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Scientists found a way to flush Alzheimer’s plaque out of the brain in minutes. Without any surgery and drugs. Your brain has a waste-clearance network called the glymphatic system. It flushes out toxic proteins and dead cells. But it only really activates during deep, slow-wave sleep. If you don't sleep, the trash piles up. Over time, that buildup leads to cognitive decline and Alzheimer's. Until today. Researchers just published a paper proving they can manually trigger this cleaning cycle. Without you ever going to sleep. They used 40.68 MHz ultrashort waves (USW) beamed non-invasively into the brain. Within 10 minutes, the brain's fluid flow rapidly accelerated. The waves artificially synchronized the neurons into a Delta state, the exact frequency of deep sleep. This forced the brain's water channels to open and start flushing out the system. They tested it on mice with traumatic brain injuries and Alzheimer's pathology. The brain swelling dropped. The toxic proteins were cleared out. Cognitive deficits actually improved. No surgery. No massive chemical interventions. Just a frequency.

So basically, today PHP got two critical bugs that let anyone run code on your server without even logging in, which is bad, and then the details leaked before the patch was even out, which is worse, and it works on WordPress and MediaWiki and Magento and Joomla and Laravel, and Censys says like 1.5 million servers are running a version with no fix, so the NSA was like "take your system offline," and the FBI was like "take your system offline," and CISA and the UK and CERT-EU were all like "take your system offline," and then the Prime Minister of Japan, the actual Prime Minister, posted at 5:55 in the morning telling 48.8 million people to take their system offline, so everyone took their system offline, like the Dutch cybersecurity agency took its own website offline, and the Dutch parliament went offline, and the Port of Rotterdam went offline, and Finland and France and Denmark started pulling government sites, and Wikipedia went down, and Archive.org went down, and Asana and GOG and Something Awful went down, and the University of Vienna's webmail went down for some reason, and that's just PHP. Because GitLab also dropped a CVSS 10.0, which is the highest score they give out, for a bug that's been there since 2014, so that's every self-hosted GitLab for twelve years, and then LiteLLM 1.107.0 got hijacked and shipped a credential stealer and a remote access trojan in every single wheel and the Docker images, including latest, and you didn't even have to import it, just installing it was enough, and it's the second time this year, and then Railway paused every deployment on the entire platform because someone got into the environment variables, so now everyone has to rotate every secret they've ever stored there, and TiDB Cloud said someone was walking around inside with stolen credentials for basically a month and an extortion group says they took 10.6 terabytes, and Zeabur got breached for the second time in two months and is just shutting down, like the whole company, and Node.js patched remote code execution and a TLS bypass, and CISA says Plex is being actively exploited, and someone took over 300 Tor exit relays to steal SSH passwords, and SafePay ransomware has hit over 600 critical infrastructure orgs, and India's biggest bank filed a data loss incident, and Japan has been in an official state of emergency in cyberspace since October 9, which honestly explains the 5:55 AM post. Oh, and eMudhra, a certificate authority that's issued over 60 million certificates, whose entire job is proving websites are who they say they are, was supposed to be using private keys that are random numbers over a hundred digits long, and one of them was 4. Just 4. And the others were like 66 and 237. Anyway, it's Wednesday.

OpenAI starts refusing normal work for a real firearms industry data business. Wouldn’t look at an ammo dealer’s site. Couldn’t pull range policies. Wanted to lecture the owner. So the founder built 3 servers with 12 AMD R9700s for $32.2k. Same workload that six Mac Studios did at 12 jobs/min now runs at 175 jobs/min. 15× throughput. No API changes. No model drift. Models they chose on hardware they own. Love this qoute: "If the model can change at any time, we can’t build business processes on it." This isn’t a basement experiment. It’s infrastructure. Sometimes local isn’t a side project. Local AI stops being a hobby the moment the cloud starts breaking your actual business.