language models gain new enterprise skills while preserving prior capabilities. The approach uses a model’s own in context learning as a teacher, avoiding explicit reward functions and reducing catastrophic forgetting.
Artificial intelligence coverage focuses on hardware, data centers, and consumer skepticism
Tom’s Hardware highlights how rapidly expanding artificial intelligence workloads are reshaping hardware design, data center planning, and consumer products, while also surfacing new reliability and legal concerns.
IBM launches autonomous FlashSystem storage powered by agentic artificial intelligence
IBM is rolling out a new generation of FlashSystem arrays that use agentic artificial intelligence to automate storage management, ransomware detection, and data optimization across the stack.
Cisco debuts Silicon One G300 for high bandwidth artificial intelligence data center networking
Cisco introduced the Silicon One G300, a 102.4 Tbps switching chip designed to anchor large scale artificial intelligence clusters and new data center systems with advanced cooling and optics. The company also updated its Nexus One platform to simplify operating artificial intelligence networks across on premises and cloud environments.
Samsung Exynos 2700 tipped for SF2P node and larger role in Galaxy S27
Samsung is preparing the Exynos 2600 for a limited Galaxy S26 rollout while analysts expect the Exynos 2700 on the SF2P node to ramp hard in the Galaxy S27. The foundry push on 2 nm GAA is tied to ambitions for higher Exynos share and new deals with major chip customers.
Microsoft plans massive refresh of secure boot certificates across Windows PCs
Microsoft is coordinating a large ecosystem-wide effort to replace aging secure boot certificates on millions of Windows PCs before they expire in late June 2026, relying on firmware updates from OEMs and partners.