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Schneier on Security

Bloatware in Aftermarket Auto Parts

This story is interesting: One Civic owner purchased a cheap aftermarket head unit off Amazon, and decided to have Claude work its magic on it, like it would a smart TV. What was reportedly discovered isn’t surprising, but is worth knowing about. Among the pre-installed bloatware—­or spyware, if you’re being less charitable­—was a voice assistant equipped with WebView, an Android system component that lets apps display content off the web. This apparently always used about a third of processing

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Unite.AI

Pope Leo XIV Calls to “Disarm” AI, Urges Ban on Lethal Autonomous Weapons

Pope Leo XIV called for artificial intelligence to be "disarmed" and encouraged the states meeting in Geneva in November to take concrete steps toward banning lethal autonomous weapons, in an address delivered in the Consistory Hall of the Apostolic Palace on October 30, 2026. The audience gathered participants in "The Future of AI: A Dialogue Between the Vatican and the Scientific World on the Developments and Applications of Intelligent Technologies," a meeting organized jointly by the…

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Pope Leo XIV Calls to “Disarm” AI, Urges Ban on Lethal Autonomous Weapons
Unite.AI

AI Adoption Is Up. But Is Business Performance?

Companies are struggling to turn AI investment into meaningful returns. Usage is growing, yet only 13% of organizations report significant transformational value from AI. This gap should prompt leaders to take a step back and ask whether they are measuring activity or meaningful change. Under pressure to demonstrate clear AI ROI, organizations often turn to easy-to-report metrics, such as tool usage, active users or adoption rates. These measures show whether employees are engaging with AI…

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AI Adoption Is Up. But Is Business Performance?
The Guardian AIBusiness

Ghost in the machine: how AI is haunting the search for the supernatural

<p>Ghost hunting has changed in recent years due to AI chatbots, and paranormal enthusiasts are concerned</p><p>Ghost hunting is a tech-heavy pursuit. When Amy Waine and Jarrad Cutting investigate haunted locations, they’re loaded up with software of their own design, such as an app that assigns signals from a phone’s sensors to different words in a database. In the age of ChatGPT, the ghost-hunting pair is probing the world of AI. They describe one of their latest inventions, an app called <a h

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Ghost in the machine: how AI is haunting the search for the supernatural
NVIDIA BlogResearch

Things That Go Beep in the Night: Agentic AI Joins the Search for Extraterrestrial Signals

While science fiction lore tells us that humans will meet extraterrestrial life in the form of little green men, the detail that should raise hairs this Halloween is this: the search for extraterrestrial intelligence took a major leap forward with AI, and it increasingly focuses on AI agents built by humans listening for AI agents […]

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Things That Go Beep in the Night: Agentic AI Joins the Search for Extraterrestrial Signals
The Verge AIBusiness

Pope Leo calls for the disarmament of AI: ‘Machines are tools, not persons’

Pope Leo XIV says AI systems should be "disarmed," adding that humans "have the responsibility to guide, change and, when necessary, reject its applications." In Friday's Papal Address, Pope Leo encourages United Nations member states to "take concrete steps toward banning lethal autonomous weapons" during their meeting in Geneva next month. The address reflects many […]

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Pope Leo calls for the disarmament of AI: ‘Machines are tools, not persons’
Unite.AI

Agility Robotics Expects $465M Gross Capital Raise Ahead of SPAC Closing

Agility Robotics, a humanoid robotics company, and Churchill Capital Corp XI, a publicly traded special purpose acquisition company, said in a joint announcement on October 30, 2026, that Agility's gross capital raise in connection with their proposed business combination and related financings is expected to be approximately $465 million before transaction expenses. The companies said the expected figure follows the expiration of Churchill XI's redemption deadline. Composition of the Expected…

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Agility Robotics Expects $465M Gross Capital Raise Ahead of SPAC Closing
Unite.AI

Critically, Enterprise Agents Don’t Understand Highlighting

There’s a lot of important, unscanned paper in the world, and particularly in the business world. It’s estimated that only 1% of the four billion paper documents circulating through global trade each year are digitized, leaving the rest beyond the analytical powers of machine learning. That's just a rough appraisal of the problem in the business sector; governments also produce a huge amount of printed or paper-bound output, and the US National Archive reported this year that only 4.04% of the…

