Assertion Contradicted AI assessment confidence: 95% certainty 4/5 debate potential 3/5

Nuzhna: FDA regulation has continuously increased except during the AIDS crisis

Lada Nuzhna · The Brutal Truth About Biotech: Why $2B Per Drug Is Killing Innovation · Nov 14, 2025 · at 6:15

Lada Nuzhna, a biotech investor, discusses the long-term regulatory trends impacting drug development costs and timelines on The a16z Podcast.

0:00 / 0:20exact quote · 20.7s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“Since the birth of this industry, we only had increasing regulation over time. I think there was like only one time in history of biotech where we made it easier to develop and approve new drugs. And that was during the ACE crisis where AIDS patients were just laying outside of FDA and demanding drugs to be approved on a more accelerated timeline.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

More from Lada Nuzhna

Assertion Not checkable as stated
Nuzhna: China leads global development in in vivo CAR-T and gene editing
“They are now leading in, in VivoC RTs, they are leading in gene editing and gene therapy, and partially due to this ability to do those investigator-initiated trials.”
Lada Nuzhna Nov 14, 2025 ▶ 17:09 The Brutal Truth About Biotech: Why $2B Per Drug Is Killing Innovation
Prediction Not checkable as stated
Nuzhna: AI will solve open biology questions before predicting drug efficacy
“Many big bio problems and open questions will be solved with AI way before we can predict efficacy for drugs.”
Lada Nuzhna Nov 14, 2025 ▶ 25:23 The Brutal Truth About Biotech: Why $2B Per Drug Is Killing Innovation
Prediction Not checkable as stated
Nuzhna: AI virtual cell models are near realization with existing data
“Virtual cells is actually not that far out. I think we have all the necessary data to generate something like that.”
Lada Nuzhna Nov 14, 2025 ▶ 25:33 The Brutal Truth About Biotech: Why $2B Per Drug Is Killing Innovation
Insight
Nuzhna: New therapeutic modalities face a "better than the Beatles" bottleneck
“So I think many new modalities will be bottlenecked by the Beatles, better than the Beatles problem.”
Lada Nuzhna Nov 14, 2025 ▶ 31:56 The Brutal Truth About Biotech: Why $2B Per Drug Is Killing Innovation
Insight
Nuzhna: US multi-payer insurance system disincentivizes early preventive healthcare
“The payer that pays the most for diseases of aged population is Medicare which kicks in after 65. Before then we have a multi-payer system where patients Tend to rotate their insurance every few years. And so there's really not much incentive for someone to co…”
Lada Nuzhna Nov 14, 2025 ▶ 34:49 The Brutal Truth About Biotech: Why $2B Per Drug Is Killing Innovation
Prediction Not checkable as stated
Nuzhna: Medicine will treat aging before understanding its underlying mechanisms
“I think we would be able to treat aging before we understand how to measure it or what it is or why it happens.”
Lada Nuzhna Nov 14, 2025 ▶ 40:24 The Brutal Truth About Biotech: Why $2B Per Drug Is Killing Innovation
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 1,000 episodes transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.