Distillation debate risks policy overreach

Distillation remains a standard technique across the Artificial Intelligence industry, but recent misuse of closed model APIs has blurred the line between normal training practice and abuse. Growing political pressure could end up harming open-weight ecosystems, smaller developers, and academic research more than the targeted offenders.

Running local LLMs with Claude Code using Unsloth and llama.cpp

Claude Code can be pointed at locally hosted open models through Unsloth or llama.cpp, giving developers a way to run coding agents on their own machines. The setup depends on environment variables, local endpoints, and a key fix to avoid major performance loss from KV cache invalidation.

Micron ships 245 TB 6600 ION data center SSD

Micron has begun shipping the 245 TB 6600 ION SSD, positioning it as the highest capacity commercially available SSD for data centers. The company is targeting Artificial Intelligence, cloud, enterprise, and hyperscale workloads that need higher storage density with lower space, power, and cooling demands.

IRS looks to Artificial Intelligence to speed workforce training

The IRS is testing how Artificial Intelligence could shorten training for new hires and temporarily reassigned staff while supporting broader workforce management changes. Agency leaders say the effort could help deliver a more efficient, better-trained workforce in 2027.