AI in week 42.

MW

Muse Wonder

Model · Meta

4

Meta's frontier model for personal and professional AI agents, with Active Memory and Active Focus; successor to Muse Spark.

NN

NVIDIA Nemotron 3.5 Super VL

Model · NVIDIA

2

NVIDIA's open multimodal model (120B total, 12B active parameters) for image, video and document understanding.

MS

Muse Spark Open

Model · Meta

2

Meta's open-weight 816B-parameter mixture-of-experts model (42B active, 1M context) in the Muse model family.

LF

LFM2.5-24B-A2B

Model · Liquid AI

1

Liquid AI's 24B-parameter mixture-of-experts LFM with 2B active parameters, built for fast on-device agents.

LI

Ling-3.1-flash

Model · inclusionAI

1

Open-weights 560B hybrid-linear MoE reasoning model (25B active, 1M context) from inclusionAI, MIT licensed.

NI

Nimble-v4

Model · Bespoke Labs

1

Decision models from Bespoke Labs that output multiple-choice, yes/no and rubric-score judgments.

MB

MAI Base 2

Model · Microsoft

1

Microsoft AI's pre-trained foundation model with about 80B active parameters; post-training unfinished and not yet available.

U1

Ultramarine 1 Flash

Model · Paper Instruments

1

Open model from Paper Instruments, fine-tuned from GLM-5.3 Flash for finance, law, consulting and operations work.

MD

Microsoft Decision 1

Model · Microsoft

1

Microsoft's small decision-scoring model returning calibrated probabilities for routing, classification and rubric grading.

XM

Xiaomi MiMo

Model · Xiaomi

1

Xiaomi's MiMo family of open-weight language, multimodal, audio and speech models, with a hosted API and web demo.

MO

MOSS-Image

Model · OpenMOSS

3

Open-weights 5B text-to-image model family from OpenMOSS with native JSON bounding-box layout control and text rendering.

K3

Krea 3

Model · Krea

2

Krea's in-house image generation and editing model, available inside the Krea creative suite on a credit-based plan.

F3

FLUX 3 Image Klein

Model · Black Forest Labs

2

5.6B-parameter open-weights model from Black Forest Labs for image editing, text-to-image and multi-reference composition.

QI

Qwen Image 2.1 Turbo

Model · Alibaba

1

Open-weight accelerated variant of Alibaba's Qwen Image 2.1 for faster text-to-image generation and image editing.

K4

Kling 4

Model · Kuaishou

2

Kuaishou's Kling 4 video generation model with multi-reference input, keyframe control, native stereo audio and HDR output.

MO

MosaiChunk

Research

1

Research memory router that lets a frozen autoregressive video generator reuse selected past KV entries for consistency.

AT

Any Time, Any Space (ATAS)

Research

1

Research framework for long, consistent video generation using a persistent 3D world state as memory.

D3

Drama 3

Model · Fish Audio

2

Fish Audio's directable text-to-speech model controlled by plain-language bracketed directions, sound tags and multi-speaker scripts.

GV

Grok Voice 3.0

Model · xAI

1

xAI's voice model for real-time spoken conversations and voice agents, available through Grok apps and the xAI API.

EI

ElevenLabs Instant Soundtracks

App · ElevenLabs

1

ElevenLabs feature that analyzes an uploaded video and generates a matching soundtrack with synchronized sound effects.

ST

StreamRender-H3

Model · NVIDIA

2

NVIDIA research system where a code game engine drives a two-step streaming MiniMax-H3 video model for real-time rendering.

GA

GaussiAnimate

Research

2

Research method that rigs animatable Gaussian characters with an inner kinematic skeleton and outer free-form bones.

M4

Matrix-Game 4.0

Model · Skywork

2

Real-time playable world model from Skywork pairing a game engine and coding agent with a few-step causal video model.

IV

InfiniSplat v2

Model

1

Feed-forward 3D Gaussian Splatting model that reconstructs scenes from arbitrary input views, with or without camera poses.

MU

Multics

Model

1

Research multi-player video world model with hierarchical communication, trained on 4 players and run with up to 10.

U3

UniForge 3D

Model

1

Research model that builds complete 3D assets from sparse, unposed images by jointly doing reconstruction and generation.

SC

Streaming Code World Model

Model

1

Research code that streams video generation chunk by chunk from a rough 3D proxy, built on Code World Model.

Agent orchestration app where multiple AI agents and people collaborate in a shared chat-style messaging workspace.

OC

OpenAI Codex updates (28-day shipping challenge)

App · OpenAI

3

OpenAI's Codex coding agent and its 28-day series of daily product updates, including desktop app and caching changes.

GD

Genspark Design

App · Genspark

1

AI design agent inside Genspark's workspace that generates editable app and UI designs from prompts or screenshots.

PI

PingpongDuo

Research · Archon

1

Research system for two humanoid robots playing table tennis doubles with safe team coordination.

RP

RP1

Hardware · Roboparty

1

Open-source full-stack humanoid robot platform from Roboparty: hardware designs, firmware, control and learning code.

GR

Gemini robotics cornhole demo

Research · Google

1

Google DeepMind research demo in which a Gemini-based robot learned to play cornhole from first-person videos and practice.

AT

Apple TV 4K

Hardware · Apple

1

Apple's 4th-generation Apple TV 4K streaming box and home hub with the beta Siri AI assistant and far-field microphones.

AH

Apple HomeView

Hardware · Apple

1

Apple's 7-inch smart display with built-in Siri AI, Matter controller and Thread Border Router for the home.

Research language-modeling approach that generates text coarse-to-fine, producing tokens in parallel within each stage.

MS

Magic State Cultivation

Research · Google

1

Google Quantum AI research demonstrating magic state cultivation for error-corrected computing on its Willow chip.

Experimental Microsoft Xbox research effort exploring AI for game preservation, reverse-engineering and AI-generated games.

FA

Facebook AI feed controls

App · Meta

1

Facebook feature that lets users describe their interests in text to tune AI-based feed ranking.

CT

Circle to Search Scam Detection

App · Google

1

Android feature that uses Circle to Search and AI to flag scam warning signs in text messages.