“I think that we're approaching this world in which the marginal cost of a good output is approaching zero. And I think when that happens, we're going to see exponential demand for productivity and outputs.”
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 Asha Sharma
Insight
Sharma: Continuous reward-model tuning is every AI company's true IP
“The whole KPI is what is the metabolism of a product team to be able to ingest data and then digest the rewards model and then create some sort of outcome? Because these models are so effective at this point, you want to start to tune them to certain types of …”
Asha SharmaAug 28, 2025▶ 5:41How 80,000 companies build with AI: Products as organisms and the death of org charts | Asha Sharma
Insight
Sharma: The Future of Software Products Is Composability, Not UI Canvas
“The future of products being about composability and not the canvas. And I think that product makers really need to rewire their mindset around this because I think we spend an inordinate amount of time thinking about the UI of something rather than how someth…”
Asha SharmaAug 28, 2025▶ 17:20How 80,000 companies build with AI: Products as organisms and the death of org charts | Asha Sharma
PredictionNot checkable as stated
Sharma: AI agents will flatten traditional corporate org charts into work charts
“And so I think that when all of that happens, the work chart the org chart starts to become the work chart. I think that tasks and throughput become more important than they have been before. I also think that you just don't need as many layers. Like I think t…”
Asha SharmaAug 28, 2025▶ 21:51How 80,000 companies build with AI: Products as organisms and the death of org charts | Asha Sharma
PredictionOpen · timeframe Aug 2030
Sharma: Industry spending on AI post-training will eventually surpass pre-training
“Like, I believe we will see, you know, just as much money spent on post-training as we will on pre-training, and in the future, more on post-training.”
Asha SharmaAug 28, 2025▶ 45:03How 80,000 companies build with AI: Products as organisms and the death of org charts | Asha Sharma
AssertionNot checkable as stated
Sharma: 600,000 expert annotations boosted Microsoft Dragon AI acceptance to 83%
“We've got an AI product called Dragon that's for physicians. And we saw a massive difference from when we used, you know, synthetic fine tuning to when we annotated 600,000 patient physician interactions by experts and actually fed that into the model and cont…”
Asha SharmaAug 28, 2025▶ 15:26How 80,000 companies build with AI: Products as organisms and the death of org charts | Asha Sharma
PredictionNot checkable as stated
Sharma: Traditional strategy docs will fade into interactive applications and artifacts
“I think docs themselves, like for every idea, for every, you know, need will just start to kind of fade into, you know, applications and different artifacts. In the productivity suite, which you know, is just a different way of working.”
Asha SharmaAug 28, 2025▶ 29:50How 80,000 companies build with AI: Products as organisms and the death of org charts | Asha Sharma
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