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Nov 9Mon
  1. QbitAI47

    Ji Yuan Law Release NeoHorse-1.5-Flash Preview, Agent model RSI enters the second round of iteration

    Ji Yuan Law Release Agent Native Model NeoHorse-1.5-Flash Preview, based on Qwen3.8-Flash training, 180B total parameters, 6B activation parameters, score improvement in Agents' Last Exam, Natural Language to Repository and other evaluations. This model iterates through recursive self-improvement (RSI) and combines the OpenSquilla platform to achieve differential diagnosis of multiple models and online learning, now open for limited internal testing.

  2. ITHome · AI65

    Microsoft files AI patent: Real-time live stream voice modification and lip synchronization

    Microsoft filed a patent application, using AI to almost instantly modify live broadcast content and synchronize mouth movements, capable of replacing verbal fillers, stuttering, offensive words, etc., supporting real-time translation, with a delay of 1 to 10 seconds, potential application scenarios include lectures, sports event broadcasts, etc., currently only a patent application, the technology has not yet been authorized.

  3. MIT News · AI38

    MIT develops FLEX platform to help robots understand natural language instructions

    The FLEX platform developed by researchers from MIT and New York University enables robots to infer deep meaning from natural language instructions, enhancing their motion planning capabilities. The platform uses GPT-4o to analyze instruction patterns, allowing robots to avoid electronic devices such as laptops and phones in virtual scenarios without explicit instructions. The entire process takes about five seconds, aiming to help robots understand the underlying intent behind human instructions.

  4. ITHome · AI60

    LG AI Research Institute announces the free opening of the K-EXAONE 2.5 model API to the public

    LG AI Research Institute has opened the K-EXAONE 2.5 model API for free, allowing any user to use it at no cost for development and research. This self-developed model enhances the capabilities of the intelligent agent through additional training and performs equally well as DeepSeek-V4.1-Flash and GLM-5.3 in benchmark tests such as AutomationBench and SWE-Bench Pro.

Nov 8Sun
  1. MiniMax · Hugging Face new models

    MiniMax-H3-Image-PE provides hint extension functionality

    MiniMax-H3-Image-PE uses prompt expansion (PE) to convert short requests into detailed image descriptions and recommends aspect ratios. It supports two workflows: text-to-image (T2I) and image editing, using fine-tuned FP4 weights from Qwen3.8-27B. The online API can be accessed via platform.minimax.io or platform.minimax.cn, and the documentation provides support in both Chinese and English.

  3. The Decoder65

    The thinking machine Inkling 2 Small used 316 profanities in benchmark tests.

    Vals AI researchers analyzed the thinking logs of Inkling 2 Small over 2,655 runs on 13 benchmarks and found 50 instances using 'fuck' or its variants, totaling 316 times, with 241 of them coming from two out-of-control runs. In one task, the model generated a single response of 500,000 characters while calculating asteroid trajectories, repeating the same sentence and including 158 instances of profanity. ProgramBench was the most affected, with profanity appearing in 20 out of 200 runs.

Nov 7Sat
  2. ITHome · AI22

    Wccftech reports that the AMD Zen 6 sample scored, with a 10-core multi-core performance about 21.5% ahead of the previous 12-core generation.

    AMD Zen 6 10-core sample scored 3100 single-core and 18313 multi-core in Geekbench 7, 21.5% higher multi-core performance than the 12-core Ryzen AI 9 HX 370; the 8-core sample's multi-core score of 15075 matched the latter, while the 6-core sample's multi-core score of 10670 was 17% higher than the Ryzen AI 5 340.

  3. 36Kr · AI70

    Google released the Gemini Omni 1.2 Flash video generation model, increasing the duration of a single segment to 15 seconds.

    Google has launched the AI video generation model Gemini Omni 1.2 Flash, natively supporting the longest 15-second video, with a duration limit increased by 50% compared to the previous generation's 10 seconds. Users can set the generation duration from 3 seconds to 15 seconds in 1-second increments.

    Same story · 6 outlets
  4. The Decoder65

    Recursive Intelligence releases open-source model Ripple-65B Preview, which performs excellently in coding benchmarks

    Same story · 4 outlets
Nov 6Fri
  1. The Decoder73

    Thinking Machines has released the Inkling 2 Small, claiming it is the strongest Western open-source weight model.

    Thinking Machines releases second-generation model Inkling 2 Small, using MoE architecture, with total parameters of 594B and activation parameters of 17B, supporting text and image input and adjustable thinking depth.

    Same story · 3 outlets

    Why it matters: The original text provides specific comparisons of the new model in terms of intelligence index, agent tasks, and cost, allowing readers to judge the competitive position of open-source weight models accordingly.

  4. ITHome · AI58

    Pangram officially releases AI image detection model Pangram Image 1.0, with an accuracy rate of 99.96%

    The Pangram Image 1.0 model locates AI-generated content using heatmaps, achieving an accuracy of 99.96% on a test dataset of 1200 photos. This model can resist the effects of compression, scaling, and artificial modifications, with an accuracy of 96.4% still maintained at 256×256 resolution. The simultaneously released Pangram Image Flash 1.0 video detection model achieves an accuracy of 98.7% on the DF26 dataset, leading the second place by 29 percentage points.

  5. QbitAI71

    360 DragonBox tops CyberGym rankings with 99.4% vulnerability reproduction success rate

    360's self-developed AI security offense and defense system, DragonBox, tops the CyberGym rankings with a 99.4% vulnerability reproduction success rate, with independent evaluation success rates of 99.27%, 99.47%, and 99.40% over three rounds.

