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Dylan Patel

Semiconductor analyst behind SemiAnalysis, known for hardware and AI-datacentre research, and founder and CEO of SemiAnalysis Capital.

Known aliases

  • Dylan

Current stories

leadershipOne report1 publisher

Revenue from coding agents has grown faster than AI data center spending, a Noahpinion post says

Revenue from coding agents grew faster than hyperscaler data center spending, according to the Noahpinion blog, even as the companies began to borrow. The post says the new debt raises the stakes if that growth slows.

Publishers:noahpinion.blog

Reality

Evidence35
Adoption
Not scored
Hype gap
Not scored
Incentives
Not scored
Confidence40
productOne report1 publisher

Clockwork raises $31 million for software that keeps GPU jobs running through hardware failures

Clockwork Systems raised $31 million and launched TorchSnap, a tool that snapshots distributed AI jobs so they can resume after hardware failures. The customer deployments it cites predate the new feature, so its value depends on how long a buyer's own restarts take.

Publishers:siliconangle.com

Reality

Evidence40
Adoption35
Hype gap+30
Incentives70
Confidence45
investConfirmed4 publishers

Positron's second tranche pays a 16 per cent step-up inside the same announcement

The $375m Series C priced Positron at $3.5bn before the money, and the up-to-$500m follow-on has to be sitting at $4.5bn pre-money to reach the $5bn headline, which only holds if every dollar of it is drawn.

Perspective Coverage

4 publishers
Builder
Builder 34%
Operator
Operator 21%
Investor
Investor 45%

Reality

Evidence55
Adoption30
Hype gap+35
Incentives70
Confidence60
buildConfirmed9 publishers

OpenAI's first Jalapeno numbers buy it leverage, not a procurement input

The 1.7x to 3.6x latency range is set by the baseline systems, not the chip, and the report's own publication date is unsettled. Read it as direction, not evidence.

Perspective Coverage

9 publishers
Builder
Builder 41%
Operator
Operator 31%
Investor
Investor 28%

Reality

Evidence52
Adoption14
Hype gap+38
Incentives82
Confidence68
leadershipOne report1 publisher

Investors quintupled Positron's valuation months before Asimov's tapeout

The $875 million round prices an inference chip whose performance figures come from cycle-accurate simulations and whose production date has moved from early 2027 into the second half. The system Positron ships today runs on HBM.

Publishers:implicator.ai

Reality

Evidence42
Adoption38
Hype gap+45
Incentives80
Confidence52
scienceOne report1 publisher

Positron raises $875M for an inference chip built around commodity LPDDR5X instead of HBM

The Reno startup says its Asimov ASIC carries 288 GB of on-package LPDDR5X and realizes more than 90% of its memory bandwidth. Both figures come from the company, and no independent benchmark accompanies them.

Publishers:forkast.news

Reality

Evidence26
Adoption5
Hype gap+58
Incentives74
Confidence54
buildOne report1 publisher

Identical B200 clusters are repricing 50-60% higher instead of falling, investor says

Gavin Baker's checks say the same hardware costs half again more than it did seven months ago, so the number worth modelling is the price at which end customers finally cover compute, power and financing.

Publishers:theneuron.ai

Reality

Evidence38
Adoption62
Hype gap+18
Incentives72
Confidence44
buildOne report1 publisher

Two buyers, one price: Patel says 2027's new compute is already half spoken for

SemiAnalysis puts 40-50% of 2027's new capacity under OpenAI and Anthropic contracts, with revenue per megawatt now well clear of deployment cost. That makes inference a residual market.

Publishers:dev.to

Reality

Evidence20
Adoption30
Hype gap+55
Incentives65
Confidence26