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Critically, Enterprise Agents Don’t Understand Highlighting
Unite.AI

Cohere Projects Over 1,500 Canadian Jobs and C$4 Billion Investment by 2031

Cohere said on October 30, 2026 that its multi-year Canada investment effort, which began in 2024, is now expected to create more than 1,500 Canada-based jobs and deliver more than C$4 billion in research and development and AI infrastructure investment through 2031. In a company announcement, Cohere said approximately 1,000 of the roles will be highly skilled technical positions spanning AI research, engineering, product development, infrastructure and deployment, with the investment spread…

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Cohere Projects Over 1,500 Canadian Jobs and C$4 Billion Investment by 2031
Hacker News 最佳

Cisco gives engineer unlimited AI tokens to rewrite legacy code

Article URL: https://fortune.com/2026/10/30/cisco-president-jeetu-patel-gen-z-27-year-old-unlimited-ai-tokens-rewrite-legacy-code-entry-level-jobs/ Comments URL: https://news.ycombinator.com/item?id=50304122 Points: 291 # Comments: 352

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Unite.AI

Beyond the AI Pilot: Turning Customer Data into Personalized Commerce That Scales

Enterprise enthusiasm for AI has outrun enterprise results. Stanford's 2026 AI Index reports that 88% of organizations used AI in 2025, yet adoption of AI agents stayed in the single digits across almost every business function. The distance between experimentation and value remains wide, and it is very visible and tangible in customer experience. There are two key points to consider when trying to understand why this gap exists. The first is organizational maturity on AI. Most companies are…

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Beyond the AI Pilot: Turning Customer Data into Personalized Commerce That Scales
The Guardian AIBusiness

Experts warn AI copyright changes could breach Australian constitution and spark huge compensation rights case

<p>Scraping copyrighted material from internet could ‘potentially’ amount to acquisition of property by government, Anne Twomey says</p><ul><li><p>Get our <a href="https://www.theguardian.com/email-newsletters?CMP=cvau_sfl">daily political email</a>, <a href="https://app.adjust.com/w4u7jx3">free app</a> or <a href="https://www.theguardian.com/australia-news/series/full-story?CMP=cvau_sfl">daily news podcast</a></p></li></ul><p>Altering copyright law to allow AI companies to scrape music, books a

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Experts warn AI copyright changes could breach Australian constitution and spark huge compensation rights case
Towards Data Science - Medium

Binning or Feature Selection: Which One Won Us an Insurance Hackathon?

For a year, we believed that supervised binning carried our winning entry to an insurance competition. After four seeds per arm and one shared feature set, the credit belongs elsewhere. The post Binning or Feature Selection: Which One Won Us an Insurance Hackathon? appeared first on Towards Data Science .

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Microsoft ResearchResearch

From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence

Evaluating Microsoft Copilot at enterprise scale requires test data that captures the full complexity of real organizations, yet real enterprise data contains sensitive information that cannot be used for evaluation under any circumstances. The post From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence appeared first on Microsoft Research .

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From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence
The Verge AIBusiness

Sam Altman sympathizes with mathematicians, but says OpenAI’s math onslaught won’t stop

After months of bombarding mathematicians with a relentless stream of AI-generated results, OpenAI CEO Sam Altman says he sympathizes with researchers struggling to make sense of it all. But he has no intention of stopping - and hints there could be much more to come from the company's stockpile of discoveries. "I think, on net, […]

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Sam Altman sympathizes with mathematicians, but says OpenAI’s math onslaught won’t stop
Lawfare (AI Policy)Regulation

Chinese AI Can Learn to Love the West

<div>The latest edition of the Seriously Risky Business cybersecurity newsletter, now on Lawfare.</div>

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The Robot ReportRobotics

RoboBusiness 2026 recap

The Robot Report editorial team sits down for a recap of noteworthy sessions and networking around the 2026 RoboBusiness event. The post RoboBusiness 2026 recap appeared first on The Robot Report .

