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Saturday

  1. MIT News · Artificial Intelligence

    MIT School of Humanities, Arts, and Social Sciences 75th Anniversary Symposium: Reaffirming the Value of Human Understanding in the AI Era

    The MIT School of Humanities, Arts, and Social Sciences (SHASS) held its 75th anniversary symposium on September 24-25. President Sally Kornbluth said that AI has already had a huge impact on research and education, and that MIT needs the school's insights and guidance more than ever. Provost Anantha Chandrakasan emphasized that the arts, humanities, and social sciences are as important as ever amid the rapid changes driven by AI, and that technical capability alone is insufficient to solve global challenges.

    The MIT School of Humanities, Arts, and Social Sciences (SHASS) held its 75th anniversary symposium on September 24-25. President Sally Kornbluth said that AI has already had a huge impact on research and education, and that MIT needs the school's insights and guidance more than ever. Provost Anantha Chandrakasan emphasized that the arts, humanities, and social sciences are as important as ever amid the rapid changes driven by AI, and that technical capability alone is insufficient to solve glob

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  2. MIT News · Artificial Intelligence

    Martha Minow discusses how to sustain democracy in the AI era at MIT

    Harvard legal scholar Martha Minow noted in the Compton Lecture at MIT that AI is weakening the four key elements of democracy—education, reliable information, security, and fairness—and warned of a possible "loss of the Enlightenment." She cited a Gallup poll stating that 77% of Americans believe the founding fathers would be disappointed with the current state of the country, while arguing that existing LLMs can deepen thinking through prompts, questions, and cues rather than replacing students' homework, and that MIT researchers have the ability to develop more trustworthy tools.

    Harvard legal scholar Martha Minow noted in the Compton Lecture at MIT that AI is weakening the four key elements of democracy—education, reliable information, security, and fairness—and warned of a possible "loss of the Enlightenment." She cited a Gallup poll stating that 77% of Americans believe the founding fathers would be disappointed with the current state of the country, while arguing that existing LLMs can deepen thinking through prompts, questions, and cues rather than replacing student

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  3. AWS Machine Learning

    How Bayer Built an Agent Decision Engine on Amazon Bedrock AgentCore

    Bayer Crop Science built a multi-agent natural language interface ADE on Amazon Bedrock AgentCore, covering its Connected Decision Engine; in the first phase, about 80% of user questions were resolved without engineer intervention. ADE runs 22 specialized agents in production, routed by intent via a Supervisor Agent, and exposes backend APIs as MCP tools through AgentCore Gateway. Fault diagnosis time was shortened from manual troubleshooting that previously took over 1 hour to under 10 minutes.

    Agentic Decision Engine architecture: user experience, orchestration, specialist agents, and tools and data source layers

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  4. Moonshot AI · Kimi BlogSelected

    Moonshot AI releases Kimi K3.1 Pro: a 3T-class open-weight model with a 1 million token context

    Moonshot AI releases Kimi K3.1 Pro, the first model in the K3.1 series and its strongest 3T-class open-weight model to date, with a 1 million token context window, alongside Kimi K3.1 Pro Highspeed, which is 2-3 times faster. The model is now available on Kimi.com, Kimi Work, Kimi Code and the Kimi API, with full model weights to be released on November 4. On Terminal-Bench 4.0, K3.1 Pro scores 65.7%, higher than GPT-6 Astra's 58.2% and slightly below Claude Opus 5.5's 66.4%; on the internal benchmark Kimi Code Bench 3.0 Long-horizon it scores 61.2%, higher than K3's 55.95%.

