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Thursday

  1. Anthropic Alignment Science BlogSelected

    Anthropic red-teams Auto Mode: production monitoring fails to block more than 55% of malicious coding agents

    Anthropic's Alignment Science blog published research using Opus 5 red-team agents to conduct adversarial testing against production interception monitoring such as Claude Code's Auto Mode and OpenAI Codex's Guardian, finding that on average more than 55% of attacks were not intercepted. The most effective attack methods included agent-generated prompt injection, multi-context attacks across sessions or compressed summaries, and exploiting coverage gaps where edits within the working directory are not monitored. The team introduced Auto Mode++ through improvements such as transcript-format escaping and heredoc framing, monitoring all edits, and adding a tool-call investigation agent, reducing the attack success rate by more than 50 percentage points, but reliably defending against multi-context attacks still directly conflicts with latency costs.

    lignment Science blog published research using Opus 5 red-team agents to conduct adversarial testing against production interception monitoring such as Claude Code's Auto Mode and OpenAI Codex's Guardian, finding that on average more than 55% of attacks were not intercepted. The most effective attack methods included agent-generated prompt injection, multi-context attacks across sessions or compressed summaries, and exploiting coverage gaps where edits within the working directory are not monito

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    #company#Safety / alignment#Agents#English text is being prepared.
  2. Greg Brockman

    Greg Brockman shares new lead from GPT-Rosalind in drug discovery

    Greg Brockman shared OpenAI's progress on GPT-Rosalind: the model has surfaced a new lead in drug discovery, namely whether restoring cholesterol transport could protect neurons from degeneration. OpenAI says DCTN1 is a gene associated with Perry syndrome, and that disrupting it in mouse brain data increased the expression of genes involved in cholesterol synthesis; on this basis, GPT-Rosalind hypothesized that cholesterol may not be reaching where neurons need it. In collaboration with PerturbAI and Scripps Research, thousands of GPT-Rosalind agents worked in parallel, linking gene expression results from millions of mouse brain cells with scientific literature within 32 minutes, and OpenAI says it is expanding this collaboration to find new drug targets.

    Greg Brockman shared OpenAI's progress on GPT-Rosalind: the model has surfaced a new lead in drug discovery, namely whether restoring cholesterol transport could protect neurons from degeneration. OpenAI says DCTN1 is a gene associated with Perry syndrome, and that disrupting it in mouse brain data increased the expression of genes involved in cholesterol synthesis; on this basis, GPT-Rosalind hypothesized that cholesterol may not be reaching where neurons need it. In collaboration with PerturbA

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    #hot-signal#English text is being prepared.#Papers/Research#Agents

Wednesday

  3. Alibaba Cloud Developer Community AI

    Alibaba Cloud Model Studio Token Plan Team Edition Subscription and API Access Guide

    Alibaba Cloud Model Studio Token Plan Team Edition uses Credits as a unified billing unit. A single subscription provides access to more than ten text and image models, including Qwen3.7-Max, GLM-5.2, DeepSeek-V4-Pro, and Kimi-K2.6, and is compatible with both the OpenAI and Anthropic protocols. The plan comes in three tiers: Standard with 25,000 Credits, Advanced with 100,000 Credits, and Premium with 250,000 Credits. A dedicated API Key with the sk-sp- prefix can be generated only after seats are allocated. Access requires using the corresponding Base URL, and the plan is completely isolated from the Coding Plan and pay-as-you-go systems.

    unit. A single subscription provides access to more than ten text and image models, including Qwen3.7-Max, GLM-5.2, DeepSeek-V4-Pro, and Kimi-K2.6, and is compatible with both the OpenAI and Anthropic protocols. The plan comes in three tiers: Standard with 25,000 Credits, Advanced with 100,000 Credits, and Premium with 250,000 Credits. A dedicated API Key with the sk-sp- prefix can be generated only after seats are allocated. Access requires using the corresponding Base URL, and the plan is comp

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    #hot-signal#Tutorials / practice#English text is being prepared.#English text is being prepared.
  4. Unite.AI

    Google Cloud Brings GPT-Astra and GPT-6 Series to Model Garden

    On October 21, 2026, Google Cloud announced the launch of OpenAI's GPT-Astra, GPT-6.1 Sol, and GPT-6 Luna on Model Garden, with all three models opening private preview to select enterprise customers the same day. GPT-Astra targets coding, computer operation, professional tasks, and scientific research; GPT-6.1 Sol focuses on lower-cost agentic coding and professional work; GPT-6 Luna is positioned for fast, low-cost large-scale everyday tasks. OpenAI models are billed through Google Cloud Marketplace, with usage consolidated into a single bill and applied toward existing cloud commitments, allowing customers to dynamically switch models based on performance, latency, and cost.

