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AI Image, Video and Voice

Generative media models make images, video, music, and voices. New releases arrive constantly, along with questions about rights, detection, and quality.

This page tracks the image, video, and voice models and tools we covered.

112 stories · latest Oct 28, 2026

Start here

One Model per Camera: AWS Shows a SageMaker SDK v3 Pipeline for Edge Vision Fleets

A fleet of factory cameras rarely shares one model. An AWS Machine Learning blog post from October 26, 2026 shows a SageMaker SDK v3 reference pipeline that trains an anomaly detector and a classifier per camera, gates them on metrics suited to imbalanced defect data, compiles for the edge with Neo, and paces thousands of retrains.

The Storm Dance Trend: What It Is and How to Make Your Own AI Version

A rapid-fire arm-sweep-and-spin sequence timed to a bass drop is taking over short-form feeds under the name "the Storm." explainx.ai breaks down what actually defines the format, why it's spreading this fast, and gives a full workflow for filming your own or building an AI-enhanced version with Sora, Veo, Kling, and Runway.

How to make viral AI stunt videos like the Sylvester Stallone skate clips

Creator George Wu's hyper-realistic AI videos of Sylvester Stallone skating ramps at 80 blew up on X — while Jim Chuong's "Finally, something that isn't AI" quote-tweet hit 9.6M views as the punchline. explainx.ai walks through how these clips are made in PixVerse, how to label them honestly, and how viewers can tell real from generated without trusting vibes alone.

Build With MiniMax H3 Max: API, Local Setup, and 8 Project Ideas

H3 Max is fast enough to move AI video from a background render queue into an interactive product loop. This developer guide shows the hosted API path, explains what can and cannot run locally, and turns the speed gain into eight concrete applications.

Using Gemini to Spot Fake Cosmetics: A Multimodal LLM Case Study

Prof. William Grover photographed three packages of Rhode Peptide Lip Tint — two $5 eBay fakes and one genuine Sephora unit — and asked Google Gemini 3.6 Flash whether each was authentic. The model nailed both counterfeits by cross-referencing typos and mismatched compliance data across photos, then confidently declared the real one a fake. A clean look at where multimodal models help, where photo artifacts break them, and how to prompt around it.

Digital Camouflage: The Shirt That Makes AI Cameras Blind to You

Simon Weckert's "Digital Camouflage" shirt uses an adversarial pattern to make people-detection cameras fail to register a human figure — while remaining perfectly visible to anyone standing next to you. It's a working demo of a well-documented computer-vision weakness, staged in front of a real surveillance camera in Berlin.

Timeline

October 2026

  1. Oct 28

    AssemblyAI-TTS-1: $15 per Million Characters and 90 ms to First Audio

    AssemblyAI, known for speech-to-text, has launched AssemblyAI-TTS-1 for voice agents. It prices at $15 per million characters with no concurrency tiers. Most numbers come from AssemblyAI itself; here is what is independently ranked and what you should test.

  2. Oct 28

    LTX-2 Marking Pack: Lightricks Adds Opt-In Invisible Watermarks to Open Video Generation

    Lightricks has published LTX-2-Marking on Hugging Face, a weights pack that lets the open LTX-2 pipelines embed an invisible PixelSeal mark in video and an AudioSeal mark in sound. It is opt-in, not cryptographic, and removable by a determined attacker. Here is how it works and what it means.

  3. Oct 28

    Rime Prism: Speech-to-Speech With a Text Checkpoint, and a 300ms Claim That Does Not Match Rime's Own 0.57s

    Rime launched Prism on October 28, 2026: a speech-to-speech model that writes what it will say before it speaks, so guardrails can read and rewrite it. Secondary coverage quotes a 300ms response; Rime's own numbers are 0.57 seconds and about 500ms.

  4. Oct 27

    MAI-Image-2.7-Preview: Microsoft Claims No. 2 in Image Editing, What Is Verified

    Microsoft AI previewed MAI-Image-2.7 on October 27, 2026, edit-only for now in the MAI Playground, with a reported No. 2 on Artificial Analysis image editing behind OpenAI. Here is the claim, the context from earlier MAI-Image releases, and the gaps.

