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Thursday

  1. Sundar PichaiSelected

    Google releases Gemini 4 Carbon frontier model, claims first place on Intelligence Index

    Google releases its new-generation frontier model Gemini 4 Carbon, just two weeks after the release of Argon. The model ranks first with 59 points on the updated ArtificialAnlys Intelligence Index v5.0, and achieved scores of SEC-bench Pro 88.2%, ExploitGym 54.8%, and CWE-bench 71.0% in cybersecurity evaluations. Compared with Argon, Carbon shows significant improvement on long-horizon tasks, and frontier safety safeguards have also been strengthened; starting this week, it will first be opened to select trusted cybersecurity defenders, then expand the range of partners through the Fairwind Program, and gradually open up more broadly.

    Google releases its new-generation frontier model Gemini 4 Carbon, just two weeks after the release of Argon. The model ranks first with 59 points on the updated ArtificialAnlys Intelligence Index v5.0, and achieved scores of SEC-bench Pro 88.2%, ExploitGym 54.8%, and CWE-bench 71.0% in cybersecurity evaluations. Compared with Argon, Carbon shows significant improvement on long-horizon tasks, and frontier safety safeguards have also been strengthened; starting this week, it will first be opened

    Matched fieldsTitle、Summary

    #editorial#Model releases#Google#Evaluations / benchmarks
  3. Google AI

    Google Releases Gemini 4 Carbon, Focused on Cybersecurity and Long-Horizon Task Capabilities

    Google announced the launch of Gemini 4 Carbon, calling it its strongest model to date and saying it reaches leading levels in cybersecurity and long-horizon task capabilities. Carbon improves on its predecessor on most benchmarks and stands out in autonomous coding and cyber defense. The model is first being made available to some trusted cyber defenders in the Fairwind program, with access to be expanded as soon as possible afterward.

    Matched fieldsTitle、Summary

    #editorial#Model releases#Safety / alignment#Agents
  4. heise online

    Google and Xreal's co-developed Android XR glasses Aura go on sale, starting at $1,099

    Xreal Aura, the Android XR glasses developed by Xreal in collaboration with Google, is now on sale in the US, Canada, Japan and South Korea. The 12GB+256GB version costs $1,279 and the 16GB+512GB version $1,499, with promotional prices of $1,099 and $1,299 before the end of the year; shipping begins in mid-November. It weighs about 95 grams and uses a split architecture that puts the main computing unit and battery in a wired pocket host. It is powered by Qualcomm's Snapdragon Reality Elite chip and supports Gemini voice commands, hand tracking and a 70-degree field of view. Xreal says it offers more than 150 XR apps and experiences at launch, and is also launching a controller with a Gemini button and a wireless keyboard accessory.

    Xreal Aura, the Android XR glasses developed by Xreal in collaboration with Google, is now on sale in the US, Canada, Japan and South Korea. The 12GB+256GB version costs $1,279 and the 16GB+512GB version $1,499, with promotional prices of $1,099 and $1,299 before the end of the year; shipping begins in mid-November. It weighs about 95 grams and uses a split architecture that puts the main computing unit and battery in a wired pocket host. It is powered by Qualcomm's Snapdragon Reality Elite chip

    Matched fieldsTitle、Summary、Body

    #hot-signal#Industry news#English text is being prepared.#Multimodal
  5. heise onlineSelected

    Google releases Gemini 4 Carbon, succeeding Argon and focusing on exploit capabilities

    Google releases the new model Gemini 4 Carbon, replacing Argon, which was launched four weeks ago; initially it is available only to U.S. intelligence agencies and cyber defenders selected through the Fairwind program. Google says Carbon improved from Argon's 42% to nearly 55% on the Exploitgym benchmark, leads GPT-6 Astra with about 88% on SEC-bench Pro, and reaches 71% on CWE-bench. Pricing is $4 per million input tokens and $20 per million output tokens, with a 50% discount initially, and public availability is described only as "soon."

