NewLimit CEO @jacobkimmel explains the clinical trial bottleneck AI can't fix: biology has irreducible latency "It's unlikely we're gonna see rapid expedition of clinical trials because a lot of the periods of time can't be expedited based on the biological primitives. In computer science you often have a notion of bandwidth and latency." "There are some irreducible latencies in clinical trials. If you wanna give a drug to a patient and see if they're healthy a month later, it's not like you can enroll 30 patients and check back in one day. You just need to wait a full month. The classic nine people can't have a baby in one month story." "The other thing we can hope for is that the success rate might improve. Right now, rough math, roughly 9 out of 10 drugs that go into the clinic will ultimately fail." "If you're able to even just 2X that success rate, getting to 20% success rather than 10%, then you would double the number of drugs that come out every year, and you would cut the effective cost in half." @newlimit

NewLimit CEO @jacobkimmel predicts AI will bring drug discovery back to the phenotypic paradigm that dominated from the 1930s to 1970s: "A lot of the medicines that first came about in the 1930s through the 1970s, we actually didn't know the mechanism for. They were discovered empirically, meaning someone created a molecule, they put it in an animal, and they asked what happened." "This is how Paul Janssen, I believe he probably holds the record for inventing the most drugs ever in history. He would synthesize new compounds, put them in a series of rats, and ask what they might be feeling as a result of that drug." "What AI will bring us back to is more of that phenotypic paradigm where we can come up with compositions that have the effects we want, and maybe we don't understand them on day one. We can't explain it or draw out a diagram on a whiteboard of exactly what's happening." "But if it's effective and it's safe, that's all that's necessary for a medicine. It doesn't matter if we have a nice succinct story to tell about it." @newlimit

#NewListing#: $TAO just landed in the global and EEA markets. @opentensor is an open-source protocol that powers a decentralized machine learning network. Unlock more trades with power in the New Money App.

📢 #NewListing# : $ARX ▫️Trading Pair: #ARX# / $USDT ▫️Deposit & Withdrawal: 8:00 on June 24 (UTC) ▫️Trading: 8:30 June 24 (UTC) ▫️Service: AMM, Spot Grid, and Auto-Invest Plan Learn more:

📢 #NewListing# : $PEARL ▫️Trading Pair: #PEARL# /$USDT ▫️Deposit & Withdrawal: 8:00 on June 24 (UTC) ▫️Trading: 8:30 June 24 (UTC) ▫️Service: AMM, Spot Grid, and Auto-Invest Plan Learn more:

📢 #NewListing# : $RE ▫️Trading Pair: #RE# / $USDT ▫️Deposit & Withdrawal: 14:00 on June 18 (UTC) ▫️Trading: 14:10 June 18 (UTC) ▫️Service: AMM, Spot Grid, and Auto-Invest Plan Learn more: