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Friday

  1. BBC Chinese

    AI discovers high-severity PHP vulnerabilities php2shell, institutions in multiple countries worldwide rush to patch

    Cybersecurity companies Wiz and Calif, with the help of OpenAI technology, discovered two security vulnerabilities in the PHP language collectively called php2shell, affecting multiple PHP versions over the past decade or more; about 70% of websites worldwide use PHP. The PHP Foundation has released patches, and institutions including the US NSA, the UK NCSC, and bodies in the EU, Singapore, and Australia urged website operators to update immediately, and those unable to patch should consider temporarily shutting down their websites. Some websites including Wikipedia, the Finnish government, Edinburgh City Council, and the BBC have suspended operations; Cloudflare said attack attempts rose from thousands to millions after the vulnerabilities were disclosed.

    Cybersecurity companies Wiz and Calif, with the help of OpenAI technology, discovered two security vulnerabilities in the PHP language collectively called php2shell, affecting multiple PHP versions over the past decade or more; about 70% of websites worldwide use PHP. The PHP Foundation has released patches, and institutions including the US NSA, the UK NCSC, and bodies in the EU, Singapore, and Australia urged website operators to update immediately, and those unable to patch should consider te

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    #chinese#Safety / alignment#OpenAI#English text is being prepared.
  2. 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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    #academic#Papers/Research#Reasoning
  3. Phoenix Technology

    Nihilism in the AI Era: When Claude and Codex Make Creation Within Easy Reach

    AI has made writing code and building products within easy reach, yet the author has fallen into nihilism because of it: OpenAI released over seven hundred mathematical manuscripts overnight, and after spending nearly 24 hours finishing his draft, he felt only emptiness. Drawing on the story of Liu Dapeng, a provincial examination graduate who kept a diary after the imperial examination system was abolished in 1905, he reflects on how people should live happily once AI has solved every problem.

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    #chinese#English text is being prepared.#OpenAI#Anthropic
  4. Solidot

    Switch 2 jailbroken, can run homebrew

    Researcher Sammy Hajhamid exploited a 32-bit integer overflow vulnerability in SmileBasic 4 to jailbreak the Switch 2 and demonstrated running homebrew. Using OpenAI's Codex to probe the SmileBasic interpreter, he spent two weeks discovering the vulnerability, thereby gaining arbitrary read/write access. SmileBasic 4 has been removed from the Switch eShop, and the vulnerability may be fixed in a subsequent firmware update.

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    #hot-signal#Safety / alignment#English text is being prepared.#OpenAI
  5. 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.

    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,

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    #analysis#Product updates#Agents#English text is being prepared.
  6. 404 Media

    After 404 Media's report, Texas shut down the STEERS portal used for data center approvals

    After 404 Media reported that Texas continued issuing permits even after the governor halted data center approvals in September, Texas shut down the automated construction permit filing system STEERS and suspended construction permits for 17 data center projects. TCEQ said the portal was suspended so that staff could review applications one by one to determine whether they are related to data centers; all 17 suspended permits involve stormwater construction approvals. FracTracker Alliance researcher Sam Law said these permits had previously been automatically "stamped" as approved, including OpenAI- and Amazon-related projects approved this Monday and Tuesday.

    ion permit filing system STEERS and suspended construction permits for 17 data center projects. TCEQ said the portal was suspended so that staff could review applications one by one to determine whether they are related to data centers; all 17 suspended permits involve stormwater construction approvals. FracTracker Alliance researcher Sam Law said these permits had previously been automatically "stamped" as approved, including OpenAI- and Amazon-related projects approved this Monday and Tuesday.

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    #analysis#English text is being prepared.#Industry news
  7. Rohan Paul

    Canva releases its first in-house image model, Canva Craft

    Canva has launched its first in-house frontier image model, Canva Craft, which ranks second on the DesignArena image generation leaderboard, behind only OpenAI. The model consists of two parts: a planner and a renderer. The planner first writes out a composition plan, and then the renderer draws it at up to 2K resolution and in more than 30 aspect ratios. Because the layout and text are determined before rendering, when a single element is modified, only that element changes.

