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Data Gravity

Chris Zeoli

Essential insights for founders and practitioners navigating the data and infrastructure software landscape.

Platform
Substack
PricingOnly free issuesPublishesWeekly
Issues65SubscribersRead datagravity.dev

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Latest Issues

Recent posts by this newsletter. Browse the email archive.

The Inference Unbundling: Why Prefill and Decode Are Splitting the GPU

Inference is not one workload. It is two — prefill and decode — and they want different silicon. The market is splitting accordingly. Nvidia bought Groq for $20B. Cerebras partnered with AWS Trainium. Both pair a compute engine with a memor...

9 days ago
22
0

The Next Verifiable RL Domain Is Security

Reinforcement learning produces superhuman agents wherever the reward signal is cheap, fast, and verifiable. Coding and math fell first: SWE-bench scores moved from single digits in 2023 to 60%+ in 2025; AIME accuracy went from ~15% to 95%+...

15 days ago
13
2

The Structural Bottlenecks in the AI Data Center Supply Chain

AI inference workloads require 10,000–1,000,000x the compute of a comparable SaaS transaction, depending on model size and task complexity. This shifts value from software toward compute supply chain owners, compressing gross margins at the...

a month ago
19
1

Neoclouds and Why AI Compute Demand has Outgrown Hyperscaler Balance Sheets

RPO backlog data reveals a market so demand-saturated that even Azure’s $625B in AI-era commitments (+1,150% over pre-AI baseline) is insufficient. Microsoft, the largest infrastructure spender in the world, has spent the past year scrambli...

2 months ago
17
4

Authors

The writers behind this newsletter.

  • Chris Zeoli

    Partner @ Wing leading seed and series A investments in infrastructure software.

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