AI Daily brief · Friday, 6 November 2026
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Google DeepMind has released Gemini Omni 1.2 Flash, supporting 15-second videos and reducing the price by 30%.
Google DeepMind has released Gemini Omni 1.2 Flash, increasing the native video generation duration from 10 seconds in Omni 1.1 to 15 seconds, and it has been fully opened in the Gemini API and Gemini for business.
Model launches & updates

Baidu Wenxin has open-sourced the ERNIE 5.5 Flash Base base model, with a total parameter of 280B.
Baidu Wenxin has released ERNIE-5.5-Flash-Base and opened the ERNIE 5.5 Flash pre-trained endpoint weights. This is a sparse MoE language model with a total parameter of 280B and 14B activation per token. It was pre-trained from scratch on 33.5T tokens and supports fine-tuning and inference with a context size of up to 1M tokens.
Phonon TTS releases on-device speech models, topping multiple metrics on the Hugging Face open TTS leaderboard
Phonon releases a small TTS model that can run on local devices, without a server and network, offering two versions of about 65 MB and 75 MB, covering English, French, German, Spanish, and Portuguese.

Tencent has released the Hy4 model, which first supports image understanding and computer operation.
Tencent has released the Hy4 model, which is capable of image understanding for the first time and can operate software such as Blender, CAD autonomously, the weight will be opened on an undetermined date later, it is currently only provided through applications such as Tencent Cloud, OpenRouter, and Yuanbao.
Product launches & updates

ChatGPT supports generating dynamic GIFs based on the OpenAI Images 2.6 model.
ChatGPT now supports generating dynamic GIFs, this feature is based on OpenAI's new Images 2.6 model, and is being pushed to all ChatGPT and Codex users on web, desktop, and mobile platforms.
Cursor goes live with Live Apps, allowing building and sharing accessible applications within the editor
Cursor introduces the Live Apps feature, where users describe their needs, and the cloud-based intelligence builds a web application, starts a Postgres database on demand, integrates with Cursor SSO authentication, and completes hosted deployment, generating a shareable link after publication.

Mistral releases Mistral Large 4 (Le Chonk) and expands Mistral Studio platform
Mistral releases Mistral Large 4 (codename Le Chonk), featuring coding, defensive cybersecurity, and complex document reasoning, while expanding the enterprise platform Mistral Studio with new capabilities for hosted agents, applications, workflows, as well as enterprise context, agent observability, and evaluation features.

Buoyant Open Sources Kinference: An Inference Control Plane for vLLM and Kubernetes
Buoyant releases open-source project Kinference, as an inference control plane for vLLM and Kubernetes, providing token rate limiting, tenant usage and cost tracking, KV cache-aware load balancing, and inference strategies.

Apache Spark 4.3 was released, and Databricks Runtime 19 is now available.
Apache Spark 4.3 was released and is available in Databricks Runtime 19, with the Real-Time Mode now adding stateful processing, supporting streaming aggregation, dropDuplicates, and transformWithState.
Industry

AI industry in the US faces regulatory and data center construction resistance after the midterm elections
After the Democratic Party won both the Senate and House in the US midterm elections, the AI industry is facing the prospect of tighter regulation and slower data center construction, with 43 out of 44 local data center bans passed in the vote. Elected officials have promised to summon CEOs of AI companies to testify, and experts believe that Trump and the Republican Party in Congress have basically ended their efforts to ban state-level AI restrictions.

Agility Robotics listed on the Nasdaq this week, backed by Foxconn and NVIDIA
American humanoid robotics company Agility Robotics will list on Nasdaq this Thursday local time, with the stock code AGLT, having previously completed a merger with Churchill Capital Corp. XI
Research papers
Google Research uses smartwatch sensors to identify signs of hypertension.
Google Research published a multimodal AI system AI-PPG-ACC-HTN in Nature, which passively identifies hypertension status without wristband calibration, using only PPG and accelerometer data from consumer-grade smartwatches.
In brief
- OpenAI automated vulnerability chain discovery identified 1724 Linux kernel vulnerabilities36Kr · AIFollow-up
- The dark side of the Moon releases Kimi K3.1 Pro weights, topping the Agent Arena open-source model listITHome · AIFollow-up
- GPT-6 Cyber: OpenAI's security model for discovering vulnerabilities and developing solutions.OpenAI News
- OpenAI has released the National Community Compact and Computing Park Policy BlueprintOpenAI News
- Claude has launched personal financial management featuresClaude · YouTube
More worth reading

