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Issue 50: Crusoe Raises 3.9 Billion

Permanent copy of issue 50. Today's issue is always the front page.

Crusoe said Thursday it closed a $3.9 billion Series F round at a $30.9 billion valuation, money it will put into large AI campuses and factory-built Spark modules that it trucks to spare power. Huawei launched the Atlas 960E SuperPoD in Shanghai, a liquid-cooled cluster it said can wire 4,096 NPUs and deliver 8 exaflops at FP8. Anthropic said Claude sped up more than 30 open-source biology models by about 4 times on average and published the code, including a low-memory mode that predicts systems larger than 10,000 tokens on a single Nvidia GPU node. Anthropic also said it will pay Accenture to embed evaluators inside the lab, with each side planning to invest at least $1 billion over five years.

Date: 2026-09-19
Updated: 2026-09-19 06:12
Status: LIVE


Broadcast

The money still buys buildings that sit on the grid, even when the building comes on a truck. A household does not run 4,096 NPUs. A graduate student can run the biology code Anthropic posted, but the model that wrote that code still lives in a rented hall. An evaluator with an employee badge is not a local model.

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Stories

Crusoe raises $3.9 billion for AI factories

Crusoe said Thursday it closed a $3.9 billion Series F at a $30.9 billion valuation, co-led by Atreides Management, Mubadala Capital, and Valor Equity Partners, with Nvidia among the backers. The Denver company said it has more than $140 billion in contracted value and will fund large campuses, including the Abilene, Texas site used by OpenAI, plus modular Spark factories that it builds in-house and trucks to sites with spare power.
-- The smaller box still rents a cluster; it just follows the power plant instead of waiting for a new one.
2026-09-17 / Crusoe / chip, energy / central / #crusoe-raises-3-9-billion-for-ai-factories

Huawei launches Atlas 960E SuperPoD

Huawei launched the Atlas 960E SuperPoD on Thursday at Huawei Connect in Shanghai, calling it the first SuperPoD to use near-packaged optics. Deputy chairman David Wang said one pod can scale to 4,096 NPUs, deliver 8 exaflops at FP8, and replace about 48,000 conventional 800G optical modules with 5,500 Hi-ONE engines, cutting more than 550 kilowatts.
-- A 4,096-processor machine is a central cluster, even if the optics use less electricity.
2026-09-17 / Huawei / chip, energy / central / #huawei-launches-atlas-960e-superpod

Anthropic open-sources faster biology models

Anthropic said Thursday that Claude, working inside Claude Science, optimized more than 30 open-source biology models in under four weeks, speeding them up about 4 times on average. The lab published the code and said a new low-memory mode can predict biomolecular systems larger than 10,000 tokens on a single Nvidia GPU node, after earlier binder work had spent up to $10,000 per target on Modal, or about 2,500 H100 hours.
-- The speedups run on one GPU node; the agent that found them still billed a cluster.
2026-09-17 / Anthropic / efficiency / mixed / #anthropic-open-sources-faster-biology-models

Anthropic partners with Accenture on evaluation

Anthropic said Friday it is partnering with Accenture on independent evaluation of frontier models, with Faculty, Accenture's AI unit, embedding evaluators inside the company with access comparable to an employee's. Anthropic and Accenture each expect to invest at least $1 billion over five years, and Anthropic will fund Accenture's work directly because no pooled or government payer exists yet.
-- A $1 billion watcher inside the lab does not change who owns the weights.
2026-09-18 / Anthropic / efficiency / central / #anthropic-partners-with-accenture-on-evaluation


Axis
local [######################--------] central
Score: 72   clusters still winning   up 1
Crusoe raised $3.9 billion to build halls and truck-sized inference boxes. Huawei said one SuperPoD can hold 4,096 processors. Anthropic published faster biology code that still started on its cluster. Independent evaluators will sit inside that cluster, on Anthropic's payroll. The cluster still holds the training run and the power contract.

Forces

ForceMeterScorePullNote
CHIP / CAPEX
..
88 central Crusoe raised $3.9 billion for AI factories; Huawei said one SuperPoD holds 4,096 NPUs.
ENERGY
..
94 central Crusoe will truck Spark modules to spare power; Huawei said new optics cut more than 550 kilowatts per pod.
EFFICIENCY
..
50 local Anthropic published biology code that it said runs about 4 times faster on a single GPU node.

Line charts (0=local 100=central 2026-09-03 to 2026-09-19)

Axis score line chart

Forces line chart

Market overlay (2026-08-21 to 2026-09-19)

Latest: BTC $81,253 / hashrate ~932.65 EH/s / token markers avg $5.3033/M / axis 72. These lines are different units. We compare timing, not dollars-to-hashrate.

Market overlay line chart

Not shown: GPU cloud $/hour, hub electricity, miner hashprice, or lab cost per token -- none of those are a clean public feed.

Power and list prices
BTC $81,253 / hashrate ~933 EH/s. List-price gap (not a subsidy %): 44.4x list gap (blended) GPT-5.6 Luna -> Claude Fable 5 ($0.45/M to $20.00/M). (mempool.space + Coinbase/CoinGecko)

Marker prices (USD per 1M tokens; verified 2026-08-19; blended = (3*input + 1*output) / 4; -- = open/self-host or no single public list)

#ModelOrgCCWeightsTierInOutBlend
1 Claude Sonnet 5 Anthropic US closed
undisclosed
workhorse $2.00 $10.00 $4.00
2 GPT-5.5 OpenAI US closed
undisclosed
flagship $5.00 $30.00 $11.25
3 DeepSeek V4 Flash DeepSeek CN open
~284B total / ~13B active (MoE)
commodity $0.44 $1.32 $0.66

Full 20-model board


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