    Benchmark results for Kimi K3.1 Pro and peer models across 14 coding, science, and knowledge-work evaluations

    Moonshot AI releases Kimi K3.1 Pro, the first model in the K3.1 series and its strongest 3T-class open-weight model to date, with a 1 million token context window, alongside Kimi K3.1 Pro Highspeed, which is 2-3 times faster. The model is now available on Kimi.com, Kimi Work, Kimi Code and the Kimi API, with full model weights to be released on November 4. On Terminal-Bench 4.0, K3.1 Pro scores 65.7%, higher than GPT-6 Astra's 58.2% and slightly below Claude Opus 5.5's 66.4%; on the internal ben

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  5. Figma AI / Agent / Make

    Figma code layers enter public beta, six teams share how they use it

    Figma announced that code layers have entered public beta, allowing teams to explore and build code-backed prototypes on the canvas. The article lists how six teams—Superside, Dell, Cox Automotive, Rocket Money, Merkle, and Checkout.com—use it, including using the Figma agent to turn static designs into code layers, comparing multiple versions side by side, and iterating in stages with precise values and reference screenshots. Merkle says iteration and feature development speed increased by 30%, and documentation creation time was reduced by up to 50%; a product manager at Cox Automotive says 19 versions took only about an hour of manual operation time. Code layers will consume AI credits; creating and editing will be free on paid plans until November 4, 2026.

    Pickup App preview showing a wall clock listing beside its App.tsx code.

    Figma announced that code layers have entered public beta, allowing teams to explore and build code-backed prototypes on the canvas. The article lists how six teams—Superside, Dell, Cox Automotive, Rocket Money, Merkle, and Checkout.com—use it, including using the Figma agent to turn static designs into code layers, comparing multiple versions side by side, and iterating in stages with precise values and reference screenshots. Merkle says iteration and feature development speed increased by 30%,

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Friday

  1. TechSpot

    UK Detective Under Investigation for Allegedly Using Microsoft Copilot to Assist in Criminal Case Decisions

    A senior detective with Derbyshire Constabulary is under investigation for gross misconduct by the Independent Office for Police Conduct (IOPC) over allegations of using Microsoft Copilot to assist in criminal case decisions. The detective is accused of using AI to make policy decisions, assess and manage risk, and inform investigative decisions, as well as inputting case-related sensitive operational and personal information into the tool. Derbyshire Police approved officers' use of Copilot in May 2025 for drafting reports and summarizing information, but explicitly prohibited inputting operational, sensitive or personal data; the investigation will examine usage between May 2025 and June 2026, and no conclusions have yet been reached.

    A senior detective with Derbyshire Constabulary is under investigation for gross misconduct by the Independent Office for Police Conduct (IOPC) over allegations of using Microsoft Copilot to assist in criminal case decisions. The detective is accused of using AI to make policy decisions, assess and manage risk, and inform investigative decisions, as well as inputting case-related sensitive operational and personal information into the tool. Derbyshire Police approved officers' use of Copilot in

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  2. Modem:Blog

    Modem launches Jev-powered smart triggers that filter events by natural-language conditions before starting agents

    Modem launches smart triggers: each event is first evaluated by TypeSafe's decision model Jev against natural-language conditions, with each evaluation taking under 1 second and costing 1/100 of a cent, and the Modem agent is started only when there is a match. The feature is now available to all users, and automations can be created in natural language via Claude, ChatGPT, Cursor, and the MCP plugin.

    The automation form: When 'a support ticket has new activity', with the scope tokens 'Source is Intercom' and 'Author is a customer', and the condition 'the customer reports that a feature is broken or failing' with the status 'Can be answered from the support ticket alone'

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  3. TechCrunch AI

    Warhound raises $200 million to genetically engineer military dogs for the US military and equip them with Anduril gear

    Warhound, co-founded by Colossal Biosciences' Ben Lamm and Anduril's Palmer Luckey, has emerged from stealth with $200 million in funding from investors including Sequoia, 8VC, Corner Ventures and CIA-backed In-Q-Tel, at a $1.2 billion valuation. The company plans to use Colossal's gene-editing technology to improve Belgian Malinois and German Shepherds, with Anduril providing protective vests, goggles and other hardware and software; the first dogs will soon be cloned and bred, expected to be born early next year and enter service within two years.