    On October 21, 2026, Google Cloud announced the launch of OpenAI's GPT-Astra, GPT-6.1 Sol, and GPT-6 Luna on Model Garden, with all three models opening private preview to select enterprise customers the same day. GPT-Astra targets coding, computer operation, professional tasks, and scientific research; GPT-6.1 Sol focuses on lower-cost agentic coding and professional work; GPT-6 Luna is positioned for fast, low-cost large-scale everyday tasks. OpenAI models are billed through Google Cloud Marke

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    #hot-signal#Product updates#OpenAI#Google
  5. heise online

    Nvidia launches Open Agent Safety Platform, using BlueField-4 DPU to monitor agents

    At GTC Berlin, Nvidia launched the Open Agent Safety Platform, adding hardware-level controls around the open-source runtime OpenShell; a BlueField-4 DPU works with Sentry software to independently monitor agent behavior and, when it crosses boundaries, isolate and stop it within milliseconds. OpenShell supports third-party agent frameworks such as Anthropic's Claude Code and OpenAI's Codex, and Nvidia says more than 100 organizations already use the platform's technology. Nvidia also introduced the Agent Knowledge Foundation and the Auto-Ontology library, designed to let agents access structured and unstructured data without enterprise data leaving local premises, and expanded its Nemotron 3.5 Super VL, Nemotron 3.5 Bolt 74B-A9B and Kumo series models.

    onitor agent behavior and, when it crosses boundaries, isolate and stop it within milliseconds. OpenShell supports third-party agent frameworks such as Anthropic's Claude Code and OpenAI's Codex, and Nvidia says more than 100 organizations already use the platform's technology. Nvidia also introduced the Agent Knowledge Foundation and the Auto-Ontology library, designed to let agents access structured and unstructured data without enterprise data leaving local premises, and expanded its Nemotron

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    #hot-signal#Product updates#Agents#Safety / alignment
  6. Rohan Paul

    Trump says large data centers must generate their own power and pay cash dividends to communities

    In a Truth Social post, Trump said large new data centers must generate their own power and pay cash "dividends" to their host communities. The closest existing commitment is the Ratepayer Protection Pledge signed in March this year by Amazon, Google, Meta, Microsoft, OpenAI, Oracle and xAI, under which signatories pledged to build or purchase generating capacity and bear infrastructure upgrade costs, but experts believe the pledge may not be enforceable at the federal level. Trump said some projects that were initially highly unpopular became popular after financial agreements were reached, and the dividend proposal goes further than those pledges.

    nd pay cash "dividends" to their host communities. The closest existing commitment is the Ratepayer Protection Pledge signed in March this year by Amazon, Google, Meta, Microsoft, OpenAI, Oracle and xAI, under which signatories pledged to build or purchase generating capacity and bear infrastructure upgrade costs, but experts believe the pledge may not be enforceable at the federal level. Trump said some projects that were initially highly unpopular became popular after financial agreements were

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    #ai-news#English text is being prepared.#Industry news#OpenAI
  16. SiliconANGLE

    Arda Industries raises $232 million to make production lines easier to adjust with AI

    Arda Industries officially launched with $232 million in funding, led by Accel, Altimeter, Founders Fund and Khosla Ventures, with participation from XYZ Venture Capital, 8VC, SVAngel and Felicis. The company's co-founder and CEO is Bob McGrew, former Chief Research Officer at OpenAI. Its platform lets users upload product blueprints and then automatically plan production lines, determine which robots to use and generate visual work instructions. Its current customers are concentrated in defense and data center electronics; Anduril uses it to optimize production lines. The company's long-term plan is to enter the consumer electronics market and develop AI agents that can adapt to new equipment within days.

    s Fund and Khosla Ventures, with participation from XYZ Venture Capital, 8VC, SVAngel and Felicis. The company's co-founder and CEO is Bob McGrew, former Chief Research Officer at OpenAI. Its platform lets users upload product blueprints and then automatically plan production lines, determine which robots to use and generate visual work instructions. Its current customers are concentrated in defense and data center electronics; Anduril uses it to optimize production lines. The company's long-ter

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    #hot-signal#Industry news#Agents