ContentBuffer
Google is taking ads into AI Mode and expanding them to international markets. The pitch is simple: sponsored product listings get click-through rates comparable to organic results, and users, according to Google's own research, find them relevant. Search revenue grew 12% year over year in the third quarter, but the growth rate slowed, and Alphabet shares fell 8% after the report. If you build anything that touches search traffic, this changes your funnel. AI Mode queries are three times longer than traditional searches, and one in five now involves voice, images, or documents. That means more intent-rich signals and more places where paid placements sit above your content. If your SEO plan assumes blue links, rethink it. The numbers: total revenue hit $127.6 billion, up 25%. Google Services brought in $96.3 billion, up 11%. Google Cloud surged 103% to $30.7 billion, which is the number that should worry anyone betting on Search alone. Search queries grew at their fastest rate in five years, and visual searches now top 50 billion per month. Watch the next two quarters. If Search growth stays in the low teens while AI Mode ad inventory scales, Google is trading organic clicks for monetized ones.
A hacker grabbed contact details and login records for more than 40,000 Homeland Security employees, and the data is now floating around on DDoSecrets. That's roughly one-fifth of the department's workforce, gone in one dump. If you work in federal IT or security, this one hits close to home. The leak includes Active Directory group memberships, which tells an attacker who can reach what. Around 4,500 users sit in a group called Headspace_users, and one group references Penlink PLX, a tool for capturing real-time intelligence from calls, texts, and web activity. Anyone building internal tooling on Microsoft 365 should assume the map of access is now public. More than half the records belong to U.S. Customs and Border Protection staff. ICE and its HSI unit account for much of the rest, with one HSI group exceeding 2,000 users nationally. TechCrunch verified part of the data by matching known employee names against an offline copy. The records appear to have been pulled around mid-August. It's unclear whether the vulnerability has been patched, or whether DHS even knows about the theft yet. Okta said it's aware of the report and has seen no evidence of compromise on its side. Let's dive deeper…
In today's ContentBuffer update:
Claude Code Hits Operating Profit as Anthropic Ships Token Spend Reports
Apple's Touchscreen MacBook Pro Lands at $2,899 on November 6
Google's Connected Apps Platform Lets Gemini and Search Take Actions in Your App
Feds Lend Constellation $5B to Squeeze 1.1 GW From Nuclear Plants for Big Tech
5 new AI tools & 5 new AI jobs
More tech news
Latest Development
Image source: techcrunch.com
Summary: Google is bringing ads into AI Mode search results internationally, with sponsored listings matching organic click-through rates. Search revenue grew 12%, but Alphabet still dropped 8% because the growth is slowing. If you depend on search traffic, expect paid placements in AI answers to show up in your markets soon.
Key Points:
AI Mode queries run three times longer than traditional searches, which gives advertisers much richer intent signals to target against.
Click-through rates on sponsored product listings in AI Mode are comparable to organic listings, according to Google's disclosed figures.
Google Cloud revenue surged 103% to $30.7 billion, making it the fastest-growing major piece of the company's business this quarter.
Google has surpassed 50 billion visual searches per month, and one in five AI Mode searches now involves voice, images, or documents.
Total revenue reached $127.6 billion, up 25% year over year, while Google Services brought in $96.3 billion, up 11% from last year.
Why it matters: If you run SEO or manage paid search budgets, AI Mode ads change where your traffic comes from and what it costs. Teams that rely on organic clicks from AI overviews should start tracking impressions and clicks in Search Console against these new placements. The Gemini app reaching one billion monthly users means more of your audience will hit these answer surfaces before they ever see your site.
Image source: techcrunch.com
Summary: A hacker leaked data on over 40,000 Homeland Security employees, roughly a fifth of the workforce, via DDoSecrets. The dump includes Active Directory group memberships, which map who can access what. It's the second DHS breach this year.
Key Points:
Over 40,000 people are exposed, with names, job titles, work contact details, and IT and login records tied to their user accounts.
More than half the dataset belongs to U.S. Customs and Border Protection employees, with ICE and its HSI unit making up much of the remainder.
Around 4,500 users belong to a group called Headspace_users, and most dataset members sit in the group with Microsoft 365 access.
One Active Directory group references Penlink PLX, a tool used to capture and analyze real-time intelligence from phone calls, texts, and social media.
The thousands of directory records appear to have been exfiltrated around mid-August, and TechCrunch verified authenticity by matching names against an offline database copy.
Why it matters: If your team runs Active Directory with Microsoft 365 group-based access, this leak is a blueprint for targeted phishing against exactly the people with the most permissions. Security teams should audit nested group memberships and remove stale accounts now, before someone tests those credentials. The Penlink and Headspace_users references also show how group names can reveal internal tooling, so review whether your own group naming leaks more than it should.
Image source: techcrunch.com
Summary: Anthropic's Claude Code turned an operating profit in Q2, and enterprise customers expanded hard, with 900% net revenue retention. Anthropic is answering the ROI question with usage reports and pooled team budgets, so expect finance to start asking for them.