    Warhound, co-founded by Colossal Biosciences' Ben Lamm and Anduril's Palmer Luckey, has emerged from stealth with $200 million in funding from investors including Sequoia, 8VC, Corner Ventures and CIA-backed In-Q-Tel, at a $1.2 billion valuation. The company plans to use Colossal's gene-editing technology to improve Belgian Malinois and German Shepherds, with Anduril providing protective vests, goggles and other hardware and software; the first dogs will soon be cloned and bred, expected to be b

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  4. Aidan Gomez

    Cohere partners with Aleph Alpha and acquires AISLE to advance Europe's frontier AI layout

    Cohere CEO Aidan Gomez met with von der Leyen and Henna Virkkunen in Brussels this week to discuss advancing frontier AI development and expansion in the EU through Cohere's partnership with Aleph Alpha and the acquisition of AISLE. He said Europe's commitment to enhancing competitiveness and resilience is encouraging, and he looks forward to continuing to work with European customers and policymakers to advance sovereign, secure, and reliable AI development and adoption.

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  5. heise online

    Anthropic launches proactive AI agent Claude Duet

    Anthropic releases proactive AI agent Claude Duet, based on Claude Opus 5.5, running in a virtual machine with an independent browser, able to monitor email, calendars, and business software on its own and handle tasks in the background. The service is first available in preview to Pro and Max subscribers in the United States, requires joining a waitlist, and can be used via the iOS and Android apps and claude.ai. Duet connects to more than 6000 connectors and plugins, including Gmail, Slack, QuickBooks, Stripe, and others; actions such as payments, signing documents, and deleting files require explicit user confirmation, while securities trading and transfers between accounts are completely prohibited. Anthropic calls it an early version that may misread messages or misjudge urgency, and background checks consume existing Claude plan quotas.

    Anthropic releases proactive AI agent Claude Duet, based on Claude Opus 5.5, running in a virtual machine with an independent browser, able to monitor email, calendars, and business software on its own and handle tasks in the background. The service is first available in preview to Pro and Max subscribers in the United States, requires joining a waitlist, and can be used via the iOS and Android apps and claude.ai. Duet connects to more than 6000 connectors and plugins, including Gmail, Slack, Qu

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  6. Zhi Dong Xi

    Investors in DeepSeek's approximately RMB 100 billion second round of financing revealed: Meituan, Geely, NetEase and others on the list

    Investors in DeepSeek's approximately RMB 100 billion second round of financing include GigaDevice, Meituan, Geely, Midea and existing shareholder NetEase, with more than 15 investors in total; CATL and Tencent are the largest investors. This round sets the record for the largest financing in China's AI industry, with DeepSeek valued at approximately USD 74 billion before the financing. DeepSeek has engaged CITIC Securities as its listing advisor, targeting a listing on the Shanghai Stock Exchange in early next year.

    Investors in DeepSeek's approximately RMB 100 billion second round of financing include GigaDevice, Meituan, Geely, Midea and existing shareholder NetEase, with more than 15 investors in total; CATL and Tencent are the largest investors. This round sets the record for the largest financing in China's AI industry, with DeepSeek valued at approximately USD 74 billion before the financing. DeepSeek has engaged CITIC Securities as its listing advisor, targeting a listing on the Shanghai Stock Exchan

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  7. Hugging Face

    Hugging Face launches a Space to check whether models can run on AWS Trainium

    Hugging Face releases the torch-neuronx model support Space, which lets users view, by download count or trend, whether models on the Hub can run on AWS Trainium, and reports the number of sharded cores, compile-inclusive latency, and peak memory. Currently it only tests Transformers text-generation and image-text models, and only models that fit on 4 Trainium2 devices (up to 16 cores); each model generates 32 tokens for validation, comparing against CPU results in single-core mode, and in sharded mode a small model judges whether the English is fluent. Results come from the public dataset aws-neuron/torch-neuronx-model-support, and the Space also provides run scripts and a NEFF cache command that skips compilation.

