Palo Alto Networks CEO Nikesh Arora warned Thursday that token costs need to drop as much as 90% to promote large-scale artificial intelligence adoption. Speaking on CNBC's "Squawk on the Street," Arora responded to OpenAI CEO Sam Altman's announcement that the frontier lab's latest model is 54% more token-efficient for agentic coding, calling it "a good start" but stating "we probably need another turn at it." Rising token costs have emerged as a major pain point for businesses, straining AI budgets and making AI tools increasingly difficult to implement at scale.
Arora Sets Token Efficiency Targets for Twelve-Month and Two-Year Timeline
Arora stated that token efficiency needs to drop to as much as 20% over the next twelve months, and 90% by the following year. "We need to see the pricing for AI come down," Arora told CNBC's Seema Mody. The current pricing, he said, makes AI tools increasingly difficult for businesses to implement. The worry is that high token costs create a major barrier to widespread adoption, preventing many enterprises from using the tools.
Industry Executives Criticize Token Pricing Model as Adoption Barrier
Arora is among a growing group of executives pushing for a decline in token pricing. Last week, Palantir CEO Alex Karp blasted the token model used by Anthropic and OpenAI on CNBC's "Squawk Box," stating "something has gone completely wrong." Karp said, "The basic view among enterprises in this country is I'm going to chillax and waste my time with tokens," and called open-weight models a potential solution. The token problem is leading many businesses to implement cheaper open-weight tools, including Chinese models that are quickly closing the gap with American labs.
Tech Giants Raise Billions in Debt to Fund AI Infrastructure
AI spending is accelerating to new highs to power the massive infrastructure buildout. SpaceX raised $25 billion last month in a bond sale. Amazon raised $25 billion in debt this week. Arora said the market will start to come to terms with the spending, or businesses will adjust to the market. Budgets will also decline as the technology becomes more efficient. "It's important to understand the demand continues to be infinite, and as long as you have an infinite demand curve that you're facing, I think all these things will rationalize over time," he said.
FAQ
What did Palo Alto Networks CEO Nikesh Arora say about AI token costs on Thursday?
Nikesh Arora warned Thursday on CNBC's "Squawk on the Street" that token costs need to drop as much as 90% to promote large-scale artificial intelligence adoption. He stated that token efficiency needs to reach 20% over the next twelve months and 90% by the following year, calling OpenAI's 54% token efficiency improvement "a good start" but insufficient.
Why are high token costs a problem for businesses adopting AI?
Rising token costs have emerged as a major pain point for businesses, straining AI budgets and making AI tools increasingly difficult to implement. Arora stated that the current pricing creates a major barrier to widespread adoption, preventing many enterprises from using the tools. The token problem is leading many businesses to implement cheaper open-weight tools, including Chinese models.
How much money have tech giants raised recently to fund AI infrastructure?
SpaceX raised $25 billion last month in a bond sale. Amazon raised $25 billion in debt this week. AI spending is accelerating to new highs to power the massive infrastructure buildout, according to the source.