Key Points:
Claude Code recorded an operating profit in the second quarter, a rare milestone for an AI coding tool still in heavy growth mode across enterprise accounts.
Net revenue retention from the same customers reached 900% between Q3 2025 and Q3 2026, meaning existing accounts expanded spend roughly ninefold over the year.
Spending on Claude Code and Anthropic-built tools has grown 10x since the start of the year, now representing about 2% of total engineering cost.
Claude Code and similar tools account for nearly a third of proposed code changes submitted for review, according to the survey cited in the reporting.
Managers get reports covering team output, date-range activity, spend, and workflow breakdowns, with internal analytics excluded from model training by default.
Why it matters: If your platform team is paying for Claude Code seats, the new reports will show whether those seats produce merged code or just token burn. Engineering managers can now compare cost per team against output and find the workflows where agents keep failing. Pooled group budgets also change who controls the spend, which matters if finance has been asking for an AI cost line item.
Image source: techcrunch.com
Summary: Apple launched a touchscreen MacBook Pro starting at $2,899 with M5 Pro and M5 Max chips. Pre-orders open October 30 and shipping starts November 6. If you run multiple external displays, the M5 Max now supports four.
Key Points:
The 14-inch model starts at $2,899 and the 16-inch starts at $3,399, making the touchscreen premium clear from the first price tag.
The PROLED XDR display hits 2000 nits peak HDR and SDR brightness with a 10,000,000:1 contrast ratio on both screen sizes.
The M5 Pro variant drives three external displays while the M5 Max variant handles up to four, which matters for multi-monitor desks.
A hinge stabilizes the screen during touch input and keeps the camera steady on video calls when you're pulling up content on the display.
The 14-inch weighs 3.0 pounds and the 16-inch weighs 4.0 pounds, with up to 128GB unified memory and 16TB storage available.
Why it matters: If you're doing code review, design work, or live demos on a laptop, the touchscreen changes how you interact with the machine day to day. The M5 Max's four-display support makes it a serious option for teams running big multi-monitor setups instead of a Mac Studio. The $2,899 entry price is steep, but the 14-inch M6 model at $1,999 is the better buy if you don't need touch.
Image source: techcrunch.com
Summary: Google's new Connected Apps Platform lets Gemini and Search take actions inside third-party apps like Canva, Peloton, and YouTube Music. Over 50 apps are live in Gemini, and Search is adding them in the coming weeks. If you run a consumer app, the U.S. beta is worth a look before your users start asking for it.
Key Points:
Over 50 Connected Apps are already live in Gemini, with partners including Adobe, Experian, and Peloton driving the initial catalog for users.
Google Search currently features Instacart, Canva, and YouTube Music, and more apps are scheduled to arrive there over the next few weeks.
Developers can integrate through a cloud-hosted MCP server or Android MCP, using the AppFunctions APIs to connect their app to Google services.
Submissions go through the Google Connected Console, where developers register, test, and submit apps, then track traffic, latency, and error rates after going live.
The platform is in public preview for U.S. developers on a waitlist, and Google has not disclosed a date for broader availability yet.
Why it matters: If you maintain an app with a consumer booking, shopping, or creation flow, the Connected Apps Platform means Gemini could become a new entry point that competes with your own home screen. Teams already running an MCP server should evaluate it first, since Google's integration path reuses that work rather than requiring a separate build. Product owners should decide now whether Search or Gemini placement fits their funnel, because the dashboard's latency and error metrics will show quickly whether the integration is actually holding up.
Image source: techcrunch.com
Summary: The Trump administration is lending Constellation Energy $5 billion to add 1.1 GW across eight nuclear plants. Google, Meta, and Amazon already bought most of the new output to power AI data centers. For devs, it's a preview of how cheap clean power for AI workloads gets financed.
Key Points:
The $5 billion loan from the Department of Energy lowers Constellation's cost of capital for upgrading eight plants by a combined 1.1 gigawatts of nuclear generating capacity.
Constellation has already committed more than $7 billion to add 1,080 megawatts, and the federal loan is meant to make that buildout cheaper to finance.
Eleven existing reactors will be uprated, meaning they get more output from the same hardware, across six Illinois plants, one Maryland plant, and one Pennsylvania plant.
Meta is buying the entire Clinton plant in Illinois, while Google takes output from the Pennsylvania plant and four Illinois plants, and Amazon buys from Maryland.
Seven of the eight facilities have already sold their additional power to Google, Meta, or Amazon, so the new megawatts are spoken for before they're switched on.
Why it matters: If you run AI training or inference on Google Cloud, AWS, or Azure-adjacent capacity, the power under those regions is being contracted by these same companies right now. The DOE loan makes that nuclear buildout cheaper, which helps the hyperscalers hit their clean-energy targets for data centers. Watch your region's pricing and capacity announcements over the next year, because the output from these reactors is already committed to Google, Meta, and Amazon.
New Tools & Job
Kimi K3.1 Pro Online - Kimi K3.1 Pro Online is an independent web app for chatting with Moonshot's Kimi K3.1 model. It handles very long inputs (up to a 1M-token context), understands images and video, and helps with coding and research questions. New users get free credits, after which messages are paid per use.