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    #ai-news#Model releases#Image generation#OpenAI
  8. cnBeta

    Microsoft launches AI medical diagnostic system Diagnostic Orchestrator, achieving 83% accuracy on complex cases

    Microsoft has announced a multi-agent medical diagnostic system called Diagnostic Orchestrator. The research results were published in Science on October 22, and an evaluation benchmark named SDBench was established. In tests based on case reports from the New England Journal of Medicine, the system's diagnostic accuracy was about 83%, compared with about 36% for general practitioners with access to reference materials; in emergency cases at Beth Israel Deaconess Medical Center, the system's accuracy was 80%, compared with an average of about 47% for human doctors. The system is powered at the underlying level by OpenAI's GPT-5. Microsoft emphasizes that the orchestration mechanism is equally critical, and plans to collaborate with hospitals on real-world testing, but has not yet announced a timeline or commercialization plan.

    compared with about 36% for general practitioners with access to reference materials; in emergency cases at Beth Israel Deaconess Medical Center, the system's accuracy was 80%, compared with an average of about 47% for human doctors. The system is powered at the underlying level by OpenAI's GPT-5. Microsoft emphasizes that the orchestration mechanism is equally critical, and plans to collaborate with hospitals on real-world testing, but has not yet announced a timeline or commercialization plan.

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    #hot-signal#Papers/Research#Agents#Microsoft
  9. 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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    #tech-media#Product updates#Agents#English text is being prepared.
  10. Simon Willison

    Anthropic Donates Agent Skills Standard to Agentic AI Foundation

    Anthropic announced that it is donating the Agent Skills standard to the Agentic AI Foundation (AAIF) under the Linux Foundation, in order to keep it open, community-driven, and vendor-neutral. The AAIF was co-founded last year by Anthropic along with Block and OpenAI, and the MCP specification had previously been donated to this foundation as well. Simon Willison noted that he had predicted this development last December, and used the MCP plugin on simonwillison.net to retrieve that prediction of his from that time.

    at it is donating the Agent Skills standard to the Agentic AI Foundation (AAIF) under the Linux Foundation, in order to keep it open, community-driven, and vendor-neutral. The AAIF was co-founded last year by Anthropic along with Block and OpenAI, and the MCP specification had previously been donated to this foundation as well. Simon Willison noted that he had predicted this development last December, and used the MCP plugin on simonwillison.net to retrieve that prediction of his from that time.

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    #newsletter#Industry news#English text is being prepared.#Open-source ecosystem
  11. Unite.AI

    Agentic AI Foundation Adds Four Projects, Hosted Projects Reach 10 in First Year

    The Agentic AI Foundation announced on October 22, 2026 the addition of four hosted projects: Agent Skills contributed by Anthropic, Open Responses contributed by OpenAI, OpenEnv contributed by Hugging Face, and OpenSandbox contributed by Alibaba, bringing the total number of hosted projects from 3 at its founding in December 2025 to 10. The four projects correspond to four layers: agents acquiring skills, applications invoking models across vendors, agent training and evaluation, and secure agent operation. Agent Skills is open-sourced under Apache 2.0 and CC BY 4.0, already supported by more than 70 agent platforms, with over 1 million skills published and nearly 280 million installs; Open Responses defines shared schemas and streaming events based on the OpenAI Responses API, with implementations already provided by Databricks Model Serving and Vercel AI Gateway.

    The Agentic AI Foundation announced on October 22, 2026 the addition of four hosted projects: Agent Skills contributed by Anthropic, Open Responses contributed by OpenAI, OpenEnv contributed by Hugging Face, and OpenSandbox contributed by Alibaba, bringing the total number of hosted projects from 3 at its founding in December 2025 to 10. The four projects correspond to four layers: agents acquiring skills, applications invoking models across vendors, agent training and evaluation, and secure age

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    #hot-signal#Industry news#Agents#Open-source ecosystem
  12. Unite.AI

    Warp Sciences Raises $215 Million to Build Chemistry Labs with AI and Robots

    Warp Sciences has emerged from stealth with $215 million in funding led by Lightspeed, with participation from IVP, Mayfield, Lux, Premji Invest, Menlo Ventures and others, to build a U.S.-based chemistry contract research organization (CRO) that combines chemists, AI and robots. The company is led by former OpenAI Chief Product Officer Kevin Weil and enters through analog synthesis in the lead compound optimization stage, charging per delivered compound and not charging if nothing is produced, and currently works with a small number of design partners. Its long-term vision is to feed experimental data (including failed experiments) back into model training, gradually increasing the degree of laboratory automation.

