Top AI News Weekly

Week 45 · Nov 3 – Nov 9, 2025

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

16 launches and research drops that matter for enterprise AI builders—curated, tagged, and ready for your next roadmap sync.

New drops

16

Unique sources

16

Key themes

Frontier models · Agents · Infra

frontier

Frontier Models & Research

New reasoning systems, world models, and alignment papers that move the state of the art.

NeuroAIWeizmann + Technion

Brain-IT

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

Open source ↗
Earth VisionAllen Institute for AI

OlmoEarth

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

Open source ↗
ReasoningMoonshot AI

Kimi K2 Thinking

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

Open source ↗
LM TheoryMIT CSAIL

CALM (Continuous Autoregressive LMs)

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

Open source ↗
immersive

Immersive Media & Simulation

Video, audio, and physics-native generation techniques shaping spatial computing.

Video GenByteDance AI Lab

BindWeave

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

Open source ↗
RelightingAlibaba DAMO

Lumos-Custom / UniLumos

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

Open source ↗
Realtime VideoCMU / Adobe

MotionStream

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

Open source ↗
SpacetimeFoundation Vision

InfinityStar

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

Open source ↗
tooling

Developer Tooling & Infra

Frameworks, playbooks, and OSS repos that level-up AI engineering velocity.

Infra FuturesGoogle Research

Space-Based AI Infra Concept

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

Open source ↗
Agents 101Kaggle

Kaggle Agents Whitepaper

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

Open source ↗
Collab UXtldraw

tldraw.dev refresh

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

Open source ↗
Data StackAmphi AI

Amphi ETL

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

Open source ↗
Vector InfraTensorlake AI

Tensorlake

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

Open source ↗
Code AgentsHKU DS

DeepCode

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

Open source ↗
ObservabilityGrafana Labs

Grafana Updates

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

Open source ↗
SafetyConfident AI

DeepTeam

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

Open source ↗

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