PrismML has launched Bonsai 27B, a 27-billion-parameter model based on Alibaba’s Qwen 3.6 that utilizes extreme quantization to run locally on consumer hardware. The release includes a 3.9 GB 1-bit binary variant designed for mobile devices and a 5.9 GB ternary variant optimized for laptops. By reducing weights to just one or two bits, these models bypass the high memory and bandwidth requirements that typically restrict large-scale AI to cloud infrastructure.

Source

Apple is exploring a partnership with PrismML, a Caltech spinout, to integrate extreme model-compression technology into future iPhone hardware. The startup utilizes ultra-low-bit weight architectures, such as 1-bit and ternary representations, to drastically reduce the memory footprint of large language models. This mathematical approach allows a 27-billion-parameter model like Alibaba’s Qwen 3.6 to shrink from 54 GB to under 4 GB, making it compatible with the 8 GB of RAM found in current Pro-tier iPhones.

Source

Apple has released the iOS 27 public beta, introducing a rebuilt Siri AI that functions as a dedicated chatbot app powered by Apple Intelligence. This update enables the assistant to leverage a semantic index of local data, including emails, messages, and photos, to provide personalized context for user queries. Unlike third-party chatbots, the new Siri can execute complex in-app actions and process multiple simultaneous commands while maintaining a straightforward, task-oriented tone.

Source

Mozilla has announced plans to shift Firefox for desktop and Android to a bi-weekly release cadence beginning in September 2026. This experimental move transitions the browser from its current four-week cycle to a faster schedule to deliver ready-to-ship features more frequently. The change officially begins with the release of Firefox 155 on September 1, 2026, following the final monthly update of version 154 in August.

Source