Ambience Healthcare

also referred to as: ambience

7 statements across 1 episodes · 3 bullish · 0 bearish · 1 people on the record · first statement Jul 29, 2025 by Brendan Fortuna · said 19 times in 1 episodes since 2025 · across every show →

Mentions by year

brought up most by Brendan Fortuna (10), Shawn Wang (6), Alessio Fanelli (3)

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2025 19 mentions in 1 episode

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Everything said about Ambience Healthcare, oldest first

Jul 29, 2025 positive
Disclosure
Ambience Healthcare uses Braintrust for on-premise LLM observability
“One of the cool tools that we use internally is Braintrust. I think they're doing some incredible work over there, building like a tool for domain experts. They do give some built in observability. They let you deploy on premise. It's a fantastic technology. H…”
Brendan Fortuna Jul 29, 2025 ▶ 15:28 ⚡️Using RFT to Build Clinical Superintelligence
Jul 29, 2025
Insight
Fortuna: Domain experts cannot replace ML engineers in LLM fine-tuning
“I think the domain experts, like in our case, clinicians, they're really good at like debugging model outputs, meeting with users, distilling that feedback into something actionable, maybe annotating or doing evals, but they don't necessarily have like, you kn…”
Brendan Fortuna Jul 29, 2025 ▶ 17:16 ⚡️Using RFT to Build Clinical Superintelligence
Jul 29, 2025 positive
Disclosure
Fortuna: Ambience uses OpenAI's platform for reinforcement fine-tuning
“Our foray into RFT has primarily been through the OpenAI kind of platform. So we're using those self-service, you know, APIs.”
Brendan Fortuna Jul 29, 2025 ▶ 6:09 ⚡️Using RFT to Build Clinical Superintelligence
Jul 29, 2025
Disclosure
Fortuna: Ambience sells to Cleveland Clinic, UCSF, Ardent, and John Muir
“Our customers are actually, like, big health systems. So, like, Cleveland Clinic and UCSF, Ardent, Sean Muir, these are the kind of customers we sell to”
Brendan Fortuna Jul 29, 2025 ▶ 1:01 ⚡️Using RFT to Build Clinical Superintelligence
Jul 29, 2025
Assertion Not checkable as stated
Fortuna: Ambience saves clinicians up to two hours per day
“And the end result is like, we'll save doctors, you know, up to two hours a day.”
Brendan Fortuna Jul 29, 2025 ▶ 1:39 ⚡️Using RFT to Build Clinical Superintelligence
Jul 29, 2025 bullish
Assertion Partly supported
RFT boosted o3-mini to 57% F1 on medical coding versus clinicians' 40%
“And the clinicians using F-one score were scoring like, let's say around 40%, right, on the F-one score, which was surprisingly low, lower than we thought. We were able to use RFT to kind of hill climb and get that, you know, get a small model O-three mini up …”
Brendan Fortuna Jul 29, 2025 ▶ 12:03 ⚡️Using RFT to Build Clinical Superintelligence
Jul 29, 2025 neutral
Assertion Supported
Fortuna: Oncologists and cardiologists spend up to 60 minutes pre-reviewing charts
“In certain specialties like oncology or cardiology, before they go into the visit with the patient, they can often spend like 10 minutes or up 30 minutes or 60 minutes looking at the chart. They're going to look at labs and images and, you know, other data abo…”
Brendan Fortuna Jul 29, 2025 ▶ 13:34 ⚡️Using RFT to Build Clinical Superintelligence
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