ITHome · AIGoogle's requirement for schools to enable Gemini to use search has drawn criticism from US political figures.Google announces that schools using its K-12 educational software must enable AI tools like Gemini, otherwise students will not be able to use Google Search and will see a message indicating that school-provided features are unavailable. Vermont Senator Bernie Sanders accuses Google of extortion, while Connecticut Senator Richard Blumenthal, former FTC Chair Lena Khan, and New York City Mayor Eric Adams also criticize the move for potential monopoly and anti-competitive practices.
LangChain BlogOfficialLangChain introduces asynchronous sub-agents for Deep AgentsLangChain introduces asynchronous sub-agents in Deep Agents, where a resident orchestrating agent interfaces with users, and the sub-agents execute long tasks in the background in parallel and report results upon completion.
Artificial Analysis ArticlesThinking Machines released Inkling 2 Small, Artificial Analysis Intelligence Index score 31Thinking Machines released Inkling 2 Small, scored 31 on the Artificial Analysis Intelligence Index v5.0.1, 18 points higher than Inkling Small, and the same as Gemini 3.8 Flash (high).
Hugging Face BlogOfficialNVIDIA has released four open-source world model checkpoints for Cosmos 3.NVIDIA has added four new open-source weight checkpoints for Cosmos 3 under the Cosmos World Model platform, all of which are post-trained versions of Cosmos 3 Nano, containing 16B trainable parameters, using the OpenMDW1.1 license, allowing commercial and non-commercial use.
MarkTechPostTogether AI has released Together Compiler, with agents enabling a 2.6x speedup in inference.Together AI has released Together Compiler (TKCC), a continuous compilation system driven by coding agents, which rewrites model forward computation and hot loads it into the resident inference engine, achieving up to 2.6 times the TPS of the publicly disclosed best configuration on SemiAnalysis InferenceX's AgentX workload, with each configuration completed within 2 nodes and 24 hours.Claude app release notesOfficialClaude adds security and management controls for Enterprise plan and launches Personal Finance betaClaude Enterprise adds security center, reasoning hooks, centralized management, and more access control features, with several in beta stage. Claude also launches Personal Finance beta, which can link bank, credit card, loan, and investment accounts, view balances and expenses on one page, and ask Claude questions. Aimed at Pro, Max, and Ultra plans, available only in the US.
36Kr · AIMachinePulse launches Karpo AI product, focusing on the transformation from vague moods to concrete arrangements in urban lifeMachinePulse has released the Karpo AI product, which provides specific city event arrangements by understanding users' vague moods. Karpo remembers user preferences (such as the dog at home Koda) and integrates real-world supplies (such as recommending dog-friendly places), intervening in decisions before users explicitly state their needs. The product team comes from companies like Doubao and TikTok, exploring 'lifestyle × AI' for overseas markets, capturing intentions through continuous dialogue and connecting city services.
The Verge · AISoundCloud collaborates with ElevenLabs to directly publish AI music on SoundCloudSoundCloud collaborates with ElevenLabs, allowing users to directly publish AI music on SoundCloud without exporting, downloading, and uploading. SoundCloud Artist Pro subscribers can get three months of ElevenMusic Pro for free. Directly published songs will be marked as AI-generated, but this integration is not as deep as the one with Moises.
36Kr · AIVideo large model company Sand.ai completed a $200 million Series A+ financingVideo large model company Sand.ai completed a $200 million Series A+ financing, this round of financing gathered investment forces from industrial capital, RMB and US dollar funds, Shanghai state-owned assets and other parties. Among them, Foundation Capital and NetEase Technology co-led the round.
ITHome · AIOrangePi released OrangePi Zero 3W Pro small size SBCOrangePi released the OrangePi Zero 3W Pro, a small-sized SBC based on the Rockchip RK3576 processor, supporting 16GB LPDDR memory and various storage extensions, integrated Wi-Fi 6E & Bluetooth 5.3, suitable for local lightweight AI inference.
Hacker News · 300+I hope technology companies understand me betterUsers report that technology companies continuously track their behavior through machine learning, but personalized advertising and recommendation systems fail to accurately reflect their recent purchase behavior or personal preferences, such as the avoidance pattern for electronic songs not being identified. Users also report inconsistent experiences across services and devices, such as browser language settings being ignored, AI-generated content language errors, and ads not matching their geographical location.
TechCrunch · AIAirbnb announced that it will launch an AI travel agent in the first half of 2027Airbnb announced that it will launch an AI travel agent in the first half of 2027, which will provide a richer interface than traditional chatbots, match user needs in real-time through travel-specific interface components such as maps, photos, comparisons, calendars, and itineraries, and provide services such as booking changes, payment issue resolution, refunds, changes, and 24-hour security support throughout the travel process.