Oct 12, 2026 · 22 min · 7 segments
Watch the video version: https://www.youtube.com/watch?v=qujzD1jAeVcCloudflare's Clef-omni Judges Everything in 1.5s | Chip CEOs: Capital Is AI's BottleneckCloudflare just shipped an AI that never…
Well, let's start with the stabilization aspect, because the underlying technology is definitively shifting from novelty to utility.
Mm-hmm.
I mean, this release proves the industry is moving away from bloated, expensive generative chatbots toward practical, highly efficient decision engines.
Efficient being the key word there.
Right.
With Cleft Omni utilizing a mixture of experts' architecture, which allows it to activate only a fraction of its parameters, it has driven the cost down to just zero point zero three eight dollars per million input tokens.
That's pennies.
Exactly.
AI is becoming a sustainable utility.
Well, it's a hallmark of mature corporate governance, not a reason for public panic.
Okay, but if you look at the financials, I mean, this industry is structurally overextended to a truly alarming degree.
At that same DBS Asia conference, Intel CEO Lip-Bu Tan and Broadcom's Hock Tan both admitted that capital and borrowing costs, not silicon innovation, but capital are now the real bottlenecks.
Well, building out physical tech is expensive.
Expensive is an understatement.
This massive financial leverage is happening right as Hock Tan admits the physical compute supply won't balance out to meet demand until 2029 or maybe 2030.
It takes time to build fabs.
But most alarmingly, that Axios report shows industry insiders expect a major cyber attack shutting down banking or power grids within the next six to twelve months.
That tells us these companies are deploying inherently dangerous technology faster than they can secure it, and they are relying on strategic political maneuvering rather than technical safety to survive the fallout.
Okay.
Well, let's start with the stabilization aspect, because the underlying technology is definitively shifting from novelty to utility.
Mm-hmm.
I mean, this release proves the industry is moving away from bloated, expensive generative chatbots toward practical, highly efficient decision engines.
Efficient being the key word there.
Right.
With Cleft Omni utilizing a mixture of experts' architecture, which allows it to activate only a fraction of its parameters, it has driven the cost down to just zero point zero three eight dollars per million input tokens.
That's pennies.
Exactly.
AI is becoming a sustainable utility.
Well, it's a hallmark of mature corporate governance, not a reason for public panic.
Okay, but if you look at the financials, I mean, this industry is structurally overextended to a truly alarming degree.
At that same DBS Asia conference, Intel CEO Lip-Bu Tan and Broadcom's Hock Tan both admitted that capital and borrowing costs, not silicon innovation, but capital are now the real bottlenecks.
Well, building out physical tech is expensive.
Expensive is an understatement.
This massive financial leverage is happening right as Hock Tan admits the physical compute supply won't balance out to meet demand until 2029 or maybe 2030.
It takes time to build fabs.
But most alarmingly, that Axios report shows industry insiders expect a major cyber attack shutting down banking or power grids within the next six to twelve months.
That tells us these companies are deploying inherently dangerous technology faster than they can secure it, and they are relying on strategic political maneuvering rather than technical safety to survive the fallout.
Okay.
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