5+ day, 2+ hour ago   (342+ words) This is also why I do not see agentic AI as a rejection of automation. Earlier in my career, I spent years building operations automation, and one lesson stayed with me: execution alone is not enough. Automation has to earn…...

5+ day, 4+ hour ago   (926+ words) CloudNC has raised $20 million in new funding as it looks to expand the use of artificial intelligence across precision manufacturing, moving beyond CNC programming into other time-consuming parts of the machining workflow. The round was led by US-based Nimble Ventures,…...

5+ day, 6+ hour ago   (1021+ words) Why MSPs Should Start with the Workload, Not the Hardware The problem isn’t that compute doesn’t matter. It matters enormously. The first question should not be “Which GPU should we buy?” “What workload are we trying to support?” should be…...

1+ week, 5+ day ago   (329+ words) Perplexity on September 1, 2026 introduced hybrid compute for the Perplexity Mac app, a mode that divides each Perplexity Computer task between frontier models in the cloud and a local model running on the Mac itself. Under hybrid compute, the cloud handles…...

2+ week, 6+ day ago   (324+ words) Every model then finishes with RLHF for preference and safety, which also applies a reasoning-length penalty to discourage the verbose chains earlier stages can produce. IBM evaluated the family across agentic coding, general tool use, reasoning, chat, and long context,…...