#Multimodal

AILiquid AI released d1 with vision support, accepting images, text, or both as inputs. In tests on six real applications, d1 matched or beat GPT-6.1 Sol on four while costing 19x to 200x less than both GPT-6.1 Sol and Claude Opus 5.5. It returns probabilities for yes/no, choice, or score questions in one forward pass, with text decisions in 200 to 300 ms.

AILiquid AI's vision-enabled decision model d1 inspects parts directly from camera images and is described as the best such model currently on the market. It reaches 85% to 97% accuracy across four VisA inspection tasks covering circuit boards, candles, cashews, and chewing gum. It understands each task from a short description without task-specific training.

AILiquidAI has released d1-omni-600M on Hugging Face, a 587M-parameter model that answers named yes/no, choice and score questions over text, images or up to 30 seconds of speech in a single forward pass. It returns typed answers with zero output tokens by reading the model's distribution over options, and is built on LFM2.5-Encoder-350M with a 16,384-token context length. The model is not a chat model and does not generate text.

AIVibe coding, paw edition. 🐶 𝗗𝘆𝗻𝗮𝗺𝗶𝗰 𝗗𝗲𝘀𝗶𝗴𝗻, 𝗽𝗼𝘄𝗲𝗿𝗲𝗱 𝗯𝘆 𝗦𝗲𝗻𝘀𝗲𝗡𝗼𝘃𝗮 𝟲.𝟴 𝗙𝗹𝗮𝘀𝗵 𝗣𝗿𝗲𝘃𝗶𝗲𝘄, 𝗯𝗿𝗶𝗻𝗴𝘀 𝘀𝘁𝗮𝘁𝗶𝗰 𝗶𝗺𝗮𝗴𝗲𝘀 𝘁𝗼 𝗹𝗶𝗳𝗲.

AILiquid AI has released d1-3B, a 3B parameter multimodal model post-trained to return calibrated, typed answers to yes/no, choice, and score questions in one forward pass. The source reports a Decision Index 0.2.1 score of 48.57, the highest among models under 10B in its table, and 8 ms per decision on an NVIDIA RTX 4090.

Why it matters: The source gives benchmark scores against named peer models and edge latency figures across several hardware targets, helping readers judge fit for on-device decision pipelines.

AISwedish bearing maker SKF has used AI to recreate Hollywood star Greta Garbo, who died in 1990, in an advertisement. The AI-generated figure says it returns for one final work, with its image built from text prompts and its voice trained on audio from one of Garbo's early films. SKF said the project was approved by Garbo's estate and family.

AILiquid AI introduces d1, its first decision model, now accepting both text and images. The company says d1 matches or beats GPT-6.1 Sol on four of six tested applications, at 19x to 200x lower cost and with faster answers on every task. d1 is available on the Liquid AI API and through Vercel and OpenRouter, with text-only support on those two platforms for now.

Why it matters: The post gives benchmark comparisons against named models along with per-token pricing and latency figures, which makes the cost and speed tradeoff checkable.

AIBoris Power says GPT-6 can work autonomously on 3D design for hours while its results keep improving, a gap other models failed to match because they could not recover from mistakes. Design Arena reports GPT-6 Astra took #1 on four leaderboards, including 3D Design at 1484 and Frontend at 1397, a month after release.

AIPerplexity's Computer can build custom vertical AI apps, such as one that guesses an image's location using 3D and satellite views. The example app was built with the Perplexity SDK for web search, local place lookups, and visual clue extraction, and it uses Cesium for the 3D globe and satellite imagery.

AIKling AI used its Kling 4.0 model to produce "The Beat," a short film built around a 30-second continuous shot and surpassing 5 million impressions across social platforms. The model's native 30-second generation, Omni Reference supporting up to 15 multi-modal references, Multi-Keyframe control for up to 10 keyframes, and 10-bit HDR output shaped the film's continuity, consistency, and color. The post walks through these features shot by shot.

AIAleph Alpha has released Kolibri, a model with 78B total parameters, 3.46B active, and up to 1M tokens of context, under Apache 2.0. The quoted post says the weights can be run on the user's own hardware. Cohere's own post is a short endorsement of the release.

AIFelix Rieseberg, who posts from Anthropic's account, says this is his favorite Claude music video so far. He prefers Claude as a human-directed tool for making art rather than generating art unattended, though he enjoyed this one, which he calls a little meta.

AICohere evaluated North Small Translate on WMT26 benchmarks, which were released after the model was created, so the model could not have been trained on them. This timing is presented as a safeguard against training contamination in the reported measurements.

AICohere reports that after the first training step, its model could already translate over 90% of the training documents, which created a data problem. Kocmi describes how the most difficult samples were used to strengthen North Small Translate's capabilities. This post is part 3 of a six-part thread.

AIAlephAlpha has released Kolibri, a German-English model with 78B total parameters, 3.46B active, and context up to 1M tokens. The weights are available under Apache 2.0 for running on users' own hardware. Cohere's Aidan Gomez congratulated the team on the model and its detailed technical report.

AIfal says H3 Max Reference-to-Video now supports first, middle, and last frame control. Users can set keyframes, choose when the middle frame appears, and add image or video references to guide the scene.

AIxAI has released an experimental TypeScript SDK, installable via npm install @xai-official/sdk, that covers text, voice, image, and video in one package. It provides access to the latest Grok models along with server-side tools including real-time X search, web search, code execution, and remote MCP.

AIGoogle's September 2026 roundup highlights Gemini 4 Argon, a frontier model with a 1-million-token output limit aimed at complex tasks such as cybersecurity defense. Argon is rolling out first to trusted cyber defenders through the Fairwind Program, with developer, enterprise, and consumer access to follow after guardrail feedback. The post also covers Gemini 3.8 Flash, Connected Apps in Gemini, and WeatherNext 3.

