Google says that Gemma 4 12B is "designed to bring agentic, multimodal intelligence directly to your laptop", further noting that the new model can be combined with Google AI Edge to "build and ...

Gemma 4 12B is a 12-billion-parameter decoder-only transformer. It handles text, images, audio, and video natively. There are no separate vision or audio encoders. The decoder uses the same structure ...

On benchmarks, Opus 4.8 is a step up rather than a leap. It scores 88.6% on SWE-bench Verified (vs. 87.6% for Opus 4.7), 69.2% on the harder SWE-bench Pro (vs. 64.3%), and 74.6% on Terminal-Bench 2.1 ...

I'm a Senior Applied Scientist at Amazon with over 10 years of experience building production-scale ML/AI systems. I'm a Senior Applied Scientist at Amazon with over 10 years of experience building ...

Short-term forecasting of the Air Quality Index (AQI) can support public health risk management and real-time environmental decision-making. In this study, we propose a multivariate, one-step-ahead ...

Friendly fork of Josh5/unmanic.plugin.encoder_video_hevc_nvenc — all credit for the original plugin goes to Josh Sunnex (@Josh5). This fork adds a single feature: -hwaccel_output_format cuda so ...

The new design tool lets anyone use text prompts to create prototypes, slides, and one-pagers. The jury's still out if it does a good job. Reading time 2 minutes Wall Street seems to think Anthropic’s ...

Anthropic announced on Friday that it’s launching Claude Design, a new experimental product that lets users create visuals like prototypes, slides, one-pagers, and more using Claude. The company says ...

In automation, precision and reliability are no longer optional; they are requirements. For a wide variety of machine types and processes, linear guides provide that accuracy and high-capacity travel.

Forbes contributors publish independent expert analyses and insights. Amanda Lauren writes about interior design and real estate. As the seasons shift, so do the ways designers think about interiors.

The Vantage NXT system provides three encoder inputs that enable users to track position, movement, and rotation during data acquisition. Researchers can use encoder count data for Pulse-on-position ...

A custom ComfyUI node that adds support for the Qwen 3.5 4B hybrid (Mamba2 + Attention) text encoder for use with the Anima 2B diffusion model. The base Anima 2B ships with a Qwen 3 0.6B text encoder.