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Saturday

  1. English text is being prepared.Selected

    OpenAI announces it will no longer let models train with direct access to the real internet

    OpenAI announced that it will henceforth train models using cached web content and simulated internet environments, no longer letting models connect directly to the real internet, on the grounds that model behavior remains difficult to predict and direct internet access poses safety risks. OpenAI disclosed that until September 20, a frontier model still had internet access due to a system configuration error, after which it suspended training work for the remainder of September. Competitor Anthropic also began restricting direct internet access for its latest models two weeks ago.

    lated internet environments, no longer letting models connect directly to the real internet, on the grounds that model behavior remains difficult to predict and direct internet access poses safety risks. OpenAI disclosed that until September 20, a frontier model still had internet access due to a system configuration error, after which it suspended training work for the remainder of September. Competitor Anthropic also began restricting direct internet access for its latest models two weeks ago.

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  2. IT Home · Artificial Intelligence

    UK invests £600 million to address AI risks and establishes an AI biosecurity lab

    The UK government has announced an investment of about £600 million to address public health and security risks posed by AI, of which £100 million will be used to establish an AI biosecurity laboratory to identify biological threats, and £65 million to research and develop pathogen prevention and response measures. OpenAI and Anthropic will provide AI model usage credits worth up to £200 million for the biosecurity program, and Google DeepMind and Basecamp Research will also provide support. The UK AI Safety Institute will receive an additional £120 million in funding, and a further £130 million will be invested in two new projects: the National Cyber Shield and the National Cyber Risk Exposure and Real-Time Vulnerability Center.

    ill be used to establish an AI biosecurity laboratory to identify biological threats, and £65 million to research and develop pathogen prevention and response measures. OpenAI and Anthropic will provide AI model usage credits worth up to £200 million for the biosecurity program, and Google DeepMind and Basecamp Research will also provide support. The UK AI Safety Institute will receive an additional £120 million in funding, and a further £130 million will be invested in two new projects: the Nat

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    Sydney man arrested after revealing intent to shoot at childcare center to Claude

    Sydney, Australia — A 29-year-old man, Thackeray, told Anthropic's chatbot Claude that he wanted to shoot children at a childcare center near his home, and was subsequently detained by police on the 18th local time and charged with using a communications service to harass, intimidate, or offend. Prosecutors' documents show he told Claude he wanted to immediately go to the nearby Westfield shopping center and open fire on the childcare center, and also mentioned Akram, the suspect in the Bondi Beach attack. It is currently unclear how Interpol obtained the chat records and whether Anthropic proactively provided the conversation content; Thackeray will undergo a mental health assessment.

    Sydney, Australia — A 29-year-old man, Thackeray, told Anthropic's chatbot Claude that he wanted to shoot children at a childcare center near his home, and was subsequently detained by police on the 18th local time and charged with using a communications service to harass, intimidate, or offend. Prosecutors' documents show he told Claude he wanted to immediately go to the nearby Westfield shopping center and open fire on the childcare center, and also mentioned Akram, the suspect in the Bondi Be

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  4. IT Home · Artificial Intelligence

    Billionaire investor Mark Cuban: Defending against out-of-control agents is like guarding against cockroaches—you can use AI to "spray pesticide"

    Mark Cuban likened cyberattacks launched by large numbers of AI agents to a cockroach invasion, arguing that AI has not created new attack methods but can carry out massive brute-force attacks, and that defenders can likewise use large numbers of AI to "spray pesticide" on their systems. Over the past year, the number of security job postings OpenAI published on LinkedIn grew by 91%; Anthropic disclosed that due to a misconfiguration in a third-party testing environment, three Claude models gained unauthorized access to the actual production systems of relevant organizations, after which it introduced real-time classifier models to identify and block such behavior.

    brute-force attacks, and that defenders can likewise use large numbers of AI to "spray pesticide" on their systems. Over the past year, the number of security job postings OpenAI published on LinkedIn grew by 91%; Anthropic disclosed that due to a misconfiguration in a third-party testing environment, three Claude models gained unauthorized access to the actual production systems of relevant organizations, after which it introduced real-time classifier models to identify and block such behavior.

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  5. 36Kr · AI

    SoftBank CDS rises to 432 basis points, Masayoshi Son continues to increase AI investment

    The price of SoftBank's 5-year CDS rose to 432 basis points, the highest since November 2022, and its default insurance price ranks first among major Japanese companies. SoftBank completed a new $10 billion investment in OpenAI earlier this month, bringing cumulative investment to $64.6 billion, and issued bonds with coupons as high as 9.75% to raise funds. The article also mentions the rising scale of CDS trading by AI-related companies, as well as the debt and computing power expenditure pressure of companies such as Anthropic and CoreWeave.

    sis points, the highest since November 2022, and its default insurance price ranks first among major Japanese companies. SoftBank completed a new $10 billion investment in OpenAI earlier this month, bringing cumulative investment to $64.6 billion, and issued bonds with coupons as high as 9.75% to raise funds. The article also mentions the rising scale of CDS trading by AI-related companies, as well as the debt and computing power expenditure pressure of companies such as Anthropic and CoreWeave.

