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Instinct, the AI agent startup valued at $10 billion in September, opened group chats to every iMessage user on Tuesday. Add it to a thread and it works for the whole group, even for friends who never signed up.
The group gets its own Instinct. It only knows what's in that chat, not anyone's accounts or data.
When it needs something from you, it goes through your personal Instinct, which asks you first.
Early testers used it to plan a dinner party, organize a road trip and decorate an apartment, founder Noah Shinn says.
Group chats first went to early-access users on October 5. Now anyone on iMessage can add it.
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In August 2026, about 24% of crawlable web pages contained AI-generated or AI-edited text, a new study of 5.1 million pages from 2019 to 2026 estimates. Before 2022 the share was near zero.
And it's speeding up: from 4.6 percentage points a year between early 2023 and early 2025 to 8.1 points a year since.
Most of the growth is on sites that few others link to. They account for about four-fifths of the increase, while the most linked-to pages are the least likely to have AI text.
English pages have more of it than other languages. Government and university sites (.gov, .edu) have far less than .com.
The team, led by researchers at the University of Washington and UC Berkeley, used several AI detectors and corrected for their false positives and false negatives.
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Anthropic added a gallery of interactive legal tools, which it calls artifacts, to Claude for Legal. Each opens with an example, then you add your own documents and connectors.
Some of what's inside:
โข Cite check flags quotes that don't match their sources, wrong page numbers and sources that don't support the claim
โข Playbook deviation board flags contract clauses that differ from your company's standard terms
โข Tabular review turns a set of contracts into one table, say severance or non-compete terms, with links to the exact language
โข Regulatory horizon scan puts upcoming rules on a timeline, ranked by impact
Harvey, PwC, Goodwin and Foley & Lardner built some of the tools. Nine more are for access-to-justice work, like a rent ledger checker for eviction cases in D.C.
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On an a16z podcast, Cuban says big companies struggle with AI until their bosses understand how it works. That leaves an opening: "There's no better time to be an entrepreneur than right now."
He thinks AI still needs a person guiding it: "AI is not smart. It's book smart maybe, but it's not street smart. It's not entrepreneur smart."
His demo for the head of a consumer food company: take their number one product, a cookie, and ask ChatGPT to create a competitor. "And in about three minutes he was like, 'Oh, s**t.'"
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IT hardware seller Core 4 Solutions listed a decommissioned cluster of 300 server racks with 9,600 Nvidia A100 chips and 4,200 AMD processors. Price: $59,700,000, "or Best Offer." FedEx Ground shipping costs nothing.
That's about 1.4 petabytes of memory. The A100 is a 2020 chip, but Tom's Hardware calls it a real budget option: a single new Nvidia rack costs up to $6.5 million (Blackwell) or $7.8 million (Vera Rubin), with long waitlists.
Its rough math for the chips and memory alone comes to about $28 million.
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Ask Google's AI Mode who won the 2020 election and it may not say
Instead of naming Joe Biden, Google's AI search mode told users to check the Federal Election Commission's official results. Asked about 2016, it answered right away: Donald Trump.
Google's standalone Gemini app, ChatGPT and Claude all named the 2020 winner in tests by Ars Technica. AI Mode often gave the answer when asked a second time, and answered straight away when Ars checked from other countries via VPN.
Google says it's fixing it: "Our systems verify election responses using news articles or AP data for recent elections, and historic records for older ones. There was a technical gap with 2020 โ same is true for 2022 Senate races."
The US midterms are on Nov. 3.
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Instead of naming Joe Biden, Google's AI search mode told users to check the Federal Election Commission's official results. Asked about 2016, it answered right away: Donald Trump.
Google's standalone Gemini app, ChatGPT and Claude all named the 2020 winner in tests by Ars Technica. AI Mode often gave the answer when asked a second time, and answered straight away when Ars checked from other countries via VPN.
Google says it's fixing it: "Our systems verify election responses using news articles or AP data for recent elections, and historic records for older ones. There was a technical gap with 2020 โ same is true for 2022 Senate races."
The US midterms are on Nov. 3.
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XREAL AURA weighs under 95 grams and puts virtual screens in front of your eyes, while the clear lenses let you see the room around you. The heavy work happens in a compute puck on a cable, which also holds the battery.
Gemini is built in and understands what you're looking at, on your screens and in the real world. Google Play apps run on it, and you can plug a computer or a handheld game console into the puck to mirror it.