  5. Oct 26

    One Model per Camera: AWS Shows a SageMaker SDK v3 Pipeline for Edge Vision Fleets
  6. Oct 24

    Kromoss: A Full Fine-Tune of MOSS-Image With 8-Step Turbo LoRAs, Apache 2.0

    Kromoss is a community full fine-tune of OpenMOSS's MOSS-Image-Base from lodestones, trained on 704k images and released under Apache 2.0 with two 8-step turbo LoRAs. It has been trending on Hugging Face. Here is how to run it and how far its one benchmark goes.

  7. Oct 23

    Block's Dessa: A Voice Model Trained on Speech Alone, With No Text, That Runs on a MacBook

    On October 23, 2026 Block announced Dessa, a research-preview voice model it says was trained from scratch on nothing but human conversation audio, listens and talks at the same time, and runs locally on a MacBook Pro M4 Max. There are demos and a waitlist, but no paper, weights or benchmarks yet.

  8. Oct 22

    Canva Craft: First Image Model, Trained on Templates

    On October 22, 2026 Canva released Craft, its first in-house image generation model. It plans the layout before it draws, is trained on human-designed templates rather than photos, and ships to every Canva user through Dream Lab and the Canva API. Here is what is confirmed, what is not, and how it fits Canva's wider AI push.

  9. Oct 22

    FastH3 Omni: Open 8-Step Reference-to-Video With Audio, From DGX Spark to B200

    The FastVideo project, with Nuva Lab and NVIDIA, released FastH3 Omni: an eight-step distilled version of MiniMax-H3 that takes a prompt plus up to twelve image, video and audio references and returns video with synchronized stereo audio. Weights and training code are open, under the MiniMax-H3 community license.

  10. Oct 22

    Gradium Phonon: A 31M-Parameter Open TTS That Runs in Your Browser

    Gradium released the Phonon family of tiny text-to-speech models. Phonon-31m is Apache 2.0, about 65 MB quantized, and streams speech from a browser tab or a laptop CPU. The larger 40m models are noncommercial.

  11. Oct 20

    Bria Fibo 2.0: Open-Weights 8B Image Model Ties for the Lead — $32 per 1K Images, Claimed vs Verified

    Bria released Fibo 2.0, an 8B open-weights model that generates and edits images from structured JSON captions. Artificial Analysis lists it a hair behind Qwen-Image-2.1 for open text-to-image and first for open editing, but the weights are non-commercial and the $32 per 1,000 images figure is a hosted-API claim.

  12. Oct 20

    Eleven Realtime: ElevenLabs Ships Two Speech-to-Speech Models for Voice Agents

    ElevenLabs released Eleven Realtime on October 20, 2026: two end-to-end speech-to-speech models, v1 Mini for natural conversation and v1 Max for tool-calling tasks. Here is the benchmark table, how the OpenAI-compatible API works, which numbers are the vendor's own, and what to test before you switch.

  13. Oct 20

    LTX-2.5: Lightricks Ships a 22B Open-Weight Video and Audio Model With Native Multishot

    Lightricks has put LTX-2.5 on Hugging Face: a 22B-parameter open-weight model that generates synchronized video and audio, now with native multishot generation. Here is what the model card says, what the license allows, and how to run it locally.

  14. Oct 20

    MT Forcing: Fixing Drift in Multi-Turn AI Image Editing

    Ask an AI image editor for five edits in a row and the picture usually decays: textures smear, faces change, earlier edits vanish. MT Forcing, a new paper with released code and checkpoints, trains the model on its own multi-turn rollouts to stop that drift. Here is what it does and what the numbers do and do not show.

  15. Oct 20

    OpenFilm: The Open-Source Video Agent That Turns Claude Code or Codex Into a Film Studio

    OpenFilm, an MIT-licensed repo that gained 1,338 stars in about two weeks, turns any coding agent into a video agent: a film is a folder of web pages with a frame(t) function, and a local Studio lets you change anything the agent made. Here is how it works, what it costs, and where it breaks.

  16. Oct 20

    RoAR-VAE: The Image Tokenizer Recipe Aiming at FLUX.2-VAE

    Every latent diffusion image model sits on top of a VAE tokenizer, and a good one has to be sharp and easy for a diffusion model to learn. RoAR-VAE, from Tsinghua University and Microsoft Research, argues that a simple principle called robust prediction gets both. The code is not out yet, so here is what is claimed and what to check.

