Aakash Sabharwal(@aakashsabharwal):The cost of a spelling mistake in long horizon agentic queries is way higher than we imagine. Ask Fable to churn through some tasks and make a small spelling error, see dozens of random tool calls with the same wrong spelling. Former search-engineer Aakash is horrified by the wasteage

Aakash Sabharwal

@aakashsabharwal

VP of Eng @scale_ai @ScaleAILabs

Joined September 2009

3.8K Following 1.6K Followers

Aakash Sabharwal@aakashsabharwal

2026.08.12 06:11

The cost of a spelling mistake in long horizon agentic queries is way higher than we imagine. Ask Fable to churn through some tasks and make a small spelling error, see dozens of random tool calls with the same wrong spelling. Former search-engineer Aakash is horrified by the wasteage