IOSG Ventures(@IOSGVC):Stop blaming the prompt. Your AI workflow has no closed loop. The real AI upgrade for research institutions isn't prompt engineering. It's harness design. Decompose → Continue → Verify → Accumulate. Same model, better harness: ~5x throughput, cleaner signals, reusable research assets. Let's break it down with quantitative factor research 👇

IOSG Ventures

@IOSGVC

Research-driven fund backing the builders of frontier digital infrastructure. Investing since 2017. Pitch: pitch@iosg.vc

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IOSG Ventures@IOSGVC

2026.04.30 09:12

Stop blaming the prompt. Your AI workflow has no closed loop. The real AI upgrade for research institutions isn't prompt engineering. It's harness design. Decompose → Continue → Verify → Accumulate. Same model, better harness: ~5x throughput, cleaner signals, reusable research assets. Let's break it down with quantitative factor research 👇