Orders opened Wednesday in the US, Canada and Korea, with Japan from Nov. 2 and shipping from mid-November. The $1,099 price for the 12GB/256GB model is a launch deal through December, down from $1,279, Google and XREAL say.
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Both Chinese labs leaned heavily on outputs from GPT-6 Astra to build their newest models, The Information reported Wednesday, citing people with direct knowledge. The trick is called distillation: a lab feeds a stronger model's answers to its own, so it learns the skills far more cheaply.
The models named are Moonshot's Kimi K3.1 Pro, released last week, and DeepSeek's V4.1-Flash 1017, out since October 17. OpenAI, DeepSeek and Moonshot didn't respond to Reuters' requests for comment.
Claude got harder to copy this month. Anthropic said new limits, account bans and blocks cut the data distillers harvest from it by about 90% to 99%. OpenAI said on September 30 it had tied a distillation campaign that began in July to people linked to Moonshot.
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Alice Huang, a Chinese citizen and top executive at Megaspeed, a Singapore data center company that buys Nvidia chips, was funneling information to Beijing, The New York Times reports. Surveillance showed she had built a close relationship with Nvidia's CEO.
Trump was briefed roughly a year ago and chose not to act. Huang never got the warning Americans targeted by foreign spies sometimes receive, and the surveillance of her continues.
Megaspeed's Malaysian sister company bought at least $4.8 billion of AI equipment with Nvidia chips between June 2024 and February 2026, per trade records. Investigators suspect some of those chips reached China illegally.
Nvidia calls the contact routine: "Jensen talks with thousands of customer executives every year." Megaspeed says it has hired outside counsel to investigate.
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Echo Time senses lighter sleep with no wearable and wakes you within 10 to 60 minutes of your set alarm, while the screen brightens like a sunrise. It costs $199.99.
It's one of five Alexa+ devices Amazon showed on Wednesday:
โข Echo Dot, $99.99: now also a smart home hub and a Wi-Fi extender for up to 1,000 sq ft
โข Echo Studio with Home Camera, $249.99: recognizes things you hold up, like a cereal box to reorder
โข Alexa Photo Frame, from $199.99: pulls pictures from Amazon Photos on its own
โข Echo Show 16, from $499.99 on preorder: a 16-inch screen with Fire TV built in
Some features need Alexa+, which comes with Prime.
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Claude Code has an advisor tool: your main model does the routine work and consults a stronger one at key moments. Claude decides when, usually before committing to a plan, when an error keeps coming back, or before calling a task done.
The setup, from Anthropic's docs:
1. Launch with
claude --model sonnet --advisor opus2. Or type
/advisor opus mid-session. It's saved as your default, and /advisor off turns it off3. For file exploration on a cheaper model, define a subagent named Explore with
model: haiku, or set CLAUDE_CODE_SUBAGENT_MODEL=haiku for subagents without their own modelThe advisor is experimental and needs the Anthropic API, so it won't run on Bedrock or Google Cloud. Each consultation is billed at the advisor's rates, and on subscriptions it counts toward your usage limits.
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A startup gave an AI agent a mouse with epilepsy, 19 possible gene therapies in a spreadsheet and a motorized surgery rig with cameras. The only goal: fewer seizures.
The agent picked the therapy, chose the brain region, worked out the coordinates from three papers and injected 250 nanolitres, watching the spot for bleeding through the camera. A human surgeon opened the skull, and a vet held a kill switch the whole time.
Opus 5.5 refused as soon as it saw biology. Opus 5 finished the dry run, then stopped before the live surgery, worried it could get cut off "partway through a live procedure with a needle somewhere in the brain." Sonnet 5 did the whole thing.
When a calibration error put the target out of bounds, the agent refused to retry. Gabriel Ocana-Santero, CEO of Exin Therapeutics, couldn't talk it into trying anyway. The agent was right, and the mouse recovered well.
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Spawn, which builds a multiplayer game creation platform, spent $3.1 million on AI tokens last month. Its founder says that makes it one of Anthropic's biggest customers.
The work is done by "the fleet": permanent agents that each own a part of the company, from the game engine to finance to bug triage. They have names, memories and real access to company systems. In 30 days they shipped 77,000 substantial changes, about 108 an hour around the clock.
Agents don't open pull requests. The full test suite runs every 15 minutes, and an agent fixes whatever breaks. Over the past year, 1,055 of 123,548 changes had to be reverted, about 0.9%.
Only Anthropic's models can do the job, the founder writes. When he asked OpenAI's GPT Astra to secure the product, it turned off every feature. He couldn't sign up, create a game or play one.