    Premji Invest, Menlo Ventures and others, to build a U.S.-based chemistry contract research organization (CRO) that combines chemists, AI and robots. The company is led by former OpenAI Chief Product Officer Kevin Weil and enters through analog synthesis in the lead compound optimization stage, charging per delivered compound and not charging if nothing is produced, and currently works with a small number of design partners. Its long-term vision is to feed experimental data (including failed ex

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    #hot-signal#Industry news#English text is being prepared.#Embodied AI
  13. 9to5Mac

    1Password Launches 1Password for Agents, Letting AI Agents Use Login Credentials Securely

    1Password has released the 1Password for Agents platform, enabling AI agents to complete operations requiring login credentials without viewing users' passwords. The platform initially supports Meta's Muse and SpaceXSI's Grok Bot, and says it will later integrate more partners including OpenAI and Anthropic. 1Password says the platform can connect to a user's single or multiple personal agents, with credentials and keys managed by 1Password.

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    #hot-signal#Product updates#Agents#English text is being prepared.
  15. The Verge AI

    Microsoft AI diagnostic tool publishes research in Science, claims accuracy up to four times that of human doctors

    Microsoft has announced the research results of its AI diagnostic tool Diagnostic Orchestrator, which uses multiple AI agents to collaboratively reason about symptoms, decide on tests, and provide diagnoses, and is based on OpenAI's GPT-5. In tests drawn from hundreds of case reports from the New England Journal of Medicine, the system's diagnostic accuracy was about 83%, compared with about 36% for general practitioners who used reference materials and about 22% for those who did not; on emergency cases from Beth Israel Deaconess Medical Center in Boston, its accuracy was 80%, compared with an average of 47% for human doctors, and the system's estimated cost for reaching a diagnosis was lower. Microsoft will open-source its self-built benchmark SDBench and plans to conduct tests with Beth Israel Deaconess Medical Center in a hospital setting in the coming months, but the system has so far been validated only on historical cases and still requires clinical validation.

    of its AI diagnostic tool Diagnostic Orchestrator, which uses multiple AI agents to collaboratively reason about symptoms, decide on tests, and provide diagnoses, and is based on OpenAI's GPT-5. In tests drawn from hundreds of case reports from the New England Journal of Medicine, the system's diagnostic accuracy was about 83%, compared with about 36% for general practitioners who used reference materials and about 22% for those who did not; on emergency cases from Beth Israel Deaconess Medical

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    #tech-media#Papers/Research#Agents#OpenAI
  16. TechCrunch AI

    Uber rolls out ChatGPT Work to all 30,000 employees

    Uber and OpenAI announced an expanded partnership under which all of Uber's roughly 30,000 employees worldwide will use ChatGPT Work. The product, launched in July this year, is positioned as an enterprise-facing AI agent; Uber had previously piloted it with 1,000 employees across departments including finance, operations and product, where about 80% of early users were not engineers, using it to analyze operational data, localize training materials and build interactive dashboards. Uber did not disclose the cost of the rollout, saying it will track how employees use the tool and their output to guide future AI deployments.

    Uber and OpenAI announced an expanded partnership under which all of Uber's roughly 30,000 employees worldwide will use ChatGPT Work. The product, launched in July this year, is positioned as an enterprise-facing AI agent; Uber had previously piloted it with 1,000 employees across departments including finance, operations and product, where about 80% of early users were not engineers, using it to analyze operational data, localize training materials and build interactive dashboards. Uber did not

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    #tech-media#Industry news#Agents#OpenAI

Thursday

  1. Google Developers Blog

    Google API Gateway supports streaming and enters public preview

    Google announced that streaming support for API Gateway has entered public preview. SSE, chunked transfer, WebSocket, and gRPC streaming endpoints can share the same gateway and policies with existing APIs, with no changes required to API specifications. Streams can remain open for up to one hour; during the preview period, this must be enabled when creating a gateway, and existing gateways cannot be converted in place. Combined with model routing, clients can use a single OpenAI-compatible endpoint to route to Gemini, Claude, and OpenAI gpt-oss models based on the model field in the request and return streamed responses. The gateway's default domain name has changed to a fixed format composed of the gateway ID, project number, and region, which can be written into the configuration before creation.