  17. Oct 20

    Voxtral 3: Mistral Ships a Voice Agent SDK and New Speech Models

    Mistral AI released Voxtral 3 on October 20, 2026: speech-to-text models, a new expressive text-to-speech model, a Pro Voice adaptation service and a voice agent SDK built on LiveKit. Here is what shipped, the prices, and which benchmark numbers are Mistral's own.

  18. Oct 19

    FLUX 3 Max on fal: Joint No. 1 Image-to-Video Claim, 75% Off Until November 7

    fal Research, working with Black Forest Labs, released FLUX 3 Max, a post-trained FLUX 3 Video variant. fal says it ties for first in a preliminary Artificial Analysis image-to-video evaluation and renders 10 seconds in about 11 seconds. Here is what the model page confirms and what is still the vendor talking.

  19. Oct 19

    Kling 4.0 Launches: 30-Second Video, Stereo Audio and a Flash Tier

    Kling AI has released version 4.0 of its video generator. We list what the company says it ships today, what is still marked coming soon, and how it stacks up in early side-by-sides with Wan 3.0 and Seedance 2.5.

  20. Oct 19

    Speculative Sampling Makes Big Video Models Interactive Without Retraining

    A paper trending on Hugging Face proposes Speculative Sampling, a training-free serving trick that keeps big bidirectional attention windows but delivers video incrementally. The authors report about 1.4 seconds from a new input to the first responding frame on MiniMax H3, and the code is open.

  21. Oct 17

    MOSS-Image: OpenMOSS Releases a 5B Open Text-to-Image Model With Layout Control

    OpenMOSS published MOSS-Image-Base and MOSS-Image-SFT on October 16, 2026: a 5B text-to-image model under Apache 2.0 that renders text, accepts JSON layouts with bounding boxes, and takes prompts up to 4K tokens. Here is how to run it and what is not yet proven.

  22. Oct 16

    Elorian Glimpse: A Visual Reasoning Model That Looks Back at the Image

    Elorian, the Palo Alto startup founded by ex-DeepMind researcher Andrew Dai, shipped its first model, Glimpse, as a research preview. It says the model beats GPT-6 Astra on chart reasoning and short video captioning. Here is how it works, what it costs, and which claims are still unchecked.

  23. Oct 16

    FLUX Video Upscale 4K Price Cut: $0.59 to $0.28 per Second, Checked

    Posts from OpenRouter and Higgsfield say Black Forest Labs' video upscaler now costs about half as much for 4K output, and that FLUX 3 Video reaches 2K and 4K. We checked the numbers against OpenRouter's listing, the August launch prices and BFL's pricing page.

  24. Oct 16

    Taco Bell Drive-Thru AI and Employee Retention: What Yum Brands Claims vs. What Is Verified

    At a Fortune summit, a Yum Brands executive said the Taco Bell drive-thru bot is increasing retention because it makes jobs easier. The claim traces back to a vendor press release with no published figures. Here is what is confirmed and what is not.

  25. Oct 15

    FLUX 3 Image Klein: Black Forest Labs Opens a 5.6B Image Model for 8GB GPUs

    Black Forest Labs has released FLUX 3 Image Klein: 5.6B parameters, open weights, native 4K, multi-reference editing and bounding-box control, with an INT8 build that fits an 8GB RTX card. Here is what is claimed, what the license allows and how to run it.

  26. Oct 15

    Krea 3: Image Editing in Under 8 Seconds at 2K for $0.06, Versus Nano Banana Pro and GPT Image 2

    Krea launched Krea 3, an image editing model it says finishes most 2K edits in under 8 seconds at $0.06 per image, with up to 6 reference images. The speed and price comparisons are Krea's own, so here is what is claimed and how to check it.

  27. Oct 14

    Deezer Will Add a Toggle to Hide AI-Generated Music by the End of 2026

    Deezer says a new toggle will let listeners remove AI-generated tracks, albums and related artists from their experience, due before the end of 2026. We cover what is confirmed, the numbers behind it (over half of daily uploads are AI), how Spotify, Bandcamp, Tidal and Apple Music differ, and what the filter cannot do.