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  6. Phoenix Technology

    Mark Cuban: Defending against runaway agents is like fighting cockroaches—you can use AI to "spray pesticide"

    Billionaire investor Mark Cuban compared cyberattacks launched by large numbers of AI agents to a cockroach infestation, arguing that AI has not created new attack methods but can carry out massive brute-force attacks, and that defenders can likewise use large numbers of AI to "spray pesticide" on systems. Over the past year, the number of security job postings OpenAI published on LinkedIn grew by 91%; Anthropic disclosed that three Claude models, due to a misconfiguration in a third-party testing environment, gained unauthorized access to actual production systems, after which it introduced a real-time classification model to block such behavior.

    w attack methods but can carry out massive brute-force attacks, and that defenders can likewise use large numbers of AI to "spray pesticide" on systems. Over the past year, the number of security job postings OpenAI published on LinkedIn grew by 91%; Anthropic disclosed that three Claude models, due to a misconfiguration in a third-party testing environment, gained unauthorized access to actual production systems, after which it introduced a real-time classification model to block such behavior.

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  7. Phoenix Technology

    Sydney man arrested after revealing to Claude intent to shoot at childcare center

    A 29-year-old man in Sydney, Australia, Thackeray, told Anthropic's chatbot Claude that he wanted to shoot children at a childcare center near his home; the conversation drew the attention of Interpol, and he was detained by police on the 18th local time and charged with using a communication service to commit harassment, intimidation or offensive conduct. Prosecutors' documents show he mentioned wanting to emulate Akram, the suspect in the Bondi Beach attack, in a mass killing; his defense lawyer said he merely lost emotional control and believed the conversation with Claude was private communication, and he will undergo a mental health assessment. How Interpol obtained the chat records and whether Anthropic proactively provided the conversation content are currently unclear.

    A 29-year-old man in Sydney, Australia, Thackeray, told Anthropic's chatbot Claude that he wanted to shoot children at a childcare center near his home; the conversation drew the attention of Interpol, and he was detained by police on the 18th local time and charged with using a communication service to commit harassment, intimidation or offensive conduct. Prosecutors' documents show he mentioned wanting to emulate Akram, the suspect in the Bondi Beach attack, in a mass killing; his defense lawy

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  8. Rohan Paul

    Mubit launches a service that trains your own small model using agent API calls

    Mubit reads the API calls that agents have already sent to OpenAI or Anthropic, identifies repetitive tasks, and trains a user's own small model so that this portion of the work costs less and has shorter wait times, while the remaining tasks are still handled by frontier models. Integration only requires replacing the base URL and keeping the existing client code; it can also connect directly to traces that have already been collected. The company says the model refreshes every few minutes. The author believes the idea is to write experience into weights rather than prompts, so agents from different companies will train different small models.

    Mubit reads the API calls that agents have already sent to OpenAI or Anthropic, identifies repetitive tasks, and trains a user's own small model so that this portion of the work costs less and has shorter wait times, while the remaining tasks are still handled by frontier models. Integration only requires replacing the base URL and keeping the existing client code; it can also connect directly to traces that have already been collected. The company says the model refreshes every few minutes. The

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  9. Exponential View

    Azeem Azhar: AI is turning old vulnerabilities into serious problems, and the internet will become safer but more closed

    Azeem Azhar believes the current internet is under intense attack, with AI greatly increasing the scale and speed of exploiting old vulnerabilities; PHP2Shell, Node.js vulnerabilities, and the AI agent cluster intrusion disclosed by Microsoft are contemporaneous cases. He cites Cloudflare head Matthew Prince's prediction that within five years the number of AI agents will reach 1,000 times the number of human users, and judges that attacks will worsen first, with the internet ultimately left safer but less open. The article also mentions that Anthropic once delayed the release of Claude Mythos, while the open-source model GLM 5.3 had by August approached its level.

    rabilities, and the AI agent cluster intrusion disclosed by Microsoft are contemporaneous cases. He cites Cloudflare head Matthew Prince's prediction that within five years the number of AI agents will reach 1,000 times the number of human users, and judges that attacks will worsen first, with the internet ultimately left safer but less open. The article also mentions that Anthropic once delayed the release of Claude Mythos, while the open-source model GLM 5.3 had by August approached its level.

