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ITHome · AI6565 ITHome · AI6565 US tech stocks suffer heavy selling: five billionaires lose $1529 billion in wealth in a single day
After the US midterm election, the US stock market encountered a large-scale sell-off on November 5, with technology stocks and the AI hardware industry chain being the main declining sectors. Elon Musk's net worth decreased by 91.2 billion US dollars in a single day, and Elon Musk, Michael Dell and others combined shrinkage of 152.9 billion US dollars. The Philadelphia Semiconductor Index fell by about 12%, creating the second largest single-day decline in history.
OpenAI News4545Flipsnack enhances ChatGPT ad product registration through conversion optimization
Flipsnack focuses on ChatGPT advertising campaigns to acquire product trials, reducing registration costs while increasing signups.
OpenAI News5555Merge integrates OpenAI technology, launching products and business tools
Merge uses GPT-6 Astra, ChatGPT, and Codex tools to review product code and assist in marketing efforts, and its team also uses AI to plan executive dinners and prepare sales updates.
Artificial Analysis ArticlesFeaturedSame story · 5 outlets7272Thinking Machines released Inkling 2 Small, Artificial Analysis Intelligence Index score 31
Thinking 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).
ITHome · AIFeatured7878 Ant Group's Baidu Ling-3.2-flash releases a native multimodal model, with three benchmarks surpassing Claude Opus 5
Ant Media official team releases native multimodal model Ling-3.2-flash, with a total of 560B parameters, 25B activation parameters, and 1M context window, supporting image, text, and video input.
Why it matters: The original provides three benchmark comparisons and API pricing, allowing readers to judge the capability position and call cost of this multimodal model.
36Kr · AIFeaturedSame story · 6 outlets8484 Google has launched a video generation model, Gemini Omni 1.2 Flash, with a 30% price reduction
Google launched the video generation model Gemini Omni 1.2 Flash on November 5 local time, and fully opened it in Gemini API and Gemini for Business. The model introduces native 15-second video creation, multi-round conversational editing, and enhanced reference following capabilities, with a 30% price reduction compared to Gemini Omni 1.1, priced at $0.07 per second in 720p resolution.
Same story · 6 outlets- Google AI Blog · Google releases Gemini Omni 1.2 Flash, supports 15-second videos and cuts prices by 30%First
- Google DeepMind · Google DeepMind has released Gemini Omni 1.2 Flash, supporting 15-second videos and reducing the price by 30%.
- The Decoder · Google has released the Gemini Omni 1.2 Flash video generation model, extending duration to 15 seconds and reducing the price by 30%.
- ITHome · AI · Google has released the Gemini Omni 1.2 Flash video generation model, with a native duration of 15 seconds and a 30% price reduction compared to 1.1.
36Kr · AISame story · 4 outlets3535 OpenAI has launched Images 2.6, with a 50% improvement in image generation speed.
OpenAI has released the image generation model Images 2.6, with a 50% improvement in image generation speed compared to the previous version, and has added GIF generation functionality. It is now available to users worldwide.
Same story · 4 outlets- The Verge · AI · ChatGPT can now generate animated GIFsFirst
- The Decoder · ChatGPT supports generating dynamic GIFs based on the OpenAI Images 2.6 model.
- ITHome · AI · OpenAI has launched the Images 2.6 model, and ChatGPT now supports direct generation and editing of GIF animations.
- 36Kr · AI · OpenAI launched Images 2.6, with a 50% increase in image generation speed, and added GIF generation functionality
vLLM BlogVeRL-Omni v0.3.0 released: asynchronous training and broader multimodal post-training support.
VeRL-Omni v0.3.0 released, extending asynchronous execution to more multimodal reinforcement learning workloads, setting the V1 trainer as the default option, and expanding post-training support for images, video, audio, and multimodal understanding.
Hugging Face Daily Papers5252
Open-HumanScale: Open-source solution helps extend embodied foundation models to human-machine experience.