    Google releases the new model Gemini 4 Carbon, replacing Argon, which was launched four weeks ago; initially it is available only to U.S. intelligence agencies and cyber defenders selected through the Fairwind program. Google says Carbon improved from Argon's 42% to nearly 55% on the Exploitgym benchmark, leads GPT-6 Astra with about 88% on SEC-bench Pro, and reaches 71% on CWE-bench. Pricing is $4 per million input tokens and $20 per million output tokens, with a 50% discount initially, and pub

    Matched fieldsTitle、Summary

    #hot-signal#Model releases#Safety / alignment#Agents
  6. heise online

    Finnish police launch criminal investigation into Google data center construction

    Police in Oulu, Finland, have launched a criminal investigation into suspected violations of environmental regulations in the construction of a Google data center. The Muhos site is accused of excessive tree felling and deficiencies in drainage and water management. Google subsidiary Tuike Finland has been ordered by the regulatory authority LVV to stop felling, earthworks and blasting, and must submit a water management plan by next week. Google plans to invest at least 13 billion euros in Finland over the next two years to build digital infrastructure.

    Police in Oulu, Finland, have launched a criminal investigation into suspected violations of environmental regulations in the construction of a Google data center. The Muhos site is accused of excessive tree felling and deficiencies in drainage and water management. Google subsidiary Tuike Finland has been ordered by the regulatory authority LVV to stop felling, earthworks and blasting, and must submit a water management plan by next week. Google plans to invest at least 13 billion euros in Finl

    Matched fieldsTitle、Summary、Body

    #hot-signal#Industry news#English text is being prepared.#Google
  7. Analytics India Magazine

    Alphabet's Q3 revenue rises to $127.6 billion, Google Cloud revenue doubles

    Alphabet reported third-quarter revenue up 25% year-over-year to $127.6 billion, with operating profit of $40.6 billion and an operating margin of 31.8%. Google Cloud revenue rose from $15.2 billion in the same period last year to $30.7 billion, with backlog reaching $561 billion; search and other advertising revenue grew 12% to $63.4 billion, slowing from 17% and 19% in the previous two quarters. The Gemini app surpassed 1 billion users, the first-party model API processes nearly 32 billion tokens per minute, and this quarter it launched Gemini 4 Argon and announced Gemini 4 Carbon.

    Alphabet reported third-quarter revenue up 25% year-over-year to $127.6 billion, with operating profit of $40.6 billion and an operating margin of 31.8%. Google Cloud revenue rose from $15.2 billion in the same period last year to $30.7 billion, with backlog reaching $561 billion; search and other advertising revenue grew 12% to $63.4 billion, slowing from 17% and 19% in the previous two quarters. The Gemini app surpassed 1 billion users, the first-party model API processes nearly 32 billion tok

    Matched fieldsTitle、Summary、Body

    #hot-signal#Industry news#Google#English text is being prepared.
  8. Analytics India MagazineSelected

    Google Releases Gemini 4 Carbon, Focused on Cybersecurity and Coding Capabilities

    On October 28, Google released Gemini 4 Carbon, calling it its most powerful AI model to date, with a focus on improving cybersecurity and coding capabilities; it can identify software vulnerabilities, assess security risks, and generate remediation code. The model scored 88.2% on SEC-bench Pro, 54.8% on ExploitGym, and 71.0% on CWE-bench, and Google says these external security evaluations were run without guardrails. Carbon builds on Gemini 4 Argon, released two weeks earlier, and is initially available only to select cybersecurity defenders and trusted partners in the Fairwind Program, with no public access date announced yet; introductory pricing is $2 per million input tokens and $10 per million output tokens, rising to $4 and $20 afterward.

    On October 28, Google released Gemini 4 Carbon, calling it its most powerful AI model to date, with a focus on improving cybersecurity and coding capabilities; it can identify software vulnerabilities, assess security risks, and generate remediation code. The model scored 88.2% on SEC-bench Pro, 54.8% on ExploitGym, and 71.0% on CWE-bench, and Google says these external security evaluations were run without guardrails. Carbon builds on Gemini 4 Argon, released two weeks earlier, and is initially

    Matched fieldsTitle、Summary、Body

    #hot-signal#Model releases#Safety / alignment#English text is being prepared.
  9. gihyo.jpSelected

    Google releases Gemini 4 Carbon, strengthening long-duration development and vulnerability discovery and remediation capabilities

    On October 28, 2026, Google released the new model Gemini 4 Carbon, which improves coding and tool-calling capabilities over Gemini 4 Argon and strengthens cybersecurity defense capabilities spanning from vulnerability discovery and exploitability validation to remediation. On the Artificial Analysis Intelligence Index v5.0, Carbon scored 59, ranking first, while Argon scored 50; on Terminal-Bench 4.0, the cheating success rate was 0.0% and the attempted cheating rate was 0.4%. That week, the model was first made available to some cybersecurity defenders and gradually expanded through the Fairwind Program, before later being opened to developers, enterprises, and general users. Announced pricing is $2 per million tokens for input and $10 per million tokens for output.