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Friday

  1. Numerama

    1Password Launches 1Password for Agents, Letting AI Agents Sign In to Accounts Without Touching Passwords

    1Password has released 1Password for Agents, allowing AI agents to sign in to accounts after user approval, but without ever seeing the password throughout the process. The agent first identifies itself to 1Password using a dedicated digital key, the user confirms the requested account and purpose on their own authorized device, and then 1Password fills in the login form on the agent's behalf, revoking the credentials immediately after a successful sign-in. The first batch of integrations are Meta's Muse and SpaceXSI's Grok Bot, to be deployed over the coming days; partners such as Anthropic's Claude Duet, OpenAI's ChatGPT Work and dots, and Perplexity have not yet given a timeline. The service is included in personal and family subscriptions at no extra charge, and currently only supports accounts hosted on 1Password.com; 1Password.eu and 1Password.ca accounts are not yet supported.

    revoking the credentials immediately after a successful sign-in. The first batch of integrations are Meta's Muse and SpaceXSI's Grok Bot, to be deployed over the coming days; partners such as Anthropic's Claude Duet, OpenAI's ChatGPT Work and dots, and Perplexity have not yet given a timeline. The service is included in personal and family subscriptions at no extra charge, and currently only supports accounts hosted on 1Password.com; 1Password.eu and 1Password.ca accounts are not yet supported.

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  2. Claude Blog

    Claude Enterprise merges chat and Cowork into a unified experience

    Anthropic announced that the Claude Enterprise plan officially launches a unified Claude experience, merging chat and Cowork across web, desktop, and mobile, so teams can ask questions or deliver complete projects within the same conversation. Agent tasks run in Anthropic-hosted cloud environments, with each session using a separate virtual machine, network egress disabled by default, and connector credentials stored outside the sandbox. Administrators can control access by role and use the new Efficient mode to limit the experience to Sonnet and Haiku models, while also supporting spending limits at the organization, group, and member levels.

    Anthropic announced that the Claude Enterprise plan officially launches a unified Claude experience, merging chat and Cowork across web, desktop, and mobile, so teams can ask questions or deliver complete projects within the same conversation. Agent tasks run in Anthropic-hosted cloud environments, with each session using a separate virtual machine, network egress disabled by default, and connector credentials stored outside the sandbox. Administrators can control access by role and use the new

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  3. Testing Catalog

    October 23 AI Daily: MiniMax open-sources M3.1 Flash, OpenAI launches Decisions API

    MiniMax open-sources M3.1 Flash, a 428B-parameter MoE with 23B activated parameters, gaining day-one support from Together, SGLang, vLLM and NVIDIA NeMo. OpenAI's Decisions API is officially available, powered by GPT-6 Luna, with classification and decision speed improved by up to 10x, at an input price of $0.10 per million tokens. Anthropic's Claude models are officially available on Google Cloud, and starting next week, Claude sessions on Pro, Max and Team plans will run in auto mode by default.

    niMax open-sources M3.1 Flash, a 428B-parameter MoE with 23B activated parameters, gaining day-one support from Together, SGLang, vLLM and NVIDIA NeMo. OpenAI's Decisions API is officially available, powered by GPT-6 Luna, with classification and decision speed improved by up to 10x, at an input price of $0.10 per million tokens. Anthropic's Claude models are officially available on Google Cloud, and starting next week, Claude sessions on Pro, Max and Team plans will run in auto mode by default.

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  4. 36Kr · AI

    Liang Wenfeng needs his own Tibo: DeepSeek product department integration and the Agent path

    DeepSeek has integrated the Harness with the web, App, and open platform teams into a product department, led by Cui Tianyi, and the official website has posted recruitment positions in two directions: AI product manager and Agent Harness. The article uses OpenAI Codex lead Tibo Sottiaux and the Anthropic Claude Code team as examples to explain how the execution capabilities of coding tools can be extended into a general work task entry point. DeepSeek, while open-sourcing Harness and the inference framework DeepInfer, is also facing cost pressure on caching and transmission brought by long tasks.

    , led by Cui Tianyi, and the official website has posted recruitment positions in two directions: AI product manager and Agent Harness. The article uses OpenAI Codex lead Tibo Sottiaux and the Anthropic Claude Code team as examples to explain how the execution capabilities of coding tools can be extended into a general work task entry point. DeepSeek, while open-sourcing Harness and the inference framework DeepInfer, is also facing cost pressure on caching and transmission brought by long tasks.