Open-HumanScale is the first open-source solution to support the extension of embodied foundation models with egocentric pretraining to 50,000 hours, with its core dataset Open-HumanScale-50K containing 50,000 hours of densely annotated human hand actions and natural language egocentric video data.
ITHome · AI6565 MediaTek recruits former Intel executive to deepen AI chip packaging strategy
MediaTek has recruited Navid Shahriari, a former Intel executive with 37 years of experience, as Senior Vice President to oversee advanced packaging and testing. The core task is to deepen cooperation with TSMC to promote the CoWoS+EMIB dual-track packaging strategy, and to strengthen the product capabilities of AI chips. MediaTek's first AI ASIC product will start shipping in September 2026, with estimated revenue of $2.5 billion in the fourth quarter, aiming for $16 billion in revenue and a 20% market share in 2027.
36Kr · AISame story · 4 outlets OpenAI has launched the cybersecurity model GPT-6 Cyber
OpenAI has launched GPT-6 Cyber, a cybersecurity model that discovers and verifies exploitable vulnerabilities. The first batch is being opened to Daybreak Red customers through API and Codex, with access gradually expanding.
Same story · 4 outletsITHome · AIFeaturedSame story · 4 outlets8080 OpenAI releases cybersecurity-focused model GPT-6 Cyber, ExploitGym benchmark improvement of 51%
OpenAI releases cybersecurity-focused model GPT-6 Cyber, scores 48.5% in ExploitGym tests, a relative improvement of about 51% compared to GPT-5.6 Cyber's 32.1%
ITHome · AI NVIDIA breaks through AI memory bottlenecks: HBM only increased by about 3%, with the maximum improvement in agent throughput per dollar up to 30 times.
NVIDIA proposed 'Full-Stack Co-Design' to break through AI memory bottlenecks. NVFP4 compresses model weights and KV cache, NVL72 distributes weights across 72 GPUs, Vera CPU provides buffering, Dynamo software migrates context, and RAG indices remain on the CPU and storage side.
ITHome · AISame story · 2 outlets NVIDIA measured the Vera CPU, which is 60% more agents per watt than the fastest x86 CPU.
NVIDIA announced the measured data of the Vera CPU on agent workloads, supporting 1.6 times the number of agents per watt, which is 60% more agents per watt than the fastest x86 CPU; Partners like Perplexity and DeepInfra tested showing that Vera running agent encoding tasks is 1.5 times faster than traditional CPUs, and agent orchestration tasks can be up to 2.2 times faster.
Same story · 2 outlets
Ollama releases6565Ollama supports Xiaomi MiMo V2.6 model and AutoTrust decision model
Ollama now supports Xiaomi MiMo V2.6 (9B parameter code and agent workflow model), as well as AutoTrust decision model (including 9B, 35B, and 27B-VL versions, 35B and 27B-VL can handle images)
MarkTechPostSame story · 4 outlets6262Baidu released ERNIE 5.5 Flash Base: a 280B MoE base model, activating 14B parameters per token.
Baidu released ERNIE 5.5 Flash Base, a 280B parameter sparse MoE base model, activating 14B parameters per token, supporting 128K training context and 1M inference context.
The Verge · AISame story · 2 outlets6565Perplexity launches its work-style AI agent Teammates
Perplexity launches work-style AI agent Teammates, which can play multiple roles within the workspace and utilize existing projects, skills, and memory; it requires a subscription to Perplexity Computer and payment of $200 per month for the Max plan to use, supporting interaction with the agent through the Perplexity app and Slack.
Same story · 2 outletsHow the accounts differ:The Verge states Teammates can play multiple roles and utilize existing projects, skills, and memory, while The Decoder focuses on its ability to handle ongoing projects independently.
TechCrunch · AISame story · 3 outlets6565Airbnb announced that it will launch an AI travel agent in the first half of 2027
Airbnb 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.
ITHome · AIFeaturedSame story · 6 outlets9494 Google has released the Gemini Omni 1.2 Flash video generation model, with a native duration of 15 seconds and a 30% price reduction compared to 1.1.
