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AI & Enterprise

Open-source benchmark Livenerf tracks whether AI model performance changes after release

An open-source benchmark called Livenerf has emerged to track over time whether an AI model’s performance declines after release. Built to detect changes caused by shifts in inference settings or routing, it aims to verify differences through repeated measurements rather than user perception. The current target is Claude Opus 5.5, with 78 questions selected for ongoing monitoring. The test does not represent overall API performance, and its developer says current data are insufficient to judge degradation.

AI & Enterprise

On-device AI is ready to shake up an AI market dominated by frontier models

AI expert Sigil Wen (시질 웬), who developed the on-device AI model Underdog, said AI models are moving out of data centres and into personal devices. He said most AI tokens will soon be generated on smartphones and laptops. He cited benchmark results showing a 27-billion-parameter Qwen 3.8 27B model on Macs and iPhones scoring higher than Opus 4.6 Max. Wen said large models are unnecessary for daily tasks and stressed speed and security as key advantages of on-device AI.

AI & Enterprise

Q3 semiconductors slide, software stocks rise; which stock Jim Cramer says can climb more

U.S. corporate software stocks posted the most notable rebound in the third quarter, CNBC reported, citing Jim Cramer’s review of the market. He said software shares returned to leadership as selling tied to artificial intelligence worries faded. The iShares Expanded Tech-Software Sector ETF rose 17 percent in the quarter, while the iShares Semiconductor ETF fell 11 percent. Cramer highlighted Salesforce and Microsoft and flagged rate hikes as his top concern for the new quarter.