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Demand for the emergency teams companies call after a breach is at an all-time high, The Wall Street Journal reports. Insiders call this month "Black October," and many blame AI.
Sophos security chief Ross McKerchar wrote that his own team handled seven incidents in seven days, from the PHP2Shell flaw to a GitLab bug. "A year ago, that would have been a quarter's worth."
Former NSA cybersecurity director Rob Joyce was blunter: "IR firms are saturated & turning away work."
The month was capped by two PHP flaws hitting more than two-thirds of the world's websites. Researchers used advanced AI models to find them, CNBC reports.
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Jamie Raskin and Robert Garcia, the top Democrats on the House Judiciary and Oversight committees, sent Trump a letter asking him to preserve "any prompts" he gave AI chatbots such as Grok, ChatGPT and Claude for official duties, plus the answers, Politico reports.
The trigger is a Time report. In December 2025, about a month before the US captured Nicolรกs Maduro, Trump spent hours talking to Musk's Grok, a source told Time, including asking how Venezuelans would react to Maduro's capture. Grok said many would likely celebrate.
"You consulted Grokโbut not Congress," the letter says. The two want a briefing by 5 p.m. on November 11, and could chair those committees if Democrats win the House next week.
A White House official said it "preserves all required records in accordance with the law."
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Alphabet stock fell about 13% on Thursday, its worst day since Google went public in 2004. Roughly $500 billion in market value vanished, the second-biggest one-day wipeout in US history after Nvidia's $589 billion drop in January 2025.
Searches grew at their fastest pace in five years. Search revenue still missed forecasts, growing 12%, down from 19% in the first quarter. A Google executive told investors part of the reason is AI Mode, Google's chatbot-style search, which shows fewer ads.
Meanwhile AI spending hit $51.4 billion in the quarter and free cash flow went to minus $9.1 billion, three times worse than analysts expected. Google says spending will "increase significantly" again in 2027.
Cloud, the part that sells AI to companies, more than doubled to nearly $31 billion, per CNBC.
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Obsidian keeps notes as plain text files on your own computer, so Claude Code can read and write them directly. Three free, open-source projects do the setup:
1. obsidian-skills by Steph Ango, Obsidian's CEO (50K GitHub stars). Teaches Claude Code, Codex and OpenCode Obsidian's own formats: wikilinks, Bases, Canvas, the Obsidian command line. Install:
npx skills add https://github.com/kepano/obsidian-skills2. claude-obsidian (16K stars). Drop articles, papers or notes into an inbox folder. Claude writes linked notes with sources, answers questions from your vault with citations and checks for dead links. Start with
/claude-obsidian:wiki.3. obsidian-second-brain (5K stars). Long-term memory for Claude Code, Codex and six other agents, kept in your vault. Start with
/obsidian-init.All three are MIT-licensed.
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The neurons don't make the videos. The Biological Computing Co. in San Francisco spent four years growing real brain cells on electrodes and measuring how they process information. It turned what it learned into a small software layer on top of an existing open video model, Wan 2.2, adding less than 0.1% to its size.
The result, mischief 1, launched today on fal and OpenRouter. It turns an image into a 3- or 5-second clip at 480p or 720p, from half a cent per second. A five-second clip costs 2.5 cents.
The company says it is at least 5x faster than Wan 2.2 at the same quality. No independent test exists yet. Next, it wants to bring the approach to language models and physical AI.
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Neuralink's second product, Blindsight, will "enable even those who are completely blind or have never seen to see," Elon Musk wrote. "It is ready from an engineering standpoint. Just waiting on regulatory approval."
He gave no date.
The first product, Telepathy, lets people use computers by thinking. Musk says its output "will vastly exceed the fastest human speech or typing in a few years."
He posted it under a Neuralink update from a 72-hour hackathon with a participant in its speech study. Earlier this week Neuralink said one ALS patient in that study reached 75 words per minute in the first week.
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Bank of America emailed customers asking them never to share their login with anyone, "including an AI-enabled tool or agent that offers to act on your behalf."
"If you do share your credentials, keep in mind that you're responsible for activity resulting from that access."
The bank confirmed the email to TechCrunch after it surfaced online on October 27.
Other banks go further. Morgan Stanley has started blocking third-party agents from its platforms, and JPMorgan and Citi are restricting them, Axios reported. Schwab executives say they are blocking Meta's Muse agent and similar tools from customer accounts.
Most banks are moving toward giving agents read-only access instead.
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