Google has launched the Gemini Omni 1.2 Flash video generation model and made it available on the Gemini API and the Gemini for business platform. The new native version supports videos up to 15 seconds long, with customizable durations from 3 to 15 seconds in 1-second intervals. The 720p generation price is $0.07 per second, a 30% reduction compared to the 1.1 version.
Same story · 6 outlets- Google AI Blog · Google releases Gemini Omni 1.2 Flash, supports 15-second videos and cuts prices by 30%First
- Google DeepMind · Google DeepMind has released Gemini Omni 1.2 Flash, supporting 15-second videos and reducing the price by 30%.
- The Decoder · Google has released the Gemini Omni 1.2 Flash video generation model, extending duration to 15 seconds and reducing the price by 30%.
Sierra Blog6565Sierra launches AI accelerators to simplify customer experience base processes
Sierra releases AI accelerators, providing preset customer experience base processes (such as order tracking, appointment scheduling, identity verification, etc.) and general integrations, Ghostwriter handles business customization, allowing companies to focus on core business. Accelerators include cross-industry general features (multilingual interaction, satisfaction collection) and industry-specific features (financial domain dialogue guards, medical domain patient authentication), supporting independent updates and cross-system integration, and will open self-built and shared features in the future. The first batch of accelerators has gone live in Agent Studio.
Ars Technica · AISame story · 2 outletsLawsuit: Man accused wife of murder, claims ChatGPT assisted in planning
Cheryl Gates from North Carolina is accused of using ChatGPT to plan a murder for her husband James, involving oleander toxin and seeking to cover up the murder; OpenAI and Sam Altman are sued in California for allegedly failing to implement technical safeguards to terminate suspicious conversations; Cheryl Gates initially claimed her queries were for self-defense research.
Same story · 2 outlets
Ars Technica · AI6565Google: Schools can keep the search service while skipping Gemini, but the AI search service is mandatory
Google's new AI policy requires K-12 schools to use its AI products, but schools can choose not to use Gemini and need to enable the AI search service separately; this policy has caused dissatisfaction among educators and parents, and Google later clarified that schools cannot completely skip the AI search.
LangChain Deep Agents releases1515LangChain Deep Agents 0.2.5 released
LangChain Deep Agents 0.2.5 released, fixes bugs related to matching compressed input budget with selected model, retaining truncated responses when `ModelRefusalMiddleware` throws errors, and applying delays to in-app `uv` installation on Windows.
AWS Machine Learning Blog5858Amazon Bedrock AgentCore has added the Web Answer feature
Amazon Bedrock AgentCore announced the official launch of the Web Answer feature, which provides synthesized answers to natural language questions with source citations through a single tool call. This feature compresses the entire process of searching, retrieving, synthesizing, and citation extraction into a single request, allowing users to get answers with source URLs in just a few seconds. Web Answer runs on AgentCore Gateway, supports current web information retrieval, and includes built-in responsible AI security mechanisms.
404 MediaSame story · 2 outletsMeta halts update to commercial terms after widespread opposition to AI training conditions
Meta announces suspension of the commercial terms update scheduled to take effect on November 20, which requires business accounts to allow Meta to use their website content as AI training data, drawing strong opposition from journalists and users. The terms, previously postponed from October 30 to November 20, have been temporarily banned by a Norwegian court, and UK regulators have launched an investigation. Meta says it will consult stakeholders and provide further updates at a later date, with existing terms continuing to be effective temporarily.
Same story · 2 outlets- The Verge · AI · Meta delays AI licensing terms executionFirst
- 404 Media · Meta updates its commercial account AI data usage terms, users in the EU and UK can object
How the accounts differ:The Verge states the delay is due to global publisher opposition; 404 Media mentions artist and small business dissatisfaction and the ability for EU and UK users to object.
Codex releases00GitHub Copilot 0.168.0-alpha.7 released
GitHub Copilot 0.168.0-alpha.7 released, specific update content not announced.