    On October 28, 2026, Google released the new model Gemini 4 Carbon, which improves coding and tool-calling capabilities over Gemini 4 Argon and strengthens cybersecurity defense capabilities spanning from vulnerability discovery and exploitability validation to remediation. On the Artificial Analysis Intelligence Index v5.0, Carbon scored 59, ranking first, while Argon scored 50; on Terminal-Bench 4.0, the cheating success rate was 0.0% and the attempted cheating rate was 0.4%. That week, the mo

    Matched fieldsTitle、Summary、Body

    #hot-signal#Model releases#Agents#English text is being prepared.
  10. English text is being prepared.

    Google announces that Android XR core development tools have reached stable release, supporting Unity, Godot, and Unreal engines

    At Android Dev Summit 2026, Google announced that multiple core Android XR development tools have ended their preview phase and entered stable release, including the Jetpack XR SDK core libraries, the Android XR Emulator, and the Android XR Engine Hub. Jetpack SceneCore, ARCore for Jetpack XR, and the XR Runtime core libraries provide official product development APIs and support long-term interface stability and backward compatibility; the emulator allows development and debugging for XR glasses, audio glasses, and display-equipped glasses without physical devices. The stable release of Android XR Engine Hub supports the three major engines Unity, Godot, and Unreal, and can be used to launch performance analysis and view runtime data. On the same day, Google partnered with XREAL to launch the XREAL AURA glasses powered by Android XR.

    At Android Dev Summit 2026, Google announced that multiple core Android XR development tools have ended their preview phase and entered stable release, including the Jetpack XR SDK core libraries, the Android XR Emulator, and the Android XR Engine Hub. Jetpack SceneCore, ARCore for Jetpack XR, and the XR Runtime core libraries provide official product development APIs and support long-term interface stability and backward compatibility; the emulator allows development and debugging for XR glasse

    Matched fieldsTitle、Summary、Body

    #hot-signal#Product updates#Google#Open-source ecosystem
  11. The New Stack

    Google Opens Android Development Tools to Third-Party Agents Such as Claude Code and Codex

    At the Android Dev Summit, Google announced that Android Studio and the Android CLI are open to third-party coding agents. Bring Your Own Agent now supports more than 40 agents that follow the Agent Client Protocol, including Claude Agent, Codex, and Google's own Antigravity, and has become stable in Android Studio Rabbit 2. The new android preview command lets agents render Jetpack Compose previews in the terminal; Google says it completes UI tasks 77% faster and reduces token usage by up to three times, but did not explain how this was measured. Meanwhile, android device remote lets agents access physical devices in Google's lab. In the demo, Claude Code used LeakCanary to troubleshoot a memory leak and then fixed and retested it on its own; Google says such investigations are nearly twice as fast and use up to 25% fewer tokens. Google also launched Android Bench 2.0 to evaluate how models and agents perform on complex Android tasks.

    At the Android Dev Summit, Google announced that Android Studio and the Android CLI are open to third-party coding agents. Bring Your Own Agent now supports more than 40 agents that follow the Agent Client Protocol, including Claude Agent, Codex, and Google's own Antigravity, and has become stable in Android Studio Rabbit 2. The new android preview command lets agents render Jetpack Compose previews in the terminal; Google says it completes UI tasks 77% faster and reduces token usage by up to th

    Matched fieldsTitle、Summary、Body

    #hot-signal#Product updates#Agents#English text is being prepared.
  12. SiliconANGLESelected

    Google Releases Flagship Model Gemini 4 Carbon, Strengthening Cybersecurity Capabilities

    Google has released the frontier large language model Gemini 4 Carbon, focused on complex programming and cybersecurity tasks. Google says internal testing shows its ability to generate secure code is more than twice that of the previous generation, that it surpasses the previous record on SEC-bench Pro, and that it can better patch discovered vulnerabilities; in Terminal-Bench 4.0, only 0.4% of problems involved attempted cheating, and none succeeded, while in the Gray Swan IPI Benchmark it blocked all simulated indirect prompt injections. Carbon will open early access later this week through the Fairwind Program to organizations such as internet service providers, and Google plans to refine its guardrails based on feedback before making it broadly available.

