Meta has released Muse for Mac, the first version of Muse that can complete things on a user’s computer. The agent works with local files and native apps, where your data already lives. It adds a desktop layer to an agent that launched on phones, the web and WhatsApp earlier this month. Is it deployable?…
SpaceXAI has released Grok Voice Transcribe 2.0, its newest speech-to-text (STT) model. The development team claims it to be twice as accurate as Grok Voice Transcribe 1.0 at the same price. The model targets hard audio: noisy phone lines, competing voices, local accents, and spoken credentials. It runs in batch and real-time streaming modes through…
Napster is again. The title that struck worry into the hearts of music executives within the early dotcom period could also be coming to a classroom close to you. In Dubai, United Arab Emirates, it has signed a strategic partnership with Gems Education to construct AI brokers and digital personas for training. In doing so,…
First, separate 2 ideas: containers vs. quantization methods Most confusion comes from mixing 2 layers. A container defines how tensors are stored on disk. A quantization method defines how weights are squeezed into fewer bits. Containers: safetensors, GGUF, PyTorch pickle (.bin / .pt). Methods: GPTQ, AWQ, bitsandbytes NF4, llama.cpp K-quants and I-quants. Both at once:…
Spinning up a flashy prototype with an LLM has never been easier, but in production, building an agent is just the opening 10% sprint. The real marathon, the brutal 90% that determines whether enterprise AI crashes or soars, comes down to relentless evaluation, regression testing, and post-deployment optimization. While anyone can ‘vibe code’ an AI…
Uh oh, we acquired a cute alert! It’s Bezzy, your lovely, cuddly, anthropomorphized server-rack and stuffed-animal buddy! Give this gentle lil’ doll a squeeze, and it shall sing you its telltale track: the piercing, grinding ambient squeals emitted from an actual US knowledge middle. The Bezzy doll is a stuffed plushie made in a satirical…
India has prolonged its anti-spam regime to require caller-ID and call-management apps to share customers’ spam reviews with telecom operators, prompting spam-blocking app maker Truecaller to name the ruling anti-competitive. On Friday, the Telecom Regulatory Authority of India (TRAI), the nation’s telecom regulator, amended guidelines governing business communications, making it necessary for call-ID and call-management…
Tilly Norwood, an AI-generated “actress,” is having a tough time on its first press tour. The manufacturing firm that created it, Particle6 Group, has made it accessible for seventy-five simultaneous interviews with journalists, and it appears to be making mistakes in all of them. (I used to be not invited to talk with it, and…
PrismML has released Ternary Bonsai 2 27B, a ternary-weight version of Qwen3.8 27B. The language model occupies 5.93 GB, against 53.80 GB in FP16. PrismML reports that it keeps 98.2% of the parent model’s average across 20 benchmarks. The model accepts text and images and supports a 262K-token context. PrismML demos it driving Cline coding…
In early 2025 I used to be interviewing Anthropic CEO Dario Amodei when he defined why, regardless of the corporate’s repeated acknowledgments that AI may yield catastrophic outcomes, individuals appeared largely unperturbed. “There may be compelling proof that the fashions can wreak havoc,” he mentioned. However, he added, these risks had been nonetheless theoretical. Wouldn’t…
