What is Thinking Machines Inkling? Analysis of 975B Open-Source Weights, Multimodal Architecture, and Technology
Thinking Machines Lab has officially launched its first multimodal model trained from scratch, Inkling, adopting a 975B parameter …
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AI Daily
COMMUNEIFY · THE DAILY AI BRIEF
Issue 2557November 2026Saturday
18stories5sections17sourcesAbout 7 min
Top story
Meta Deploys Specialized Models Trained on Muse Wonder
Meta introduced specialized models derived from Muse Wonder to Muse and Meta AI, bringing enhanced long-horizon planning and context retention to daily user workflows.
MetaSource ↗
Also today
01Model Releases & Updates
Meta
Meta Deploys Specialized Models Trained on Muse Wonder
Meta introduced specialized models derived from Muse Wonder to Muse and Meta AI, bringing enhanced long-horizon planning and context retention to daily user workflows.
Source ↗Viggle AI
Viggle Releases Viggle Remake Video Agent with Open Weights
Viggle launched Viggle Remake, an agentic video transformation system that preserves character and object consistency across camera cuts, accompanied by an open weights release.
Source ↗Ricursive Intelligence
Ricursive Intelligence Open-Sources Ripple-65B Preview Under Apache 2.0
AI chip designer Ricursive Intelligence released Ripple-65B Preview, an open-weights coding and reasoning model pretrained on 12 trillion tokens.
Source ↗Tencent Hunyuan
Tencent Hunyuan Hy4 Leads Chinese Models on Agent Arena and APEX
Tencent Hunyuan Hy4 earned top ranks among Chinese foundation models across independent agent evaluation leaderboards including Agent Arena and Mercor APEX-Agents.
02Product Releases & Updates
Notion & OpenAI
Notion Launches Interactive Workspace Plugin Inside ChatGPT
Notion rolled out an official integration inside ChatGPT, allowing users to create, view, and live-edit Notion pages directly from chat sessions.
Source ↗Anthropic
Anthropic Ships Claude Code v2.1.319 with Background MCP Tasks
Anthropic updated Claude Code to version 2.1.319, adding background execution for tool tasks and automated configuration for remote developer sessions.
Source ↗OpenRouter
OpenRouter Debuts Auto Code Router for Programming Agents
OpenRouter launched Auto Code alongside its revamped Auto Router, reducing latency and costs for multi-step agent coding workloads.
Source ↗Vercel
Vercel Enables Streaming Generative UI via json-render in Chat SDK
Vercel upgraded its Chat SDK with json-render support, allowing AI agents to generate and stream interactive interface components directly into chat platforms.
Source ↗03Industry News
TechCrunch & Bloomberg
OpenAI Gathers Initial $11B in Round Valuing Company at $1.25 Trillion
OpenAI received an initial $11 billion cash injection as part of a funding tranche that sets its valuation at $1.25 trillion.
Source ↗Reuters & METR
Anthropic IPO Targets Face Valuation Review as METR Measures Rapid R&D Gains
Anthropic encountered pushback from prospective IPO investors seeking lower valuations even as an independent audit by METR validated rapid capability acceleration.
Source ↗OpenAI & Frontier Model Forum
OpenAI and Frontier Model Forum Establish Cyber Threat Jailbreak Framework
OpenAI and Frontier Model Forum partners created a structured rating framework to evaluate the potential real-world harm of cyber-oriented jailbreaks.
The Verge & The New York Times
Congressional Committees Seek Briefing on AI Hardware Supply Chain Security
Three U.S. House committees scheduled a closed-door briefing with Nvidia leadership regarding reports of intelligence efforts focused on AI chip distribution networks.
Source ↗04Research Papers & Advances
Google DeepMind
Google DeepMind Demonstrates AI Agents Stress-Testing RSA Encryption
Google DeepMind shared research showing that AI reasoning models can identify structural mathematical weaknesses in legacy 1024-bit RSA cryptosystems.
OpenAI & Ligo
OpenAI and Ligo Introduce BioBasicsBench for Wet-Lab Science Agents
OpenAI and biotechnology lab Ligo released BioBasicsBench to measure how well autonomous AI agents interpret raw data from physical laboratory experiments.
Source ↗Anthropic
Anthropic Outlines Agent Memory Consolidation via Offline ‘Dreaming’
Anthropic published engineering research explaining how an offline ‘dreaming’ consolidation pipeline helps Claude organize long-term agent memory and correct past errors.
Source ↗NVIDIA Research
NVIDIA Introduces Lyra 2.0 for Single-Image 3D Environment Generation
NVIDIA Research revealed Lyra 2.0, a framework that generates consistent, explorable 3D worlds from a single 2D input image along customizable camera paths.
Source ↗05Other Highlights
GitHub
GitHub Tests Git Storage Architecture Supporting 5,000 Concurrent Agents
GitHub released stress-test metrics showing that its next-generation Git storage architecture successfully handled 5,000 parallel AI coding agents pushing high-frequency commits.
Hugging Face
Hugging Face Open-Sources Comprehensive 70,000-Word MoE Training Guide
Hugging Face published an open-access engineering handbook synthesized from approximately 800,000 GPU hours of Mixture-of-Experts (MoE) training experiments.
Source ↗