Jeff Bezos is backing Flourish, a new "neuro AI" startup with $500 million in funding and a reported $2.5 billion valuation, that aims to reinvent AI by studying the brain's architecture and building systems that learn continuously while using far less power than today's large language models. The company's long-term bet is that neuroscientists and AI researchers working together can uncover the brain's "core algorithm" and eventually create brain-inspired AI that runs on a tiny fraction of current compute. Wired reports: Rob Williams knows how to pitch Jeff Bezos: You write a press release as if your product has already been built. Bezos reads it and gives a thumbs up or down. Williams went through this process a lot as an executive on Amazon's "S-team," in charge of software products such as Alexa, until his departure last fall. But the pitch he made a few weeks later -- in December 2025 -- was different. Now he was collaborating with Thomas Reardon, a neuroscientist and repeat startup founder, and approaching Bezos as a funder, not a boss. Here's what Bezos, sitting on his yacht somewhere, read while Williams anxiously watched on Zoom: "Flourish is a neuro AI company that is solving the two most difficult problems facing AI today: power efficiency and continuous learning. We are building Cortex AI, the first synthetic intelligence system designed to match the computational capacity, learning efficiency, and power budget of the human brain."
A month later, I'm lunching with Reardon and Williams in the Flatiron neighborhood in New York City. Reardon gets right to the point. AI has dug itself into a hole, he says. Though increasingly powerful, large language models are greedy consumers of computer power and data. Though the inspiration for LLMs was rooted in biology, current frontier models have little in common with the human brain. A person uses about 20 watts of energy to process information; a single chip in an AI training cluster uses more than 30 times that amount. The hyperscalers require thousands of chips and gigawatts of energy, enough to power small cities. And those models need to suck up virtually all of what humans have written. Each new model requires more, more, more. For all of that, the models don't learn. Once you train them, they're stuck. The goal, Reardon tells me, is to build "a synthetic artificial intelligence brain that runs on 50 watts or less." It should adapt to its conditions, be as nimble as a human mind, and burn a tiny fraction of an LLM's compute power and energy. The proof of concept is thriving inside our skulls. "There's something fundamentally wrong with saying, "I need to basically read every book ever written 20 times over in order to learn English,'" Reardon says. "A human baby does it with a couple hundred thousand utterances."
Reardon and Williams haven't figured out yet how to build systems that match the magic of a human brain. What they have is a belief that an expert, well-resourced team -- of AI researchers and neuroscientists working essentially side by side -- can find the answer. The neuroscientists will conduct original wet lab experiments with some of the most advanced lab equipment available, to hunt for usable intel on the brain's architecture. They plan to release the models they're currently developing as near-term products on the path to a full reinvention of AI. The fuzziness of the proposal didn't bother Jeff Bezos. After reading Williams' two-pager, he chipped in $50 million. Other funding came from Lux Capital, Google Ventures, and Catalio, among others. Bezos then almost doubled his initial stake and told Reardon he'd have given more if they'd asked. Now with a war chest of $500 million and a reported valuation of $2.5 billion, Flourish just needs to invent a new way to do AI.
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Security updates have been issued by AlmaLinux (bind, bind9.16, frr, kernel, kernel-rt, libexif, mysql, php, and unbound), Debian (apache2, chromium, glibc, gsasl, jackson-core, libxml2, nginx, request-tracker4, request-tracker5, tomcat10, tomcat11, and tomcat9), Fedora (chromium, firefox, haveged, keylime, libinput, libssh2, nasm, perl-CryptX, rust, thunderbird, and webkitgtk), Mageia (cockpit, golang-x-crypto, golang-x-sys-devel, kernel, kmod-virtualbox, kmod-xtables-addons, kernel-linus, perl-DBIx-Class-EncodedColumn, perl-Crypt-URandom-Token, xdg-dbus-proxy, and xmlrpc-c), Slackware (samba), and SUSE (7zip, amazon-ssm-agent, ansible-13, ansible-core, assimp-devel, bind, cacti, chromium, dpkg, epiphany, erlang27, evince, ffmpeg-4, freerdp, frr, git-bug, google-guest-agent, grafana, hauler, ignition, jq, kanidm, kernel, keybase-client, libjxl, libmariadbd-devel, libmozjs-115-0, libopenbabel8, libsoup2, mariadb, mcphost, networkmanager, openssh, perl-HTTP-Daemon, perl-HTTP-Tiny, perl-IO-Compress, perl-Sereal-Decoder, perl-xml-libxml, postgresql18, python-pyopenssl, python311-pip, tomcat, tomcat10, tomcat11, tor, trivy, unbound, uriparser, vifm, weblate, xorg-x11-server, and yq).
A "growing wave" of Reddit's "promoted posts" are sending U.S. and European audiences to money-stealing scams that impersonate major news organizations including the BBC, the Financial Times, and The Guardian, according to new findings from Bitdefender Labs.
"Domains are short-lived and rapidly rotated to evade detection," they write, noting that the impersonating sites apparently even use language "to falsely imply that the investment platform had been reviewed, approved, or vetted" by the legitimate site they're impersonating:
The campaign promotes fake AI-powered investment platforms such as Wencoin STX, Warrior Coin AI, and Nevo Coin, using fabricated celebrity endorsements, cloned news websites, fake interviews, and invented financial success stories to lure victims into depositing money. Researchers Andrea Olariu and Emanuel Puscasu have identified multiple promoted Reddit posts masquerading as legitimate financial or breaking news stories.
Some ads claimed that:
— NVIDIA and OpenAI were "creating the future"
— Heathrow police discovered hundreds of thousands of pounds in cash
— Governments and banks were allegedly trying to "hide" a revolutionary AI investment platform
— European regulators were "silencing" articles about AI trading systems
Some Reddit ads delivered in video format, including what appeared to be a deepfake BBC news segment featuring a news anchor presenting fabricated financial headlines... Examples observed by researchers included:
— Fake BBC pages discussing "$20 billion conversations" tied to AI investments
— Fraudulent Financial Times articles about Heathrow airport cash seizures
— Fake Guardian stories claiming governments were trying to suppress coverage of Wencoin STX or Nevo Coin
The pages featured fabricated interviews, fake profit screenshots, manipulated banking documents, false testimonials, and even fictional journalists or business editors designed to make the scam look legitimate. In many cases, the content sought to create a sense of exclusivity or conspiracy, suggesting that banks, regulators, or governments were trying to suppress public access to the investment platform...
Our researchers found that after users clicked links embedded within the fake Guardian articles, they were redirected to a registration form allegedly used to create a "Nevo Coin" investment account. The form requested personal contact information, including the victim's name, email address, and phone number. To increase pressure and encourage immediate action, the page warned that registration availability was limited, claiming that once all spots were filled, new user registrations would be suspended.
And in the final stage, they're asked to deposit money...
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