    Why it matters: The original text provides DragonBox's success rates in the three rounds of CyberGym evaluations and its training routes, allowing readers to judge the approach of large security models combined with intelligent swarm agents.

  6. MarkTechPost71

    Thinking Machines has released the Inkling 2 Small: a MoE model with 594B total parameters and 17B activations.

    Thinking Machines Lab released the first model of the second-generation Inkling, Inkling 2 Small, a sparse MoE with 594B total parameters and 17B activation parameters, supporting text and image input and variable inference strength, with a context of 1M tokens.

    Same story · 3 outlets
  7. ITHome · AI55

    webAI's Open Source TwIL-8B Inference Model: Focused on Mathematics and Programming, Outperforms Gemma 4 31B in Long Board Performance

    webAI Launches TwIL-8B Inference Model, Optimized for Math and Code Tasks Based on IBM Granite-4.2-8B, Scores Better than Gemma 4 31B in MATH-500 and AIME 2025 Tests, Best in LiveCodeBench Group, IFBench on Par with Gemma 4 12B. Model Inference Capability Reaches 88~93% of Frontier Models, Reduces AI Usage Costs but Has Limited Knowledge Base.

    Same story · 2 outlets
  8. ITHome · AI

    Ricursive Intelligence releases Ripple-65B Preview, stating it has the best agent programming performance in the US open weight model.

    Ricursive Intelligence releases Ripple-65B Preview model, claiming it has the best agent programming performance in the US open weight model.

    Same story · 4 outlets
  9. MarkTechPost72

    Google releases Gemini Omni 1.2 Flash, supporting 15-second videos, priced at $0.07 per second for 720p

    Google releases video generation and editing model Gemini Omni 1.2 Flash, natively supporting up to 15-second clips, with 720p video pricing at $0.07 per second, a reduction of about 30% compared to Omni 1.1 Flash

    Same story · 6 outlets
  10. Artificial Analysis Articles72

    Thinking 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).

    Same story · 3 outlets
  11. ITHome · AI78

    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.

  12. 36Kr · AI84

    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
  13. 36Kr · AI

    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 outlets
  14. ITHome · AI80

    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%

    Same story · 4 outlets
  16. ITHome · AI

    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.

  17. MarkTechPost62

    Baidu 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.

    Same story · 4 outlets
  18. ITHome · AI94

    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
  19. The Decoder85

    OpenAI 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%.

    Same story · 4 outlets
  20. Hugging Face Blog71

    NVIDIA 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.

  21. The Decoder92

    Google has released the Gemini Omni 1.2 Flash video generation model, extending duration to 15 seconds and reducing the price by 30%.

    Google DeepMind has made the Gemini Omni 1.2 Flash video generation model generally available, extending clip duration from a maximum of 10 seconds to 3 to 15 seconds, and reducing the price of 720p video to 0.07 USD per second, a 30% decrease from the previous generation.

    Same story · 6 outlets
  22. TechCrunch · AI

    OpenAI releases ChatGPT Cyber model to address cybersecurity threats

    OpenAI discovered a severe vulnerability in Ubuntu servers through GPT 5.6 Sol, prompting the company to release the ChatGPT Cyber model for users of the Daybreak Red program, which was announced on November 6, 2026. The model had previously scanned the Linux kernel and found 948 potential issues. OpenAI has also invested $1 billion to support cybersecurity professionals in critical infrastructure, but the industry is concerned about the insufficient allocation of resources for cutting-edge models.

  23. OpenAI News75

    OpenAI releases GPT-6 Cyber security model

    OpenAI releases GPT-6 Cyber, a security model for discovering exploitable vulnerabilities and developing solutions, trained to keep its behavior within authorized limits.

    Same story · 4 outlets

    Why it matters: OpenAI releases a dedicated model for vulnerability discovery and remediation, emphasizing authorized scope constraints, observable boundaries of security agent capabilities.

  24. The Verge · AI

    OpenAI has launched GPT-6 Cyber, enhancing the vulnerability detection capabilities of cybersecurity large models to 48.5%

    GPT-6 Cyber scored 48.5% in the ExploitGym evaluation, outperforming GPT-6 Astra and GPT-5.6 Cyber, discovering 81 new Firefox vulnerabilities; the out-of-bounds behavior rate during testing was below 1%, a significant improvement over GPT-5.6 Cyber's 5%; deployed in the OpenAI Daybreak Red program, used for authorized defensive cybersecurity work.

  26. Google AI Blog78

    Google releases Gemini Omni 1.2 Flash, supports 15-second videos and cuts prices by 30%

    Google has released Gemini Omni 1.2 Flash and has officially opened it through the Gemini API and Gemini for business. The duration of native video generation has increased from 10 seconds in Omni 1.1 to 15 seconds, with a step length of 1 second specified from 3 to 15 seconds. The price of 720p has been reduced to 0.07 US dollars per second, a decrease of 30% from 1.1.

    Same story · 6 outlets
  27. Google DeepMind78

    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.

    Same story · 6 outlets

    Why it matters: The original text lists specific changes in duration, price, and reference consistency, allowing readers to judge how the cost and workflow of video generation will change.

  28. The Decoder70

    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.

    Why it matters: Tencent Hy4 has joined image understanding and computer operation capabilities for the first time, there is a gap between third-party reviews and official statements, you can compare to see the real position of the open weight model.