  28. Oct 14

    Mirelo SFX 2.0 Replaces a Video's Sound but Keeps the Dialogue, Up to 10 Minutes

    Mirelo launched SFX 2.0 on October 14, 2026, a video-to-sound model that keeps the dialogue, removes unwanted music and generates synced effects, foley and ambience for videos up to 10 minutes. We go through the vendor's blind-test table, the three model variants, where it runs and what to check before using it in a pipeline.

  29. Oct 14

    YouTube Music Adds "Made with AI" Labels to Songs: What Gets Tagged and What Does Not

    On October 14, 2026 YouTube began tagging AI-made songs in the YouTube Music app, with the main YouTube app to follow. We explain the labels, the partner disclosure scheme, what is not penalized, and how Spotify, Deezer, Apple Music and TIDAL differ.

  30. Oct 13

    Baroness Campbell Delivers the First AI-Voiced Speech in UK Parliament

    On October 13, 2026, Baroness Campbell of Surbiton became the first person to use an AI-generated voice to address the UK Parliament, using an ElevenLabs clone of her own voice. explainx.ai covers how it was made, the approval, the quotes and what it signals for assistive AI.

  31. Oct 11

    The AI Human Premium: Will People Pay More for Art Made by Humans?

    A BBC analysis by Ros Atkins argues that a flood of AI content is making obviously human-made art more valuable, but that the premium may not last. We separate the Deezer numbers, the expert claims and the Hacker News reaction.

  32. Oct 9

    “Gods Don’t Give Gifts” Is the First AI Movie With an MPA Rating

    Zack London, known on YouTube as Gossip Goblin, made an AI feature that the filmmakers say is the first AI film to get an MPA rating. It is rated R, moves to December 4, and will go for Best Animated Feature. Here is what trade press confirms and what rests on the producers’ word.

  33. Oct 9

    Iris-3B: An Open Pixel-Space Image Model With No VAE, and an Honest Negative Result

    Sperid Labs released Iris-3B on October 8, 2026, a 3B text-to-image diffusion transformer that outputs every pixel directly, with no VAE and no latent space. The paper reports the model matches Qwen-Image on OneIG. It also reports that pixel space did not beat latent models on depth or restoration.

  34. Oct 9

    Voyager: The "Codex for Creative Work" Harness for 100+ Tools, Explained

    Voyager launched on October 8, 2026 as an "open harness" for creative work. The founder calls it the Codex for creative work. We read the launch thread, the FAQ and the pricing page. One surprise: the app is not open source.

  35. Oct 6

    Kandinsky 6.0 Video: A 29B Open Model That Makes Sound and Picture Together

    Kandinsky Lab open-sourced Kandinsky 6.0 Video on October 6, 2026: two diffusion models that generate five-second clips with synchronized 44 kHz audio, released with code and weights under the MIT license. This post covers the architecture, the claimed results, the GPU requirements, and where it fits next to other open video models.

September 2026

  1. Sep 29

    Kling 4.0 Preview Leak: Discord Screenshots, Not a Launch

    On September 24, 2026, Dev Mode Discord screenshots showed VIDEO 4.0 Preview and VIDEO 4.0 Flash Preview inside Kling's creator app, with a duration slider from 3 to 30 seconds. Kuaishou has not announced the model, published a model card, or listed 4.0 in the API changelog. This news post separates leaked UI from what you can ship on today.

  2. Sep 26

    The Storm Dance Trend: What It Is and How to Make Your Own AI Version
  3. Sep 26

    How to make viral AI stunt videos like the Sylvester Stallone skate clips
  4. Sep 24

    Fish Audio Drama 3 Preview: Directing AI Voice in Plain Language Instead of Audio Tags

    Fish Audio introduced Drama 3, a preview text-to-speech model it calls the most controllable ever: describe tone and character in simple language, change voice mid-sentence, render multi-character scenes and regenerate a single word. Access is gated, pricing is unpublished. Here is what is confirmed, what to test, and how it compares.