    Hugging Face releases the torch-neuronx model support Space, which lets users view, by download count or trend, whether models on the Hub can run on AWS Trainium, and reports the number of sharded cores, compile-inclusive latency, and peak memory. Currently it only tests Transformers text-generation and image-text models, and only models that fit on 4 Trainium2 devices (up to 16 cores); each model generates 32 tokens for validation, comparing against CPU results in single-core mode, and in shard

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  8. ElevenLabs Blog

    How Immobiliare.it scaled from a single conversational agent to an agent network

    Italy's largest real estate platform Immobiliare.it, based on ElevenAgents, scaled from a single conversational agent to an interconnected agent network, increasing lead qualification conversion rate by 3.3x, raising the likelihood of users leaving a phone number for follow-up by 74%, and about 80% of users rated the feature positively. The first agent was deployed on listing pages, responding 24/7 in the local language and summarizing each interaction; subsequently it expanded to agents for private homeowner outreach, listing quality outbound calls, voice and chat customer service, and conversational search, orchestrated with sub-agent division of labor.

    Smiling young man with short brown hair and a trimmed beard, wearing a striped shirt.

    Italy's largest real estate platform Immobiliare.it, based on ElevenAgents, scaled from a single conversational agent to an interconnected agent network, increasing lead qualification conversion rate by 3.3x, raising the likelihood of users leaving a phone number for follow-up by 74%, and about 80% of users rated the feature positively. The first agent was deployed on listing pages, responding 24/7 in the local language and summarizing each interaction; subsequently it expanded to agents for pri

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  9. Huxiu

    What exactly are automakers aiming for by building humanoid robots?

    Automakers building humanoid robots aim to incubate new businesses using the funding, real factory tasks, and supply chain capabilities of their automotive operations—first validating them in manufacturing and store scenarios, then pursuing external customers. Tesla's Optimus has already begun production at the Fremont factory, with external delivery targets still around the end of 2027, and plans to build 10,000 to 20,000 units for training; Figure 02 has accumulated more than 1,250 hours of operation at BMW's factory, and a forearm failure prompted a wrist structure change in the third generation. Hyundai controls Boston Dynamics, XPeng develops IRON in-house, and Mojia leverages Chery's channels—the approaches differ, but whether internal trials can translate into sustained paying external customers remains to be verified.

    Automakers building humanoid robots aim to incubate new businesses using the funding, real factory tasks, and supply chain capabilities of their automotive operations—first validating them in manufacturing and store scenarios, then pursuing external customers. Tesla's Optimus has already begun production at the Fremont factory, with external delivery targets still around the end of 2027, and plans to build 10,000 to 20,000 units for training; Figure 02 has accumulated more than 1,250 hours of op

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  10. Zhidx

    Former OpenAI Chief Product Officer Kevin Weil founded Warp Sciences, raising a $215 million Series A at an $865 million valuation

    Warp Sciences, an AI scientific research startup founded by former OpenAI Chief Product Officer Kevin Weil, has emerged from stealth, completing a $215 million Series A funding round at a post-money valuation of $865 million, led by Lightspeed Venture Partners. The company, founded in San Francisco with a team of about 20 people, plans to use AI, robotics, and automated laboratories to help pharmaceutical companies screen molecular variants in drug development, without developing drugs itself. The approach is still at an early stage, and whether it can run stably and improve experimental efficiency remains to be verified.

    Warp Sciences, an AI scientific research startup founded by former OpenAI Chief Product Officer Kevin Weil, has emerged from stealth, completing a $215 million Series A funding round at a post-money valuation of $865 million, led by Lightspeed Venture Partners. The company, founded in San Francisco with a team of about 20 people, plans to use AI, robotics, and automated laboratories to help pharmaceutical companies screen molecular variants in drug development, without developing drugs itself. T

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  11. heise online

    W3C discussion draft proposes using Web standards to constrain AI agents

    The W3C Strategy team published a discussion draft, "W3C and the State of the Web in the AI Era," proposing the use of Web standards to make AI agents safer, focusing on Prompt Injection protection, controllable permissions, and accessibility. The article was published on October 21 to build momentum for the TPAC meeting; it is a proposal rather than an approved standard, with the official presentation scheduled for October 29. Using travel booking as an example, the article points out that letting an agent search for flights does not equal authorizing it to pay for tickets, and recommends setting spending limits, revocable authorization, and traceable credentials for payments.