AIHailuo AI, owned by MiniMax, posted a short film exploring "sonder," the realization that every stranger lives a life we cannot fully know. The film blends cities, crowds, animals, plants, and surreal creatures to ask how "the other" might exist within nonhuman and hybrid forms of life. The post was tagged #minimaxh3, #minimaxdesign, #surrealism, and #collage.

AIKling 4.0 is in closed beta, with an official launch planned for October, and supports video up to 30 seconds long with up to 4K resolution and 10-bit HDR output. Creator Johnson Sheng reports stable dynamic motion, consistent characters and props across shots, and an unedited 30-second fight sequence, while noting that Kling 4.0 is aimed at commercial production.

AIApple Machine Learning Research reports that discrete diffusion steps match the training distribution only when simultaneously written token positions are conditionally independent given already-fixed tokens. The authors show that per-position distributions cannot determine such dependence, and on the synthetic ScanAndAdd task, confidence-ranked groups of two or more positions were dependent and produced a generated distribution 29 times the sampling-noise floor in total variation.

AINVIDIA has released PixelUMM, an encoder-free unified multimodal model with 15,199,672,064 parameters that handles text, image, and video understanding and generation directly in pixel space. It represents images as 16-by-16 RGB pixel patches on a Qwen3-8B language backbone, with iterative denoising for generation. The checkpoint is licensed for non-commercial research or evaluation only, while the source code is under Apache License 2.0.

AIPerplexity open-sourced pplx-decider-27b, a state-of-the-art multimodal Decision Model, and offers it through a new Decisions API. Input tokens cost $0.04 per million and output tokens are free, with further price cuts promised in the coming days.

AIKrea has made FLUX 3 Image available on its platform. The model supports multi-turn edits that leave all other pixels unchanged, layout via bounding boxes, generation up to 4K, and composition with up to 10 references.

AIHiggsfield has launched FLUX 3 Image, a new Black Forest Labs image model, now available on its platform. The model lets users edit a single detail without altering the rest of the image, place objects using bounding boxes, combine up to 10 reference images, and generate output at up to 4K resolution.

AIPika has launched Camera Director, an app that reframes any shot to show it from different camera angles while preserving the original content. A quoted post praises its quality and says it is useful for real-world work.

AIPika has launched a new AI creative platform offering more than 40 apps covering needs from finishing edits to full video ads. The company describes the product as built for creatives and designed to meet exacting output standards.

AIReplicate says it is powering Griffin from Tavus on its platform. Tavus describes Griffin as the first model to pass the video Turing test, with 48% of live conversation participants believing it was a real human. The model ranks first on NVIDIA's full-duplex AI video benchmark.

AIRunway Labs has introduced Project Continuum, a research application exploring operating-system-style interfaces built around real-time video. The announcement links to a short demo walkthrough showing the concept in action.

AIGoogle is launching Guided Vision in Gemini Live on compatible Android devices, letting users share their camera for spoken descriptions and follow-up questions. The model was trained with Aira on tens of thousands of hours of visual interpretation and tested by more than 1,000 members of Aira's Trusted Tester network. The feature is not a medical device, mobility aid, or navigation tool, and it requires Android 9 or later.

Why it matters: The launch shows how a real-time visual model was trained and tested with blind and low-vision users, a practical reference for accessibility-focused AI design.

AINVIDIA announces that developers can build visual AI agents from a prompt using NVIDIA Cosmos and VSS 3.3. The post is a broadcast announcement that links to a live stream and provides no further technical details.

AIRunway says its real-time video model generates animated, interactive overlays called portals that illustrate any concept, place, or simulation while users browse. The post describes the feature as a demonstration without listing pricing, availability, or technical specifications.

AIRunway says its video model recomposes a scene with spatial awareness when the interface is resized. Users can click inside the output to interact with it directly in real time.

AIMeta names Ranveer Singh the first Brand Ambassador for Ray-Ban and Ray-Ban Meta in India and launches Ray-Ban Meta (Gen 3) there, starting at INR 44,300. Gen 3 offers up to nine hours of battery life, a 12 MP camera, and a 6-mic array that cuts more than 90% of background noise. Ray-Ban Meta Audio, weighing 43 grams, is coming soon.

AIPareto 26.10 Preview is a multimodal composite model built for research, coding, and agentic workflows. It is described as delivering frontier-level performance across a broad range of general-purpose tasks, though the source excerpt is a preview and provides no benchmark scores, parameter counts, pricing, or availability details.

AIHugging Face's Merve Noyan says the company already offers four video series on YouTube for viewers who want to learn how to do it. She links to one playlist in the post, but the post does not specify which topic the series cover.

AICloudflare's AI Search is now generally available, adding native image embeddings for visual retrieval, OCR for scanned PDFs, and a 10 MiB file limit up from 4 MiB. Billing begins November 1, 2026, charged per ingested token, stored GB-month, and query, with a free monthly allotment on all Workers plans.

AIEthan Mollick says he was wrong to think coordinating AI agents would require careful human-designed management structures. He points to personal agents like dots and Muse, and to a swarm of thousands of OpenAI agents that solved a Navier-Stokes problem in 88 hours with thin coordination. He argues many management problems stem from human limits, which agents lack, so people should mainly guide direction while agents handle organizing.

AIManus 2.0 introduces Video Editor, which lets users refine videos Manus generates, including changes to music, captions, and cut timing, without regenerating the entire video. The article describes Manus creating explainers, launch films, and animations from a single prompt, drawing on web search, video models such as Seedance 2.5, and code for motion graphics.