  5. Sep 20

    AI Poster Slop Isn't a Model Problem — It's a Prompting Problem

    A viral blog post and its 750-comment Hacker News argument prove that "AI slop" posters aren't a model limitation — they're what happens when nobody tells the model which design language to use. The same fix applies to AI-generated code and prose.

  6. Sep 17

    ElevenLabs Reception: The Questions Small Business Owners Actually Asked
  7. Sep 15

    Brain Implant + AI Voice: What the Paralyzed-Speech Demo Actually Shows
  8. Sep 10

    Suno Launches v6 AI Music Models With Warner and BMG After Licensing Settlement
  9. Sep 10

    This Tennis AI Coach Was Built With Roboflow Agent and Claude Code
  10. Sep 9

    HyperFrames: HeyGen’s Open-Source HTML-to-Video Framework for AI Agents
  11. Sep 7

    VoiceStudio: The Open-Source, Fully-Local ElevenLabs Alternative
  12. Sep 3

    Ato Is a Screen-Free AI Device for Seniors. 2.9M Views and One Hard Question.
  13. Sep 2

    Developer Builds Endless AI TV With MiniMax H3 Max
  14. Sep 2

    Google Pics: Workspace's New AI Image Editor Explained
  15. Sep 2

    Build With MiniMax H3 Max: API, Local Setup, and 8 Project Ideas
  16. Sep 1

    SweepLED: KAIST's $7 AI Hidden Camera Detector Hits 94% Accuracy

August 2026

  1. Aug 31

    LeVJEPA: Video Pretraining at 20× Less Compute Than V-JEPA 2
  2. Aug 31

    Motion.so: URL-to-Launch-Video Agent for Motion Design
  3. Aug 31

    OpenShot 4.0: Local AI Masking, Color Grading, and Screen Recording
  4. Aug 29

    Using Gemini to Spot Fake Cosmetics: A Multimodal LLM Case Study
  5. Aug 29

    Diffusion Studio's open-source video editor turns every edit into code
  6. Aug 29

    MiniMax Fast H3 v1: real-time open video on Blackwell
  7. Aug 28

    Digital Camouflage: The Shirt That Makes AI Cameras Blind to You
  8. Aug 28

    fal's H3 Max generates video faster than you can watch it
  9. Aug 28

    PhoneLLM: An Open Voice-Agent Model Claiming GPT-5.6 Terra Quality at 1/18th the Cost
  10. Aug 27

    World-First AI-Assisted Brain Surgery: What the AI Actually Did
  11. Aug 26

    Awesome GPT-Image-2: Prompt-as-Code Engine with 530+ Cases and Agent Skills
  12. Aug 25

    UK Gets Ukraine Avengers AI Labs: 5M Battlefield Frames for Model Training
  13. Aug 22

    Nari Labs Hits Sub-50ms TTS at $2 per Million Characters
  14. Aug 19

    BGRemover.video: AI Video Background Removal, No Green Screen Needed
  15. Aug 18

    Cartesia Sonic-3.6: #1 on Both Artificial Analysis TTS Boards
  16. Aug 18

    Roboflow Benchmark: GPT-5.6 Sol Is OpenAI's Best Vision Model — Gemini Still Wins
  17. Aug 18

    Stable Audio 3.0 Gets a DAW Plugin and a Rebuilt Web App
  18. Aug 9

    Higgsfield Offers 33 Days of Unlimited Seedance 2.5 Video
  19. Aug 5

    Bland Speech v3: Inside the "Human Speech Engine" Launch
  20. Aug 1

    RF-DETR: Roboflow's Real-Time Detection Transformer, Explained

July 2026

  1. Jul 31

    Hugging Face Speech-to-Speech: Build Open-Source Voice Agents
  2. Jul 31

    MiniMax H3: Open Video Model — Locked Out of the US and EU
  3. Jul 30

    Google Earth + Nano Banana 2: Reimagine Any Place
  4. Jul 29

    Fish Audio Raises $52M and Launches S2.1 Pro Voice AI
  5. Jul 26

    Inflect-Micro-v2: Full Local TTS Under 10M Params
  6. Jul 23

    FLUX 3: Black Forest Labs Unifies Video, Audio, and Robot Action
  7. Jul 19

    LingBot-Map: Streaming 3D Reconstruction at 20 FPS — Robbyant GCT Guide (2026)
  8. Jul 19