    The W3C Strategy team published a discussion draft, "W3C and the State of the Web in the AI Era," proposing the use of Web standards to make AI agents safer, focusing on Prompt Injection protection, controllable permissions, and accessibility. The article was published on October 21 to build momentum for the TPAC meeting; it is a proposal rather than an approved standard, with the official presentation scheduled for October 29. Using travel booking as an example, the article points out that lett

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  12. Numerama

    1Password Launches for Agents, Letting AI Agents Log Into Accounts Without Touching Passwords

    1Password has released 1Password for Agents, allowing AI agents to log into user accounts, but the password is filled in by 1Password itself and immediately withdrawn after a successful login, so the agent cannot read or reuse it. The first batch of integrations is Meta's Muse and SpaceXSI's Grok Bot; integrations such as Claude Duet, ChatGPT Work, dots, and Perplexity have not yet been given a timeline. The feature is included in personal and family subscriptions and currently only supports accounts hosted on 1Password.com; 1Password.eu and 1Password.ca accounts are not yet supported.

    1Password has released 1Password for Agents, allowing AI agents to log into user accounts, but the password is filled in by 1Password itself and immediately withdrawn after a successful login, so the agent cannot read or reuse it. The first batch of integrations is Meta's Muse and SpaceXSI's Grok Bot; integrations such as Claude Duet, ChatGPT Work, dots, and Perplexity have not yet been given a timeline. The feature is included in personal and family subscriptions and currently only supports acc

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  13. Computerworld

    7 hidden highlight features of Googlebook

    Googlebook hides 7 hard-to-notice practical features, including "Look up" instant definitions in the right-click menu, Circle to Search that must be enabled in system settings, customizable shortcut actions at the four corners of the screen, keyboard shortcuts that can be customized and created for any app, and automatic summaries of local files. Automatic summaries only cover locally stored files and do not apply to Drive or a connected Android phone. These features come from the author's short-term trial of a Lenovo Googlebook review unit.

    Googlebook hides 7 hard-to-notice practical features, including "Look up" instant definitions in the right-click menu, Circle to Search that must be enabled in system settings, customizable shortcut actions at the four corners of the screen, keyboard shortcuts that can be customized and created for any app, and automatic summaries of local files. Automatic summaries only cover locally stored files and do not apply to Drive or a connected Android phone. These features come from the author's short

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  14. Fortune AI

    AI Is Everywhere, Yet Not in GDP Data—What Will Trigger the Inflection Point

    AI has permeated every earnings call and boardroom deck, with enterprise generative AI spending reaching $30 billion to $40 billion in 2025, yet productivity statistics show almost no change. The only exception is data center construction: in 2025, hyperscalers invested more than $300 billion in data centers, chips, and power grids, which is already counted in GDP as private nonresidential fixed investment. The author believes AI will not take 15 years to show up in productivity data the way computers did, but only 5 to 8 years.

    AI has permeated every earnings call and boardroom deck, with enterprise generative AI spending reaching $30 billion to $40 billion in 2025, yet productivity statistics show almost no change. The only exception is data center construction: in 2025, hyperscalers invested more than $300 billion in data centers, chips, and power grids, which is already counted in GDP as private nonresidential fixed investment. The author believes AI will not take 15 years to show up in productivity data the way com

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  15. CTech

    Anthropic is hiring human writers at an annual salary of $345,000 to write speeches for executives

    Anthropic is hiring an "Executive Communications Writer" with an annual salary of up to $345,000, requiring at least 8 years of experience, with the work location in San Francisco or New York, and at least 25% of time in the office each week. The role is responsible for writing speeches, public appearances, and strategic messaging for executives, and requires the courage to challenge executives' ideas. Anthropic CFO Krishna Rao once said that AI has already written 90% of the company's code.

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