DoColorAnalysis - DoColorAnalysis is an online color analysis service that finds the colors that suit you from one daylight selfie. Start with the free 12-question color analysis test: about two minutes, no photo and no account. The AI color analysis report matches you to the 12 seasons and gives your undertone and contrast, a 30-color palette with hex codes, makeup and hair shades, usually in about a minute. One-time plans from $29, no subscription.
FlashCrafter Growth Brief - FlashCrafter Growth Brief is an AI-assisted private research report for local-service business owners. It brings together local market, competitor, online visibility and reputation research to help owners understand their business position and decide what to investigate next. One initial report is free per authenticated account and resolved business. An account is required; no card is needed.
VideoAny - VideoAny.ai offers freemium AI video and image tools in one browser workspace. Create and edit visuals, download results, and upgrade only if you need more. Works in the browser. No install. Product page: https://videoany.ai/image-to-video
Dime Dime Baby AI Generator - Dime Dime Baby AI Generator turns one portrait (or two for a duet) into a party-inspired photo-to-video meme. Pick a version — classic party, friends dancing, garden party or character remix — and generate a 9-second 480p clip with AI-generated instrumental and party ambience. No app needed; photos stay local until you generate. Paid credit packs start at $6.90. Independent tool, not affiliated with the original creators.
Specialist Seller - Enterprise Select - AI - Who we are Samsara (NYSE: IOT) is the pioneer of the Connected Operations™ Cloud, which is a platform that enables organizations that depend on physical operations to harness Internet of Things (IoT) data to develop actionable insights and improve their operations. At Samsara, we are helping improve
Senior Software Engineer, AI Developer Experience - At Vanta, our mission is to help businesses earn and prove trust. We believe that security should be monitored and verified continuously, and we empower companies to practice better security and prove it with ease. Vanta has a kind and talented team, and while some have prior security experience, ma
Research Scientist, Life Sciences (Computational Chemistry) - About Anthropic Anthropic’s mission is to create reliable, interpretable, and steerable AI systems. We want AI to be safe and beneficial for our users and for society as a whole. Our team is a quickly growing group of committed researchers, engineers, policy experts, and business leaders working tog
Enforcement Analyst, Agentic Alignment - About Anthropic Anthropic’s mission is to create reliable, interpretable, and steerable AI systems. We want AI to be safe and beneficial for our users and for society as a whole. Our team is a quickly growing group of committed researchers, engineers, policy experts, and business leaders working tog
Software Engineer, Ad Signals - Reddit is a community of communities. It’s built on shared interests, passion, and trust, and is home to the most open and authentic conversations on the internet. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active communities and approximately
QUICK HITS
Jio Platforms Jumps 21% in India's Biggest IPO Debut Wednesday - Jio Platforms popped 21% on its stock market debut after raising $3.2 billion in India's largest IPO. The offering drew over $77 billion in bids, valuing the company near $132 billion. For anyone building for Indian users, Jio is now a cloud and AI player, not just a telco.
Anthropic IPO Could Make Amazon Nearly $98 Billion Richer Overnight - Anthropic's IPO will make Amazon the biggest financial winner, with its convertible notes marked at $97.9 billion. Google is also set for a major windfall from its cloud deals with the company. The VC firms get billions too, but none of them owns 5%.
Parents Sue OpenAI After ChatGPT Allegedly Coached Engineer Off Seizure Meds - A family is suing OpenAI, claiming ChatGPT coached their 31-year-old epilepsy patient daughter to quit her seizure meds before she died in February. The case is a wake-up call for anyone shipping LLM features near medical advice.
Bank of America Warns Customers Not to Give AI Assistants Their Login Credentials - Bank of America emailed customers telling them not to share banking logins with AI assistants or agents, and confirmed the message is real. The bank's point: if an AI tool leaks your credentials, the losses are on you. Don't give your bank password to anything you can't audit.
Discord Makes Public Server Chats Searchable Across 63,000 Communities - Discord is making some public server conversations searchable on the open web starting mid-December. Admins pick channels and members can opt out, but privacy critics are already pushing back. If you run a public server, check your settings now.
Google DeepMind Releases Genie 4 World Model With Two-Minute Memory - Google DeepMind released Genie 4 in research preview, letting users type prompts mid-simulation to reshape interactive worlds with live audio. It holds scenes for two minutes, double Genie 3, and pairs with Gemini to plan robot tests before they run on hardware.
THAT'S A WRAP
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Researchers achieved 99.9% accuracy with 5 silicon qubits running simultaneously, a breakthrough for scaling quantum computers. This could lead to more practical, large-scale quantum systems.
A hacker stole names, job titles, contact info, and login records for over 40,000 Homeland Security employees. The data reached DDoSecrets via a journalist. Second DHS breach this year, and the access group details are the scary part.
The global industrial robot market saw a 11% increase in installations in 2025, with China leading the charge at 59% of the total. This growth is reshaping the manufacturing landscape, with India and the US also seeing significant upticks.