Speeding the path to synthetic jet fuel with AI, automation and biosensors

When it comes to powering aircraft, jet engines need dense, energy-packed fuels. Right now, nearly all of that fuel comes from petroleum, as batteries don’t yet deliver enough punch for most flights. Scientists have long dreamed of a synthetic alternative: teaching microbes to ferment plant material into high-performance jet fuels. But designing these microbial “mini-factories” …

AI that talks to itself learns faster and smarter

AI may learn better when it’s allowed to talk to itself. Researchers showed that internal “mumbling,” combined with short-term memory, helps AI adapt to new tasks, switch goals, and handle complex challenges more easily. This approach boosts learning efficiency while using far less training data. It could pave the way for more flexible, human-like AI …

AI can generate a feeling of intimacy that exceeds human connections

People can develop emotional closeness to artificial intelligence (AI)—under certain conditions, even more so than to other people. This is shown by a new study conducted by a research team led by Prof. Dr. Markus Heinrichs and Dr. Tobias Kleinert from the Department of Psychology at the University of Freiburg and Prof. Dr. Bastian Schiller …

Here it is boys, Z Base

Link: https://huggingface.co/Tongyi-MAI/Z-Image Comfy https://huggingface.co/Comfy-Org/z_image/tree/main/split_files/diffusion_models submitted by /u/Altruistic_Heat_9531 [link] [comments]

SelfReflect: Can LLMs Communicate Their Internal Answer Distribution?

The common approach to communicate a large language model’s (LLM) uncertainty is to add a percentage number or a hedging word to its response. But is this all we can do? Instead of generating a single answer and then hedging it, an LLM that is fully transparent to the user needs to be able to …

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Correcting the Record: Response to the EFF January 15, 2026 Report on Palantir

Editor’s Note: This blog post responds to allegations published by the Electronic Frontier Foundation (EFF) in relation to Palantir’s work with Immigration and Customs Enforcement (ICE). We believe it’s important to address misconceptions (as we have previously) about our technology and business practices with transparency and factual accuracy. Introduction The Electronic Frontier Foundation (EFF) has …