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Dive into a collection of past posts and rediscover timeless content.
Suno's Memorization Problem: When AI Evidence Becomes Legal Liability

Aug 22, 2026

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7 min read

Suno's Memorization Problem: When AI Evidence Becomes Legal Liability

Dutch lawyers proved Suno memorized copyrighted music. Your AI's outputs are now evidence of your inputs.

Yves Mulkers
Yves Mulkers
Alation Hacked, Sysco Bets $100M, Brussels Sets Sept 12 Deadline

Aug 21, 2026

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7 min read

Alation Hacked, Sysco Bets $100M, Brussels Sets Sept 12 Deadline

A breach, a budget, and a regulatory deadline that changes product engineering forever.

Yves Mulkers
Yves Mulkers

case study

A Tier 1 Bank Cut AI Compute Costs 21,000x

Aug 20, 2026

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1 min read

A Tier 1 Bank Cut AI Compute Costs 21,000x

AtScale's benchmark of guided vs. unguided warehouse queries

Yves Mulkers
Yves Mulkers
Etched's $10.3B Bet: AI's Middle Layer Becomes Tradeable

Aug 20, 2026

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7 min read

Etched's $10.3B Bet: AI's Middle Layer Becomes Tradeable

Three deals reveal where the real AI money moved this week

Yves Mulkers
Yves Mulkers
Microsoft's $2.5B Bet: People Over Models

Aug 19, 2026

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7 min read

Microsoft's $2.5B Bet: People Over Models

Microsoft, AWS, OpenAI all betting billions on embedded engineers. The model was cheap.

Yves Mulkers
Yves Mulkers
Cooley's $30B Dealmaker: AI Prices Are Unmoored

Aug 18, 2026

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7 min read

Cooley's $30B Dealmaker: AI Prices Are Unmoored

A $30B dealmaker says prices have no anchor. Here's why that matters.

Yves Mulkers
Yves Mulkers
Nvidia Locks India While Upstage Demands AMD: The Supplier Wars Begin

Aug 17, 2026

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7 min read

Nvidia Locks India While Upstage Demands AMD: The Supplier Wars Begin

One sentence moved budgets. It wasn't about capability.

Yves Mulkers
Yves Mulkers
Databricks $190B, Models Fail 52%: AI's Numbers Game

Aug 16, 2026

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7 min read

Databricks $190B, Models Fail 52%: AI's Numbers Game

Three deals reveal what actually matters in AI: audited numbers, not benchmarks.

Yves Mulkers
Yves Mulkers
Washington Picks Sides, Silver Lake Bets $48B on Enterprise AI

Aug 15, 2026

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7 min read

Washington Picks Sides, Silver Lake Bets $48B on Enterprise AI

Geopolitics just got real. Washington's ultimatum, Silver Lake's gamble, and why AI can't yet do its own homework.

Yves Mulkers
Yves Mulkers
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Ins7ghts Daily, by Yves Mulkers

What moved in AI and data, read for your side of the table. Ins7ghts Daily is published by 7wData.

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