    Google has released the frontier large language model Gemini 4 Carbon, focused on complex programming and cybersecurity tasks. Google says internal testing shows its ability to generate secure code is more than twice that of the previous generation, that it surpasses the previous record on SEC-bench Pro, and that it can better patch discovered vulnerabilities; in Terminal-Bench 4.0, only 0.4% of problems involved attempted cheating, and none succeeded, while in the Gray Swan IPI Benchmark it blo

    Matched fieldsTitle、Summary、Body

    #hot-signal#Model releases#Safety / alignment#English text is being prepared.

Friday

  2. Testing Catalog

    Google shuts down the Jules AI agent, with related capabilities to be merged into Antigravity

    Google's Jules agent will be gradually shut down, and the experience and planned features of its asynchronous coding agent will be merged into Antigravity. Jules officially stated that after the integration, users will gain both autonomous remote background task execution and an agent-first development environment. TestingCatalog also mentioned that traces of a new Chief of Staff agent have appeared in Antigravity.

    Matched fieldsTitle、Summary、Body

    #hot-signal#Industry news#Agents#Google
  3. Rohan Paul

    Google DeepMind paper proposes measuring AGI's economic impact using two thresholds: competence and coordination

    Google DeepMind has released the paper "The Economics of Intelligence," proposing the use of two thresholds—competence (single-task capability) and coordination (agent collaboration capability)—to characterize AGI's impact on the economy. The authors argue that AI has already shown changes in leaner startups, flatter organizational structures, and slower hiring for some entry-level positions, but that mass unemployment has not yet occurred; most benchmarks test only a single model, whereas firms compete as teams. The paper also cites a 100-person test in which groups paired for complementarity outperformed randomly paired groups by 32%, showing that AI models sharing the same weaknesses may lose to well-coordinated human teams even if they beat every individual one-on-one.

    Google DeepMind has released the paper "The Economics of Intelligence," proposing the use of two thresholds—competence (single-task capability) and coordination (agent collaboration capability)—to characterize AGI's impact on the economy. The authors argue that AI has already shown changes in leaner startups, flatter organizational structures, and slower hiring for some entry-level positions, but that mass unemployment has not yet occurred; most benchmarks test only a single model, whereas firms

    Matched fieldsTitle、Summary、Body

    #ai-news#Papers/Research#Agents#DeepMind
  4. gihyo.jp

    Google lets you create, preview, and edit PDFs and other files directly within the Gemini app

    On October 29, 2026, Google added the ability to directly create, preview, and edit files to the Gemini app and web version, supporting documents (text, Markdown, LaTeX), PDFs, presentations, and spreadsheets. Users can select content and ask Gemini to modify text or visual elements, and can continue asking follow-up questions to make adjustments. Generated files can be downloaded in their original format, opened in apps such as Google Slides, or uploaded to Google Drive via the export button in the upper right corner. PDF preview and editing are supported on both web and mobile, while other formats are supported only on the web; this feature is available to all languages and users who can use the Gemini app.

    On October 29, 2026, Google added the ability to directly create, preview, and edit files to the Gemini app and web version, supporting documents (text, Markdown, LaTeX), PDFs, presentations, and spreadsheets. Users can select content and ask Gemini to modify text or visual elements, and can continue asking follow-up questions to make adjustments. Generated files can be downloaded in their original format, opened in apps such as Google Slides, or uploaded to Google Drive via the export button in

    Matched fieldsTitle、Summary、Body

    #hot-signal#Product updates#Google
  5. Solidot

    Alphabet's financial report shows Google AI search revenue is lower than traditional search

    After Alphabet announced its third-quarter financial results, its stock price fell nearly 10%. The company disclosed that revenue generated by AI search is lower than that of traditional search, even though overall search business revenue grew 12% year-over-year to $63.25 billion. Chief Business Officer Philipp Schindler said the slowdown in search business growth stems from the lower monetization capability of AI Mode. Company spending for the quarter reached $51.4 billion, about two-thirds of which went to servers and networking equipment, while net profit was $26.17 billion, down from $35 billion in the same period last year.

    After Alphabet announced its third-quarter financial results, its stock price fell nearly 10%. The company disclosed that revenue generated by AI search is lower than that of traditional search, even though overall search business revenue grew 12% year-over-year to $63.25 billion. Chief Business Officer Philipp Schindler said the slowdown in search business growth stems from the lower monetization capability of AI Mode. Company spending for the quarter reached $51.4 billion, about two-thirds of

    Matched fieldsTitle、Body

    #hot-signal#Industry news#Google
  6. Thurrott

    Google Gemini now supports editing AI-generated files within the chat window

    Google Gemini now allows users to generate and edit documents within the chat window; they can expand to a full-screen view for manual edits, or return to the conversation and let Gemini continue making adjustments. Chat-window editing for documents, PDFs, presentations, and spreadsheets is now available on the web and mobile, while editing for Google Docs, Google Sheets, Markdown, TXT, slides, and code is available only in the Gemini web app. Google also announced that Gemini can generate PDF study guides from handwritten notes and preview and edit them within the chat window; this feature is available to users of all languages in regions where the Gemini app is available.

    Google Gemini now allows users to generate and edit documents within the chat window; they can expand to a full-screen view for manual edits, or return to the conversation and let Gemini continue making adjustments. Chat-window editing for documents, PDFs, presentations, and spreadsheets is now available on the web and mobile, while editing for Google Docs, Google Sheets, Markdown, TXT, slides, and code is available only in the Gemini web app. Google also announced that Gemini can generate PDF s

    Matched fieldsTitle、Summary、Body

    #hot-signal#Product updates#Google
  7. Thurrott

    Google Search AI Mode ads expand to 10 new markets

    After the initial US test, ads in Google Search's AI Mode are being added in 10 new markets: Australia, Canada, India, Kenya, Malaysia, New Zealand, Nigeria, Pakistan, the Philippines and Singapore, and US users will also see so-called "multi-turn ads" in follow-up questions. Google says research shows users are relatively receptive to ads in AI Mode, that click-through rates for sponsored and organic product listing items are already similar, and stresses that these ads do not affect Google AI's generated organic answers. By the end of the year it will also cover Brazil, Mexico and the UK, while a week ago OpenAI had just pushed ChatGPT ads into 26 new markets, totaling 89 countries.

    After the initial US test, ads in Google Search's AI Mode are being added in 10 new markets: Australia, Canada, India, Kenya, Malaysia, New Zealand, Nigeria, Pakistan, the Philippines and Singapore, and US users will also see so-called "multi-turn ads" in follow-up questions. Google says research shows users are relatively receptive to ads in AI Mode, that click-through rates for sponsored and organic product listing items are already similar, and stresses that these ads do not affect Google AI'

    Matched fieldsTitle、Summary、Body

    #hot-signal#Industry news#Google#OpenAI

Wednesday

  1. gihyo.jp

    Google open-sources the Elephant-Goldfish Model plugin, letting AI separately handle the writing and verification of design documents

    On October 22, 2026, Google announced the open-sourcing of the Elephant-Goldfish Model (EGM) plugin, which pairs Elephant, responsible for conversing with users and writing design documents, with Goldfish, which independently verifies the documents without inheriting the conversation history, to identify ambiguities and omissions in specifications. The plugin was first developed internally at Google for software engineers, and it is said that thousands of employees already use it daily to develop production code; the repository uses the Apache 2.0 license. The first tagged version, v0.1.0, was released on October 27, containing a total of 7 skills. The README provides installation methods for Antigravity, Claude Code, and Codex, but the release notes state that verification across runtime environments has not yet been completed, so it cannot yet be called a stable version.

    On October 22, 2026, Google announced the open-sourcing of the Elephant-Goldfish Model (EGM) plugin, which pairs Elephant, responsible for conversing with users and writing design documents, with Goldfish, which independently verifies the documents without inheriting the conversation history, to identify ambiguities and omissions in specifications. The plugin was first developed internally at Google for software engineers, and it is said that thousands of employees already use it daily to develo

    Matched fieldsTitle、Summary、Body

    #hot-signal#English text is being prepared.#Agents#English text is being prepared.