LangChain Deep Agents releases3535LangChain Deep Agents v0.7.33 released
LangChain Deep Agents v0.7.33 released, defaulting to error reporting when the model refuses and reporting sub-agent refusal, adding asynchronous sub-agent notification metadata, recording sub-agent checkpoint task call ID. Fixed issues with Python `grep` fallback file range limitation, long result line truncation, and compression failure error reporting, and officially formalized the rubric middleware.
LangChain Deep Agents releases1515LangChain Deep Agents 0.7.34 released
LangChain Deep Agents 0.7.34 released, fixed the summary truncation handling issue, and addressed the problem by anchoring the message ID.
Cursor ChangelogFeatured7878Cursor 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.
Why it matters: Cursor integrates website building, database, authentication, and deployment into cloud-based intelligence, allowing readers to judge how much the development threshold for internal tools will be reduced.
Browser UseClaude Code v2.1.159 release
Claude Code v2.1.159 released, supports 8k context window, performs excellently on SWE-bench Verified; Anthropic launches Browser Use open-source library, allowing AI agents to control browsers via Chrome DevTools Protocol, providing Browser Use Cloud and Browser Use Agents services.
The DecoderFeaturedSame story · 4 outlets8585OpenAI releases GPT-6 Cyber security model, capable of finding vulnerabilities and providing repair solutions
OpenAI launches GPT-6 Cyber, trained to find software security vulnerabilities, capable of discovering defects, building usable exploits, and suggesting patches. OpenAI claims it did not exceed boundaries in 99.93% of tests without special security instructions, compared to 94.49% previously; ExploitGym score 48.5%, previous GPT-5.6 Cyber was 32.1%.
TechCrunch · AISame story · 2 outlets6565Meta launches the Muse AI model video chat feature.
Meta announces that its consumer AI agent Muse's voice and video chat features Muse Realtime Avatar and Muse Realtime Voice are now available to all users in the United States. Users can engage in real-time conversations by interacting with the cute animated avatar Jolly, which can be customized according to user preferences and uses subtle expressions and gestures that match the mood of the conversation.
Same story · 2 outletsHow the accounts differ:The Verge mentions the voice mode is available in iOS and will soon apply to Meta's AI glasses and upcoming Muse Charm device; TechCrunch does not mention these details.
Newcomer6565Introducing Emergent, the startup list introduced by founders
Newcomer, in partnership with Felicis, has launched a list of startups for its founder selection program, Emergent, which includes 29 companies considered by peers to have the potential to become era-defining companies at the seed and earlier stages. The companies span areas such as tools, hardware, open-source technologies, AI-native services, and support. Some founders shared their reasons for nomination, and many of the founders on the list will attend the Cerebral Valley AI Summit, which will be held in San Francisco on November 12.
NVIDIA NewsroomSame story · 2 outlets5858NVIDIA Vera released: Balancing maximum throughput and fastest agent performance.
The NVIDIA Vera processor outperforms the fastest and most energy-efficient x86 CPUs in a 100 megawatt data center comparison, achieving industry-leading agent speed and boosting agent density by 1.6 times per watt. Early adopters like Perplexity and DeepInfra have validated 1.5x and 2.2x agent task acceleration in production testing.
Hugging Face BlogFeatured7171NVIDIA 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.
Why it matters: The original text provides four open-source weight checkpoints and a four-stage training recipe, allowing readers to judge how to adapt the world model to their own sensors and robot bodies.
The Verge · AISame story · 2 outlets6565Meta Muse AI agent adds voice mode and dynamic emotive avatar
Meta allows users to have real-time voice conversations with the Muse AI agent, CEO Mark Zuckerberg announces the feature has been rolled out to some users. In the iOS app, the Muse agent's avatar animates in real-time based on the conversation content. Users can adjust the voice tone by asking the agent or browsing the avatar settings options. This voice mode has now launched in the US region and will soon be applied to Meta's AI glasses and the upcoming Muse Charm device.
Same story · 2 outletsHow the accounts differ:The Verge mentions the voice mode is available in iOS and will soon apply to Meta's AI glasses and upcoming Muse Charm device; TechCrunch does not mention these details.



















