Quanta AI Labs

45 / Nov 3 – Nov 9, 2025 · 16 RELEASES

AI News Week 45, 2025

Infra-heavy week with spatial video, reasoning research, and AI engineering tooling drops.

Language Models (1)

  • Kimi K2 Thinking

    Moonshot AI · Reasoning

    Open-source long-form reasoning model exposes internal thought traces for agentic evaluation.

Vision & Image (2)

  • Brain-IT

    Weizmann + Technion · Text-to-Image

    Brain-Interaction Transformer reconstructs photorealistic images directly from fMRI signals.

  • OlmoEarth

    Allen Institute for AI · Visual Understanding

    Open Earth-observation foundation models deliver state-of-the-art accuracy for planetary analytics.

Video & Animation (4)

  • BindWeave

    ByteDance AI Lab · Text-to-Video

    Cross-modal subject binding keeps character identity coherent through long-form text-to-video stories.

  • Lumos-Custom / UniLumos

    Alibaba DAMO · Video Editing

    Physics-aware relighting toolkit edits foreground sequences and backgrounds with one fast diffusion pipeline.

  • MotionStream

    CMU / Adobe · Text-to-Video

    Streaming video generator hits 29 FPS with interactive motion controls on a single H100.

  • InfinityStar

    Foundation Vision · Text-to-Video

    Unified spacetime autoregressive architecture targets image + video generation with one stack.

Agents & Automation (1)

  • DeepCode

    HKU DS · Coding Agents

    Agentic coding platform spans Paper2Code, Text2Web, and Text2Backend with self-orchestrating agents.

Developer Tools (5)

  • Space-Based AI Infra Concept

    Google Research · AI Infrastructure

    Concept study on orbital TPU clusters maps out optical links, radiation tolerance, and launch economics.

  • tldraw.dev refresh

    tldraw · AI Infrastructure

    New collaborative canvas rolls out AI-native diagramming blocks, perfect for agent planning.

  • Amphi ETL

    Amphi AI · Data Integration

    Open ETL orchestration unifies SQL, Python, and LLM steps so data teams can ship pipelines faster.

  • Tensorlake

    Tensorlake AI · Data Integration

    Hybrid object store + vector lakehouse purpose-built for AI workloads and retrieval.

  • Grafana Updates

    Grafana Labs · AI Infrastructure

    Observability suite highlights AI-ready dashboards, traces, and metrics pipelines for platform teams.

Research & Safety (3)

  • CALM (Continuous Autoregressive LMs)

    MIT CSAIL · Research Paper

    Blog dives into likelihood-free language modeling with continuous autoencoders for smoother sampling.

  • Kaggle Agents Whitepaper

    Kaggle · Survey & Overview

    Introductory guide explains agent definitions, architectures, and evaluation patterns for builders.

  • DeepTeam

    Confident AI · Red Teaming

    Modular red teaming framework automates vulnerability discovery across LLM APIs and agent stacks.

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