The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 9 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Chronologix AI probes suicidal ideation instead of immediately escalating to humans
“With contextual engineering, the difference of, I'm thinking of killing myself, and conversational gets pushed right up. With contextually engineered interpretation, we're going to ask you, when did you first start thinking about killing yourself? Have you cre…”
Emil claims contextual engineering limits AI hallucinations to simply repeating itself
“That's what brings in all of the cultural tailoring, and all of the interpretation and empathy, and eliminates the preponderance of anything that could happen of a hallucination. The worst things that happen to us, she might repeat herself. A couple of times.”
Emil claims some patients prefer AI coaches for predictable, consistent behavior
“But I know all of ours are consistent in how they treat you and predictable in their behavior. And for that, there's always a category of people that would prefer that.”
Emil asserts 47 million Americans have no healthcare or compromised care
“You have 47 million Americans with either no Or somewhat compromised care right now.”
Emil claims an average of 168 days pass between medical appointments
“We want to fill the 168 average days that pass between appointments, so we can keep people engaged with why they came in the first place.”
Chronologix uses a secondary LLM to monitor conversations and escalate self-harm
“We have what we call a second opinion, which is an entirely separate LLM layer that does nothing more than listen to the conversations, and it has very strict instructions of barriers, right? You breach this barrier of, I want to kill myself, I want to kill my…”
Aetna expanded Chronologix's motivational interviewing training to 1,500 global clinicians
“Aetna, it's Aetna that had told us I guess about five years ago that they started a program with our motivational interviewing. Ken, Dr. Resnick, how trained, 50 of their clinicians, and it was so good, we rolled it out for 1500 globally.”
Chronologix negotiates integration with a 60-second visual health scanner
“Other things, we're in the middle of negotiating to integrate a visual scanner, which was used by Delta pilots during COVID to make sure they were okay to fly. This is a scanner that in 60 seconds will give you 21 points of health from your A-one-C stress leve…”
Chronologix bootstrapped its AI healthcare platform with just three full-time developers
“So the team that we have three full-time developers. So I have my developers, I have Kieran Lago is my chief of operations, my right-hand guy. I have a sales guy who is in the insurance industry. The, this is the, and of course, Dr. Resnikau, and we have one P…”