Good morning. It’s Monday, November third.
On today in tech history: In 1983John Laird, Paul Rosenbloom, and Allen Newell debuted SOAR, a cognitive architecture built to model a unified type of human-like intelligence. It combined symbolic problem-solving, learning via “chunking,” and decision-making in a single framework – an ambitious AGI-style vision before the term was mainstream. SOAR became a key testbed for planning, operator learning, and cognitive modeling, influencing intelligent agents and early training simulations.
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Google Demos VEO-made Ad
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OpenAI pushes licensing and growth strategy amid renewed Musk confrontation
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AI reshapes labor market as forward-deployed engineers surge
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5 Latest AI Tools
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Latest AI Research Papers
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Today’s trending AI news stories
Google debuts Veo-made ad, pulls Gemma from AI Studio, and preps agentic Opal upgrade
Google has released its first fully AI-generated commercial, produced with the Veo 3 video model and featuring stylized plush characters to avoid synthetic-human “uncanny valley” issues. The campaign promotes Google Search’s AI Mode and is rolling out across TV, cinema, and digital. Google opted not to reveal AI usage, citing research that buyers prioritize narrative over production method. AI is being positioned as a typical creative tool, not a marketing hook, though Google is exploring recent ad formats for AI surfaces.
Regulatory and reputational scrutiny is intensifying. Google removed its lightweight Gemma model from AI Studio after Senator Marsha Blackburn accused it of generating defamatory fabrications. Google responded on 𝕏, saying Gemma was never intended for consumer-facing factual queries and was designed for developer integration, not end-user Q&A. The model stays accessible via API.
Gemma is on the market via an API and was also available via AI Studio, which is a developer tool (actually to make use of it you should attest you are a developer). We’ve now seen reports of non-developers attempting to use Gemma in AI Studio and ask it factual questions. We never intended this
— News from Google (@NewsFromGoogle)
12:10 AM • Nov 1, 2025
On the business front, Google continues to advertise AI adoption without disclosing revenue attribution. The corporate highlighted high token consumption, around one trillion tokens annually per top enterprise customer, but provided no clarity on monetization. Independent estimates suggest generative AI may contribute under 1% of Google Cloud’s 2025 revenue, constrained by integration complexity, safety concerns, and price pressure.
Product momentum stays strong. Leaked updates show Google preparing a major expansion of Opal, its AI-app and workflow builder. Latest Model Context Protocol integrations will enable direct automation across Gmail, Calendar, Drive, and native files. A Smart Layout mode will streamline UI creation, and a brand new Agent capability will provide iterative, tool-using, multi-step reasoning for adaptive workflows. The features aren’t yet public but appear in pre-release code. Read more.
OpenAI pushes licensing and growth strategy amid renewed Musk confrontation
OpenAI’s Atlas browser is quietly testing a structured method for handling blocked news sources by supplying context without quoting restricted material. When users ask about coverage from the Latest York Times or PCMag, Atlas redirects to synthesized summaries based on licensed or openly accessible reporting from the Guardian, Washington Post, Reuters, AP, and similar partners.
OpenAI’s Atlas was in a position to retrieve the complete text of a subscriber-exclusive article from the MIT Technology Review. | Image: CJR
Columbia Journalism Review reports that Atlas can reconstruct PCMag coverage using syndicated articles, social posts, and related reporting, and sometimes exposes text behind soft paywalls. The move reduces copyright and licensing risk, and flips incentives: publishers that block AI access may lose visibility and traffic to competitors that do license content to OpenAI.
Sam Altman is concurrently reinforcing a growth-first narrative to match OpenAI’s heavy multi-year compute pipeline. He said annual revenue is “well more” than $13 billion and accelerating, brushing aside doubts about financing over $1 trillion in compute commitments across the following decade. In a conversation with Microsoft’s Satya Nadella, Altman said OpenAI must expand beyond ChatGPT subscriptions into AI cloud infrastructure, consumer hardware, and automatic scientific research, with compute availability remaining the gating factor.
Financial Times charts how OpenAI has solidified its position through strategic partnerships and funding | Image: FT
Altman also reignited his long-running feud with Elon Musk after posting a thread on 𝕏 a few 2018 Roadster reservation, a refund request, and an initial failure to process the $50,000 deposit resulting from a bounced email. Musk replied by accusing Altman of getting “stolen a nonprofit” when OpenAI adopted a capped-profit model, then added a fourth act noting Tesla accomplished the refund inside 24 hours. Read more.
AI reshapes labor market as forward-deployed engineers surge
A Goldman Sachs survey finds just 11% of corporations link layoffs on to AI, while 47% use it primarily to spice up productivity and revenue. Workforce cuts are projected to succeed in 11% inside three years, with entry-level white-collar roles under particular pressure. Startups equivalent to Mercor are training AI to copy tasks traditionally performed by doctors, lawyers, and analysts, highlighting the growing efficiency-driven shift.
Demand for forward-deployed engineers (FDEs), specialists combining coding expertise with client-facing skills, has surged greater than 800% in 2025. Corporations including OpenAI, Anthropic, and Cohere embed FDEs inside client operations to tailor AI deployments, convert technical capabilities into measurable outcomes, and feed insights back into product development.
Investor optimism has concentrated equity gains in roughly 30 AI-focused firms, now representing 44% of the S&P 500 market cap and driving an estimated 75% of returns. While AI pressures early-career roles, the Bureau of Labor Statistics projects above-average growth for AI-adjacent positions through 2033.
AI still accounts for under 1% of GDP, but it surely is reshaping labor, corporate strategy, and industrial productivity at a speed few sectors have seen in many years. The approaching three years will determine whether advantages remain concentrated or diffuse more broadly across the economy. Read more.
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Qwen3-Max Considering goes survive Qwen Chat with an 82k-token reasoning boost
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AI researchers put LLMs in a vacuum robot and it hilariously spirals right into a Robin Williams–style meltdown
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Meta doubles down on retail with experiential West Hollywood store for AI wearables
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Being rude to ChatGPT actually makes it more accurate, but Penn State warns there’s a catch
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Nvidia teams up with Hyundai, Samsung, SK, and Naver to show South Korea into an AI powerhouse
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Tim Cook hints at AI deals and expansions as Apple prepares Siri overhaul for next yr
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Adobe Max demo reveals AI that applies first-frame edits to a whole video routinely
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Latest Perplexity features let users toggle Visa data for smarter, privacy-conscious AI personalization
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Watch: Skyfall-GS creates photorealistic, walkable 3D city models straight from satellite images
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Three 22-year-old AI founders grow to be the world’s youngest self-made billionaires with $10 billion Mercor valuation
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Latest research suggests LLMs may hide their inner states through simulated denials of experience
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Pangram nearly perfects AI text detection, outclassing competitors in University of Chicago study
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The Complete Idiot’s Guide to MCP
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From gut-tumbling microbots to dexterous humanoid hands, engineers are pushing the bounds of what robots can do
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Opera Neon users can now dive deeper into research due to ODRA launch
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Moonshot released KIMI CLI, a command line coding agent with MCP support
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Researchers explore how AI can strengthen, not replace, human collaboration
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UAE, Singapore lead AI adoption globally
5 recent AI-powered tools from around the net
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