Good day. Many venture investors hailed the release of DeepSeek’s open-source technology as a sea change that would slash costs and fatten margins for app startups built on generative AI foundation models.
“From an investor standpoint, this could be a huge unlock for the future of AI applications. We may be on the verge of an explosion of AI applications,” said Pete Soderling, founder and general partner at early-stage venture firm Zero Prime Ventures.
But even before DeepSeek, some future cost reduction from AI had already been baked into business projections and valuations at those startups.
“The idea that models will get cheaper and faster was pretty obvious. The question is when and by whom,” said Ron Nachum, chief executive and co-founder of early-stage AI startup Sapien.
Sapien, which raised an $8.7 million seed round last year led by General Catalyst, is building autonomous financial analysts for business customers. “From our angle, this DeepSeek launch isn’t really a departure from the norm,” he said.
Sapien plans to evaluate DeepSeek, but Nachum said he doesn’t expect the company’s business trajectory to change drastically because of it. Sapien deploys various foundation models from companies such as OpenAI and Anthropic in its software. When evaluating which model to use, price is not the top priority, the CEO said: The main goal is to provide accurate results to customers quickly, using whichever generative AI models help in that task.
Nachum said he envisions pinging models more often as costs decline in order to sharpen their accuracy. “Maybe you run everything a few times, maybe you have a call verify itself,” he said. “You might have done one LLM [large language model] call, now you can do three,” he said. The goal would be to get more reliable results that customers could trust.
But there’s another trust issue that will likely inform whether Sapien turns to DeepSeek, Nachum said.
“The biggest thing for us is getting customer sentiment on it,” Nachum said. “People are comfortable with OpenAI, with Google,” he said. It’s less clear if customers would support Sapien’s use of a Chinese model, he said.
Downloading the DeepSeek model and running it locally would ensure that no data or information gets sent to Chinese servers, he said. But explaining that nuance to customers may not be easy.
“It’ll be a very difficult educational challenge,” he said.
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