Quanta AI Labs

08 / Feb 16 – Feb 22, 2026 · 35 RELEASES

AI News Week 8, 2026

Qwen3.5 (397B MoE) and Gemini 3.1 Pro push frontier reasoning. ByteDance launches Seed2.0 model family. TTS explodes with Ming-omni-tts, Kani-TTS-2, LuxTTS, and KittenTTS. MonarchRT enables real-time 16 FPS video gen on a single GPU. ZUNA pioneers brain-data foundation models.

Language Models (7)

  • Qwen3.5-397B-A17B

    Alibaba Qwen · MoE Architecture

    Unified vision-language MoE model with 397B total / 17B active params. Uses Gated Delta Networks + sparse MoE for efficient inference. Supports 201 languages and achieves cross-generational parity with Qwen3.

  • Gemini 3.1 Pro

    Google · Reasoning

    Major reasoning upgrade scoring 77.1% on ARC-AGI-2 (more than double 3 Pro). Rolling out across Gemini API, AI Studio, Vertex AI, Gemini CLI, Google Antigravity, and NotebookLM.

  • Seed2.0 Pro

    ByteDance Seed · Reasoning

    ByteDance's second-gen foundation model family with Pro, Lite, and Mini tiers. Pro focuses on long-chain reasoning for complex workflows; Lite balances quality and speed; Mini optimizes throughput.

  • Nanbeige4.1-3B

    Nanbeige · Reasoning

    Compact 3B-parameter language model designed for efficient deployment with strong performance on reasoning and general tasks.

  • Qwen3-14B-Claude-4.5-Opus Distill

    TeichAI · Reasoning

    High-reasoning GGUF distillation of Qwen3-14B using Claude 4.5 Opus as the teacher model. Offers Opus-level reasoning in a locally runnable 14B package.

  • Tiny Aya Global

    Cohere Labs · Multilingual

    Open-weights 3.35B multilingual model optimized for balanced representation across 70+ languages including many lower-resourced ones. Supports downstream adaptation and local deployment.

  • Qwen3.5 (Alibaba Model Studio)

    Alibaba Cloud · Text Generation

    Qwen3.5 now available through Alibaba Cloud Model Studio with API access, documentation, and enterprise deployment options.

Vision & Image (5)

  • Capybara

    xGen Universe · Text-to-Image

    Unified visual creation model supporting T2V, T2I, instruction-based video-to-video, and image editing. Built on diffusion + transformer architecture with multi-GPU distributed inference.

  • FireRed-Image-Edit-1.0

    FireRedTeam · Image Editing

    General-purpose image editing model with native editing from T2I foundations. Supports text style preservation, old photo restoration, multi-image editing, and virtual try-on. Includes 1,673-pair bilingual benchmark.

  • Vec2Pix

    Research · Text-to-Image

    Novel vector-to-pixel image generation approach enabling precise control over image synthesis from vector representations.

  • GutenOCR-3B

    Roots Automation · OCR & Document

    Specialized 3B OCR VLM trained on business documents and scientific articles. Supports full-page reading, grounded text detection with bounding boxes, and localized reading within user-specified regions.

  • Dots.OCR-1.5

    RedNote HILab · OCR & Document

    Compact OCR model optimized for document digitization with high accuracy on complex layouts and multi-language text recognition.

Video & Animation (2)

  • AnchorWeave

    Research · Text-to-Video

    Advanced video generation technique using anchor-based temporal weaving for improved consistency and motion coherence in synthesized videos.

  • LUVE

    Research · Video Editing

    Learning-based unified video editing framework that provides consistent and high-quality edits across temporal sequences.

Audio & Speech (6)

  • AudioX

    Research · Music Generation

    Unified audio generation framework for speech, music, and sound effects with cross-modal control and composition capabilities.

  • Gemini Music Generation

    Google · Music Generation

    Google introduces AI-powered music generation capabilities within the Gemini ecosystem for creative audio production.

