This week, Moonshot AI launched Kimi K2.7-Code. It is a coding-focused, agentic mannequin. The mannequin weights ship on Hugging Face underneath a Modified MIT license. You may also attain it by the Kimi API and Kimi Code. K2.7-Code targets long-horizon software program engineering, not normal chat. It plans, edits, runs instruments, and debugs throughout many…
In this tutorial, we construct an end-to-end spatial graph studying pipeline utilizing city2graph. We begin by gathering actual city POI information and avenue community data from OpenStreetMap, with an artificial fallback to make sure the workflow stays dependable. We then engineer spatial options, assemble a number of proximity graph households, and examine how completely different…
Google Research group has introduced the launch of Gemini-SQL2 on X. They described this method as a breakthrough text-to-SQL functionality powered by Gemini 3.1 Pro. Gemini-SQL2 posted 80.04% execution accuracy on the BIRD Text-to-SQL Leaderboard (Single Model). Google’s chart locations it above its personal Gemini-SQL, the prior high entry. The metric measures whether or not…
Coinbase for Agents connects AI to monetary execution channels to automate trading and funds straight from person portfolios. Large language fashions course of huge portions of information however lack direct integration with lively monetary portfolios. Individuals incessantly make use of these fashions to guage market developments or analysis funding alternatives. These software program instruments possess…
Moonshot AI has launched Kimi Work, an AI agent that runs on your personal desktop. The Beijing-based AI entity introduced it this week together with downloads for macOS and Windows. Kimi Work reads native information, drives your actual browser, and runs scheduled duties. It targets information staff whose bottleneck is entry to information and reside…
Zyphra has launched Zamba2-VL, a household of open vision-language fashions. The launch covers three sizes: 1.2B, 2.7B, and 7B parameters. Each mannequin is constructed on the Zamba2 hybrid SSM–Transformer spine. Vision-language fashions (VLMs) learn photos and textual content collectively. They reply questions on charts, paperwork, and pictures. Most open VLMs use a dense Transformer because…
In this tutorial, we construct an end-to-end 3D medical picture segmentation pipeline utilizing MONAI to phase the spleen on the Medical Segmentation Decathlon Task09 dataset. We work with volumetric CT scans, apply medical imaging transformations similar to orientation alignment, voxel-spacing normalization, depth windowing, foreground cropping, and patch-based sampling, after which prepare a 3D UNet mannequin…
Perplexity has moved Deep Research into Computer, its multi-model orchestration system. The improve improves accuracy, depth of study, and quotation high quality. Deep Research now breaks onerous questions into subtasks and routes them throughout 20+ frontier fashions. It returns work-ready experiences, decks, and dashboards, all inside Computer. Deep Research in Computer Deep Research is a…