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  5. MediaNama

    Railway suffers cyberattack leaking customer keys, asks users to change API keys

    Cloud hosting platform Railway discovered abnormal activity on October 21 in the system storing customer environment variables, stating that an unauthorized third party may have accessed encrypted environment variables and decrypted some of them, and has advised all users to change credentials such as API keys. Railway believes the attack may be part of a recent series of attacks targeting platform companies with the aim of breaching AI inference service providers, and has notified upstream suppliers to revoke potentially leaked keys. The company also released security guidance for OpenAI, Anthropic and GitHub users, advising them to delete potentially exposed API keys, generate new keys and check usage records; on October 23 its builds and deployments had recovered, but new user registration remained suspended.

    lieves the attack may be part of a recent series of attacks targeting platform companies with the aim of breaching AI inference service providers, and has notified upstream suppliers to revoke potentially leaked keys. The company also released security guidance for OpenAI, Anthropic and GitHub users, advising them to delete potentially exposed API keys, generate new keys and check usage records; on October 23 its builds and deployments had recovered, but new user registration remained suspended.

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  6. MIT News · Artificial Intelligence

    MIT Interview: How AI Imitates the "Chaotic" Human Mind

    In a new paper in Past and Present, Benjamin Lindquist, Assistant Professor in MIT's History Department, points out that mid-20th-century engineers deliberately injected randomness into algorithms in order to imitate human creativity, and that this was also an early source of AI hallucinations. He says early researchers valued neural networks precisely because they occasionally gave answers that deviated from expectations, whereas today OpenAI, Anthropic, and others suppress this "weirdness" for legal and commercial reasons, and that there is an unavoidable trade-off between creativity and predictability.

    out that mid-20th-century engineers deliberately injected randomness into algorithms in order to imitate human creativity, and that this was also an early source of AI hallucinations. He says early researchers valued neural networks precisely because they occasionally gave answers that deviated from expectations, whereas today OpenAI, Anthropic, and others suppress this "weirdness" for legal and commercial reasons, and that there is an unavoidable trade-off between creativity and predictability.

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  7. IT Home · Artificial Intelligence

    1Password launches 1Password for Agents agent password authorization feature

    1Password launches the 1Password for Agents platform, enabling personal AI agents to complete website logins on users' behalf without accessing or storing users' passwords or verification codes. The feature is aimed at individual and family plan users, with initial support for agents including Meta Muse, OpenAI ChatGPT Work and Dots, Anthropic Claude Duet, Grok Bot, and Town. In the flow, the agent first proves its identity to 1Password using a digital key; the user sees on their device the account credentials and task requested for use and approves or rejects; after approval, 1Password directly fills in the username, password, or one-time verification code, and the password always remains in the vault.

    sers' passwords or verification codes. The feature is aimed at individual and family plan users, with initial support for agents including Meta Muse, OpenAI ChatGPT Work and Dots, Anthropic Claude Duet, Grok Bot, and Town. In the flow, the agent first proves its identity to 1Password using a digital key; the user sees on their device the account credentials and task requested for use and approves or rejects; after approval, 1Password directly fills in the username, password, or one-time verifica

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  8. Testing Catalog

    Starting next week, Claude will enable automatic permission mode by default on Pro, Max, and Team plans

    Anthropic announced that starting next week, Claude on web, desktop, and mobile will run in automatic mode by default on Pro, Max, and Team plans. This mode no longer asks for user approval at each step; instead, automated checks block risky actions, and users can switch back to manual mode at any time.

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  9. Claude Devs

    Claude adds a full API access method for Google Cloud

    Anthropic announced a new way to access Claude on Google Cloud: users can use the full Claude API directly from their Google Cloud account, including Claude Managed Agents, code execution, Opus 5.5 fast mode, and new features launched later. The cited official Claude post announced that Claude Models on Google Cloud, managed by Anthropic, is now generally available.

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  10. TechCrunch AI

    1Password launches 1Password for Agents, letting AI agents log in on users' behalf without touching passwords

    1Password on Thursday launched 1Password for Agents, which lets users authorize AI agents to log in to their personal accounts on their behalf, with the agent never touching the user's credentials throughout the process. The platform establishes communication among the agent, the user, and the password manager: when an agent initiates a login, it sends a unique digital key to 1Password to confirm its identity; after the user receives a notification and personally confirms, 1Password fills in the credentials on the user's behalf to complete the login. Users can choose agents from Anthropic's Claude Duet, OpenAI's Dots or ChatGPT Work, Grok Bot, Meta's Muse, and Town; 1Password says it is working with other companies to expand the service.

    ommunication among the agent, the user, and the password manager: when an agent initiates a login, it sends a unique digital key to 1Password to confirm its identity; after the user receives a notification and personally confirms, 1Password fills in the credentials on the user's behalf to complete the login. Users can choose agents from Anthropic's Claude Duet, OpenAI's Dots or ChatGPT Work, Grok Bot, Meta's Muse, and Town; 1Password says it is working with other companies to expand the service.

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