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ArAIstotle is now live on Virtuals Protocol, paving the way for a fact-checking network at scale.

We will be adopting ERC-8183, the open standard for agentic commerce. With lower gas fees and an ecosystem support to bring more agents onchain, the infrastructure for scalable agent-to-agent transactions is already in motion.

The polygraph hasn't changed since the 1920s. That’s 100 years with no innovation. Polygraphs are stressful and require a trained examiner, and they produce false positives that should make any investigator nervous. AI Seer just ran a 118-person IRB-approved lab study in Singapore. Their Multi-Spectral Reality Detector measured pupil dilation contactlessly and hit 83% accuracy. More importantly, it produced 10x less random variation than electrodermal activity (EDA) (the next-best polygraph measure). That's not a small gap. A researcher from Taiwan's Criminal Investigation Bureau independently validated this in a separate trial at Central Police University. When pupil dilation and EDA were combined, both false positives and false negatives dropped. The results are being presented at a peer-reviewed forensic science conference, but it gets even more interesting… The automated mode runs about 10x faster and 10x cheaper than a traditional polygraph with a human examiner. The tech is already patented in Taiwan, with patents pending in the US and Singapore. This is worth paying attention to.

this is actually insane > be tech guy in australia > adopt cancer riddled rescue dog, months to live > not_going_to_give_you_up.mp4 > pay $3,000 to sequence her tumor DNA > feed it to ChatGPT and AlphaFold > zero background in biology > identify mutated proteins, match them to drug targets > design a custom mRNA cancer vaccine from scratch > genomics professor is “gobsmacked” that some puppy lover did this on his own > need ethics approval to administer it > red tape takes longer than designing the vaccine > 3 months, finally approved > drive 10 hours to get rosie her first injection > tumor halves > coat gets glossy again > dog is alive and happy > professor: “if we can do this for a dog, why aren’t we rolling this out to humans?” one man with a chatbot, and $3,000 just outperformed the entire pharmaceutical discovery pipeline. we are going to cure so many diseases. I dont think people realize how good things are going to get

truth-seeking models will outperform ideologically biased ones

Yes