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RoboBusiness 2026 recap
Towards Data Science - Medium

Your Agent’s Tools Can Make Decisions, Too

Decision models as tools: a hands-on guide The post Your Agent’s Tools Can Make Decisions, Too appeared first on Towards Data Science .

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The DecoderBusiness

Open-weight model GLM 5.3 built full Firefox exploit chains with zero human input in under 48 hours

Epoch AI researchers say the widely available AI model GLM 5.3 turned public security fixes into working exploits before updates reached Firefox users. It autonomously compromised six Firefox releases for about $1,000 in API fees each without triggering safeguards from any provider tested. The article Open-weight model GLM 5.3 built full Firefox exploit chains with zero human input in under 48 hours appeared first on The Decoder .

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Open-weight model GLM 5.3 built full Firefox exploit chains with zero human input in under 48 hours
Unite.AI

TBC Launches Mischief, a Neuron-Derived AI Video Model Built on Wan 2.2

Generating a short AI video can mean waiting through repeated attempts before a usable clip emerges. The Biological Computing Co. (TBC) is trying to shorten that loop with an unusual source of inspiration: measurements of living neurons. The company released TBC mischief 1, an image-to-video model based on Wan 2.2, on October 30 through fal and OpenRouter. In its public launch announcement, TBC says the model matches its base model's quality while generating video five times faster. That is a…

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TBC Launches Mischief, a Neuron-Derived AI Video Model Built on Wan 2.2
Unite.AI

AI Agents vs. Copilots vs. Workflows: What’s the Difference?

Copilots assist people, workflows follow predefined paths, and agents decide how to pursue a goal. The boundaries can blur, but the distinction is crucial for product design, governance, cost, and reliability.

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AI Agents vs. Copilots vs. Workflows: What’s the Difference?
Unite.AI

Why Token Costs Don’t Tell You Whether Enterprise AI Is Working

Enterprise AI is moving through a familiar cycle. At first, organizations went all in, reaching for the largest and most capable models because the technology was exciting and the bill had not yet arrived. When it did arrive, the response was equally predictable: teams began rationing access, reducing experimentation, and searching for less expensive models. Ali Ghodsi, cofounder and CEO of Databricks, has described the early stage of this cycle as “tokenmaxxing,” where consuming more tokens is…

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Why Token Costs Don’t Tell You Whether Enterprise AI Is Working
Hacker News LLMLLMs

Learn LLM inference system on Apple Silicon

Article URL: https://github.com/skyzh/tiny-llm Comments URL: https://news.ycombinator.com/item?id=50302361 Points: 2 # Comments: 1

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Hacker News 最佳

Backdoors in official Claude Code extensions

Article URL: https://cyberplace.social/@GossiTheDog/117528831681803563 Comments URL: https://news.ycombinator.com/item?id=50302334 Points: 655 # Comments: 17

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The Verge AIBusiness

Maine’s data center revolt will decide who controls the Senate

Maine Sen. Susan Collins, a Republican, was midway through defending her record during the final debate of the midterms when an audience member cut her short. "I'm terrified," a man shouted. "AI data centers are destroying our climate. They are poisoning our water." Collins brushed off the outburst, tying the man to her Democratic challenger, […]

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Maine’s data center revolt will decide who controls the Senate
Towards Data Science - Medium

Claude Code Mods: Custom Hooks to Fix My Biggest AI Coding Frustrations

How I built four Claude Code mods to protect API keys, track plan progress, catch untested code, and monitor context usage — with 135 passing tests and up to 100× less overhead than traditional hooks — and why they can outperform traditional hooks. The post Claude Code Mods: Custom Hooks to Fix My Biggest AI Coding Frustrations appeared first on Towards Data Science .

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Unite.AI

Cognizant Forms OpenAI Frontier Capability Group of 25,000+ Professionals

Cognizant announced on October 30, 2026, the formation of its OpenAI Frontier Capability Group, a global delivery organization bringing together more than 25,000 professionals aligned to delivering OpenAI products, including Codex and ChatGPT, for clients. According to Cognizant, the group is designed to help enterprises apply OpenAI models to how they write software, serve customers and run day-to-day operations. The company characterized the constraint holding back many enterprises as a…

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Cognizant Forms OpenAI Frontier Capability Group of 25,000+ Professionals