Latest AI industry news, product launches, and updates. Stay informed about what is happening in artificial intelligence.
A 115GB download is the price of entry for running MiniMax-H3 on Apple hardware. The multimodal system, which accepts text, images, audio, and video and produces clips of up to 15 seconds with audio, now has an MLX port, and it has been tested on an M5 Max MacBook Pro. Simon Willison tested the port … Read more
Fine-tuning an 8B model used to mean renting cloud GPUs. Soup v0.72.4 is out to change that, supporting QLoRA fine-tuning on a laptop GPU with 4GB of VRAM, with no SSH and no cloud service required, all configured from one YAML file. The layer-streaming approach is what makes the 4GB footprint possible. Instead of loading … Read more
AI agents write enormous diffs. That is the review problem GitHub has published its own answer to: stacked pull requests that split a 1,000-plus-line change into separate layers, each reviewable on its own. The approach splits a large change into four layers, data, API, wiring, and UI, so each layer can be assigned to a … Read more
Agents are hard to debug, and logging does not show you the model calls. Cloudflare’s answer is Cloudflare Agents, a platform that unifies agent sessions into a single view, with agent tracing as the first major feature, supporting OpenTelemetry-compatible frameworks including Think, Flue, and AI SDK. The core capability is measurement. For every agent run, … Read more
In the same week, the price of AI went up and down. Anthropic released Fable 5 on July 24 at $50 per million output tokens, double the price of Opus 5, and five days later OpenAI cut GPT-5.6 Luna’s price by 80 percent, permanently. The market is now pricing in two directions at once. VC … Read more
The fight against AI-flavored writing has moved upstream. Digital Life Khazix has open-sourced a writing skill called Human Writing that works by constraining how the model writes rather than patching its output, asking users to supply real cases and emotions and banning the verbal tics that mark machine prose. The project is positioned as a … Read more
The compute market has a new kind of deal in it. Anthropic signed a $10 billion agreement with Volta, a cloud startup that is only months old, according to reporting shared by AI industry observers. The deal works out to roughly $1.7 billion per year. What makes this notable is not the headline number. It … Read more
Run an 80-billion-parameter Qwen model on a Mac with about 4.3GB of peak memory. That is the claim behind Swiftlet, a new open-source runtime that targets the Qwen3-Next and Qwen3.5/3.6 MoE hybrid model family and also supports iPhones. The key technical idea is expert streaming. Instead of loading the full model into memory, Swiftlet keeps … Read more
Saner.AI, a Chinese brain-computer interface company, has completed a 3.3 billion yuan angel round, the largest such round in the Chinese BCI space to date. The company is focused on invasive BCI products, with funding going to clinical trials and team expansion. The round is a signal that the BCI space in China is getting … Read more
DeepSeek recently released the official version of V4 Flash, an open-source AI model optimized for Agent tasks. The interesting twist: the model architecture and parameter count are unchanged from the Preview version. What changed is post-training, and the result is meaningful gains in Agent-related benchmarks. The release matters for anyone building with open-weights models, particularly … Read more