    Streaming feature in API Gateway _ Header

    during the preview period, this must be enabled when creating a gateway, and existing gateways cannot be converted in place. Combined with model routing, clients can use a single OpenAI-compatible endpoint to route to Gemini, Claude, and OpenAI gpt-oss models based on the model field in the request and return streamed responses. The gateway's default domain name has changed to a fixed format composed of the gateway ID, project number, and region, which can be written into the configuration befo

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    #engineering#Product updates#English text is being prepared.#English text is being prepared.
  2. Thurrott

    1Password Launches Credential Management Platform 1Password for Agents for AI Agents

    1Password has released 1Password for Agents, allowing supported AI agents to access credentials in a user's personal 1Password vault in order to complete tasks on their behalf. At launch, the platform supports agents such as Anthropic Claude Duet, Meta Muse, OpenAI ChatGPT, and Dots. The agents themselves cannot see the user's credentials; after the user approves the login, 1Password fills in the credentials directly without sending them to the agent. 1Password said that partners including Browserbase, Browser Use, Perplexity, and Ramp will also add support in succession.

    ccess credentials in a user's personal 1Password vault in order to complete tasks on their behalf. At launch, the platform supports agents such as Anthropic Claude Duet, Meta Muse, OpenAI ChatGPT, and Dots. The agents themselves cannot see the user's credentials; after the user approves the login, 1Password fills in the credentials directly without sending them to the agent. 1Password said that partners including Browserbase, Browser Use, Perplexity, and Ramp will also add support in succession.

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    #hot-signal#Product updates#Agents#English text is being prepared.
  3. 9to5Google

    1Password Launches 1Password for Agents, Letting AI Agents Complete Logins Without Seeing Passwords

    1Password has launched 1Password for Agents, connecting its password vault to AI agents: when an agent reaches a login form, it authenticates to 1Password using a digital key; after the user confirms which credentials are needed and what they are for, 1Password fills in the form directly—credentials are never handed to the agent and are removed once login succeeds, so the agent cannot read or reuse them. The integration currently supports only Meta's Muse and Grok Bot, with OpenAI Dots and Anthropic Claude Duet to follow.

    sword for Agents, connecting its password vault to AI agents: when an agent reaches a login form, it authenticates to 1Password using a digital key; after the user confirms which credentials are needed and what they are for, 1Password fills in the form directly—credentials are never handed to the agent and are removed once login succeeds, so the agent cannot read or reuse them. The integration currently supports only Meta's Muse and Grok Bot, with OpenAI Dots and Anthropic Claude Duet to follow.

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    #hot-signal#Product updates#Agents#English text is being prepared.
  4. 404 Media

    AI is changing hacker offense and defense, and the PHP2Shell vulnerability has sparked "Black October" concerns

    404 Media reports that AI is simultaneously changing offensive hacking and security defense: after researchers used AI to discover the PHP2Shell vulnerability in PHP, Cloudflare observed thousands of exploitation attempts 10 hours before public disclosure, rising to tens of thousands 45 minutes after disclosure, and reaching hundreds of thousands within 2 hours. OpenAI says such discoveries show that AI can expose security flaws at internet scale, but the same capability can also help attackers rapidly develop attack tools; Chainguard's early release of a fix patch sparked controversy over bypassing the disclosure embargo. The article notes that the main impact so far is still various parties proactively patching or taking services offline, and large-scale actual exploitation of the vulnerability has not yet occurred.

    d thousands of exploitation attempts 10 hours before public disclosure, rising to tens of thousands 45 minutes after disclosure, and reaching hundreds of thousands within 2 hours. OpenAI says such discoveries show that AI can expose security flaws at internet scale, but the same capability can also help attackers rapidly develop attack tools; Chainguard's early release of a fix patch sparked controversy over bypassing the disclosure embargo. The article notes that the main impact so far is still

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    #analysis#English text is being prepared.#Safety / alignment#Agents