    Skyroot Vikram-1 Mission Aagaman: How AI Was Used — Onboard, in Engineering, and to Understand the Launch
  9. Jul 15

    Overtone: Hinge Founder's $18M AI Matchmaker With No Profiles or Swipes
  10. Jul 10

    Reve 2.1: #2 Text-to-Image Arena, Top 4K Model, and Layout-First Visual Intelligence
  11. Jul 9

    Google Photos Video Remix: Gemini Omni AI Video Editing in the Create Tab
  12. Jul 8

    Silent Speech with Ultrasound: Aleph Neuro's 15.6% WER Demo Explained
  13. Jul 8

    Kokoro TTS: Local CPU-Friendly Speech at 82M Parameters (HN Guide, July 2026)
  14. Jul 7

    X iOS Video Editor: Overlay Captions, Green Screen, and In-App Recording (July 2026)
  15. Jul 4

    Seedance 2.0 Korean Neighborhood Prompt: The 12M-View Recipe Explained
  16. Jul 3

    Can Claude or LLMs Watch a Video? Here's How to Make It Work

June 2026

  1. Jun 27

    AI for Creative Hobbies: Music, Art, Writing, and the Question of What's Still Yours
  2. Jun 27

    How Diffusion Models Work: Complete Guide to AI Image Generation (2026)
  3. Jun 25

    Krea 2 Technical Report: Open-Weights Image Foundation Model Built for Creative Exploration
  4. Jun 23

    Moebius: 0.2B Parameters, 10B-Level Inpainting, 15× Faster Than FLUX
  5. Jun 23

    Seedance 2.5: ByteDance's 30-Second 4K AI Video Model
  6. Jun 22

    HappyHorse 1.1: Alibaba Upgrades Its Top-Ranked Video Model With Native Audio and Multi-Reference
  7. Jun 21

    Palmier Pro: The Open Source Video Editor Where Claude Edits the Timeline With You
  8. Jun 21

    Voicebox: The Free, Open Source AI Voice Studio That Replaces ElevenLabs and WisprFlow in One App
  9. Jun 20

    Ideogram 4.0: Open-Weight Image Generation — How to Run, API & JSON Prompts (2026)
  10. Jun 19

    "Bathed in Golden Light": What Experts and the Internet Actually Think About Midjourney Medical
  11. Jun 18

    Midjourney Medical: Full-Body Ultrasonic CT Scanner, 60 Seconds, No Radiation — Everything from the Official Announcement
  12. Jun 17

    Midjourney Medical: The Full-Body Scanner That Was Actually Announced (Plus the Pre-Event Speculation)
  13. Jun 16

    What Is Multimodal AI? Text, Image, Audio, and Video Models Explained
  14. Jun 13

    FIFA World Cup 2026: How AI Is Running the Tournament From Kickoff to Final Whistle
  15. Jun 4

    Miso One: 110ms Real-Time TTS Voice Model Guide 2026

May 2026

  1. May 31

    VoxCPM2: The 2B Parameter Tokenizer-Free TTS Model That Does Voice Design, Multilingual Speech, and True-to-Life Cloning (2026)
  2. May 27

    OpenCut Rewrite: Open Source Video Editor Gets Plugins, Headless Mode, MCP Server, and Multi-Platform Support
  3. May 26

    LongCat: MIT-Licensed Talking Avatar Model Revolutionizes AI Video Generation
  4. May 24

    Frigate NVR: The Ultimate Open-Source AI-Powered Camera System for Home Assistant in 2026
  5. May 22

    Runway Aleph 2.0: Professional Video Editing vs. Google Gemini Omni
  6. May 21

    How to Remove Objects from Videos with AI: Complete Guide to Video Object Removal 2026
  7. May 20

    ViMax: Agentic Video Generation - Director, Screenwriter & Producer All-in-One (2026)
  8. May 4

    Runway Characters: real-time conversational video agents from one image

April 2026

  1. Apr 25

    How to Create Product Demo Videos with Claude Design in 2026
  2. Apr 13

    Higgsfield’s “Hell Grind” Original Series — synopsis, cast, Seedance 2.0, and the AI slop frame

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