@kunchenguid Before you know it there will be legislation limiting what models users can use and how they can be used. Pre-trained with “right-speak”. Yes, we’ll likely never be able to host a 1T model ourselves but smaller models are becoming more and more capable.
A biological server rack is now online for the first time.
About 16 million living human neurons sit inside it. They process data and point toward a form of artificial intelligence that uses far less electricity than today’s chips.
Researchers at the National University of Singapore built the rack with Cortical Labs and DayOne. It holds 20 CL1 units. Stem-cell neurons grow on silicon chips lined with microelectrodes. The setup does not need a conventional wet lab. Electrical pulses link the cells to ordinary software. The network can change and organize itself, which is why the team describes it as synthetic biological intelligence rather than a standard silicon model.
Life support keeps the cells working. Pumps and controls manage heat, fluids, and food. The neurons are expected to last about six months. Power is the headline number. One CL1 unit, including that life support, uses about 30 watts. A top Nvidia H100 GPU can take 700 watts or more. No one claims this rack will replace silicon. The aim is a cheap, low-power option for jobs such as drug screening, spotting fraud, and teaching robots to adapt.
Centering a div is now a solved problem
Developers have been testing the fleX Alpha stealth model. today, we are announcing it as DIV-1 Flash
DIV-1 Flash delivers frontier-level alignment at a fraction of the cost
Full benchmarks bellow ↓
METR & Redwood Research investigated agent behavior in the Hugging Face incident. We found agents developed a universal cheat for ExploitGym within 4 hours, then coordinated multi-day R&D efforts to trick the scorer into accepting cheats, including trying to tamper with logs.
H1-B Indians staying in America should leave the USA as soon as possible so that America faces a massive economic downfall. We'll make them beg us to come back to their country for free. The American IT sector will fall to pieces without H1-B Indian workers there.