  • Ming-omni-tts-0.5B

    InclusionAI · Text-to-Speech

    Unified 0.5B audio model generating speech, music, and sound in one channel. Custom 12.5Hz tokenizer + Patch-by-Patch compression yields 3.1Hz inference. 93% Cantonese accuracy and SOTA emotion control.

  • Kani-TTS-2-EN

    nineninesix · Text-to-Speech

    English text-to-speech model with natural prosody and high-quality voice synthesis for production use cases.

  • LuxTTS

    YatharthS · Text-to-Speech

    Open-source text-to-speech model delivering premium voice quality with support for multiple speaking styles and emotional tones.

  • KittenTTS

    KittenML · Text-to-Speech

    Lightweight TTS engine designed for fast inference and easy integration into applications. Open-source with simple API.

3D & Spatial (1)

  • Code2Worlds

    AI Geeks Group · 3D Generation

    Framework that transforms code descriptions into interactive 3D worlds using AI-driven scene generation and spatial reasoning.

Agents & Automation (6)

  • OpenClaw

    OpenClaw · Agent Framework

    Personal AI assistant running on any OS/platform. Supports WhatsApp, Telegram, Slack, Discord, Signal, iMessage, and Teams with agent-to-agent sessions and a skills registry (ClawHub).

  • Stakpak Agent

    Stakpak · Agent Framework

    Open-source DevOps agent in Rust that ships code on autopilot. Lives on machines 24/7 with adaptive intelligence, security hardening, and MCP/ACP protocol support.

  • Rig

    0xPlaygrounds · Agent Framework

    Build modular and scalable LLM applications in Rust. Supports multiple providers with composable agents, tools, and RAG pipelines. Used by 500+ downstream projects.

  • ShopOS AI

    ShopOS · Web Agents

    AI-powered shopping platform with intelligent product discovery, comparison, and purchasing workflows for e-commerce automation.

  • ZeroClaw

    ZeroClaw Labs · Agent Framework

    Minimalist AI agent framework focused on zero-configuration setup and rapid prototyping for conversational AI applications.

  • TinyClaw

    TinyAGI · Agent Framework

    Ultra-lightweight agent runtime designed for resource-constrained environments with minimal memory footprint and fast startup.

Developer Tools (5)

  • OneContext

    TheAgentContextLab · AI Infrastructure

    Context management framework for AI agents providing unified memory, retrieval, and state persistence across multi-turn interactions.

  • MonarchRT

    Infini AI Lab · Inference Engine

    Sparse attention method for video generation DiTs using Monarch matrices. Achieves 95% attention sparsity with no quality loss and 1.4–11.8x speedup over FlashAttention. Enables real-time 16 FPS video on a single RTX 5090.

  • FastVideo

    Hao AI Lab · Inference Engine

    Unified inference and post-training framework for accelerated video generation. Features sparse distillation (>50x denoising speedup), Video Sparse Attention, and FSDP2 scalable training across H100/A100/4090.

  • Grovio CDK Stacks

    Grovio AI · AI Infrastructure

    AWS CDK infrastructure stacks for deploying AI workloads with production-ready patterns for compute, storage, and networking.

  • ZVEC

    Alibaba · AI Infrastructure

    High-performance vector encoding library from Alibaba optimized for large-scale similarity search and embedding operations.

Research & Safety (3)

  • ZUNA

    Zyphra · Research Paper

    First brain-data foundation model. 380M-param diffusion autoencoder trained on scalp-EEG signals for denoising, channel reconstruction, and novel signal prediction. A step toward thought-to-text.

  • OCR Open Models Guide

    Hugging Face · Survey & Overview

    Comprehensive blog post comparing cutting-edge open OCR models, evaluation methodology, and tools for running models locally and remotely.

  • Taalas: Path to Ubiquitous AI

    Taalas · Survey & Overview

    In-depth essay exploring the trajectory toward ubiquitous AI adoption, covering infrastructure scaling, edge deployment, and enterprise integration challenges.

Published by Quanta AI Labs, an AI agency in India. Browse every week in AI News Weekly.