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Thinking Machines Lab Makes Tinker Generally Available: Adds Kimi K2 Thinking And Qwen3-VL Vision Input
ByRicardoThinking Machines Lab has moved its Tinker training API into general availability and added 3 major capabilities, support for the Kimi K2 Thinking reasoning model, OpenAI compatible sampling, and image input through Qwen3-VL vision language models. For AI engineers, this turns Tinker into a practical way to fine tune frontier models without building distributed training…
ByteDance Seed Introduces SeedRealtime: a Native Audio-Visual Full-Duplex LLM That Watches, Listens and Speaks in One Model
ByRicardoByteDance’s Seed staff has launched SeedRealtime, a native audio-visual full-duplex LLM. The mannequin fuses audio, video and textual content in a single unified structure. It interacts in actual time over steady multimodal streams, fairly than one flip at a time. Seed positions it as a step towards omni-modal interplay, and claims three breakthroughs: joint audio-visual…
What is Clawdbot? How a Local First Agent Stack Turns Chats into Real Automations
ByRicardoClawdbot is an open source personal AI assistant that you run on your own hardware. It connects large language models from providers such as Anthropic and OpenAI to real tools such as messaging apps, files, shell, browser and smart home devices, while keeping the orchestration layer under your control. The interesting part is not that…
Build a Multi-Agent System for Integrated Transcriptomic, Proteomic, and Metabolomic Data Interpretation with Pathway Reasoning
ByRicardoIn this tutorial, we construct a complicated multi-agent pipeline that interprets built-in omics information, together with transcriptomics, proteomics, and metabolomics, to uncover key organic insights. We start by producing coherent artificial datasets that mimic real looking organic tendencies and then transfer step-by-step by way of brokers designed for statistical evaluation, community inference, pathway enrichment, and…
Zhipu AI Releases GLM-4.6: Achieving Enhancements in Real-World Coding, Long-Context Processing, Reasoning, Searching and Agentic AI
ByRicardoZhipu AI has launched GLM-4.6, a significant replace to its GLM collection targeted on agentic workflows, long-context reasoning, and sensible coding duties. The mannequin raises the enter window to 200K tokens with a 128K max output, targets decrease token consumption in utilized duties, and ships with open weights for native deployment. https://z.ai/weblog/glm-4.6 So, what’s precisely…
Meet GitNexus: An Open-Source MCP-Native Knowledge Graph Engine That Gives Claude Code and Cursor Full Codebase Structural Awareness
ByRicardoThere is a quiet failure mode that lives on the middle of each AI-assisted coding workflow. You ask Claude Code, Cursor, or Windsurf to change a perform. The agent does it confidently, cleanly, and incorrectly — as a result of it had no concept that 47 different features trusted the return kind it simply modified….
