Boehmig: Sticking to Main-Branch Foundation Models Beats Custom Model Training
Jason Boehmig · 5 Things That Are Working and 5 Things That Aren’t in B2B SaaS AI with Ironclad's CEO and a16z · Dec 11, 2024 · at 9:10
Ironclad CEO Jason Boehmig discusses AI architecture strategies for enterprise SaaS companies at SaaStr Annual.
0:00 / 0:10exact quote · 10.3s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“Staying on the main branch, staying on the core capabilities and supplementing it with fine tuning and additional techniques like RAG seems to be the approach that's winning right now.”
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 Jason Boehmig
Boehmig: AI Is at Peak Hype and Heading Into a Trough
“I do think we are at the peak of inflated lofty expectations in AI, and there's a, for good reason, there's a lot of excitement, but I think the trough is coming, and what we gotta do to get out of the trough is find the repeatable value in AI, and it, I think…”
Boehmig: Selling Repeatable $1M ARR Deals Beats Optimizing Enterprise PLG
“I think my big learning from this is not everything needs to be a PLG product. And if I could go give myself advice three years ago, it would be go figure out a way to sell more million ARR repeatable deals. And that's your path to efficiency, as opposed to tr…”
Boehmig: Human-AI Collaboration Will Beat Pure Machine Automation
“This combination of human and machine will beat the machine only.”
Boehmig: Unpredictable 5% Error Rates Make Unconstrained AI Dangerous in Contracts
“Especially for knowledge work, you don't want five percent of your contract work to be wrong, especially if you don't know what five percent might be wrong. Huge cost to that. And having the right human checkpoints there is still the best way to do things, and…”