AI EdTalks

Field notes from a research engineer shipping AI systems.
Real AI problem, what I tried, what I learned.
18+ yrs · 35+ patents · 17+ papers
📩 Weekly notebook ↓

[AI EdTalks @AIEdTalks]

A collection of threads on AI Agents-Fundamental, research problems, solutions, git repos, and a lot more.

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[AI EdTalks @AIEdTalks]

How to fix RAG hallucinations in 5 minutes (3 lines of code) 🧵

[AI EdTalks @AIEdTalks]

Full walkthrough this newsletter → https://t.co/9zFb72OACh

[AI EdTalks @AIEdTalks]

How to fix RAG hallucinations in 5 minutes (3 lines of code) 🧵

[AI EdTalks @AIEdTalks]

Cost: ~$0.001/query with Cohere. Setup time: 5 minutes.

You'll see the jump immediately.

[AI EdTalks @AIEdTalks]

Your AI agent keeps picking the wrong tool.

Here's how to fix it (step-by-step): 🧵

[AI EdTalks @AIEdTalks]

Full walkthrough with code patterns and implementation details →

https://t.co/EGrOAqfQV7

Bookmark this thread.

[AI EdTalks @AIEdTalks]

Your AI agent keeps picking the wrong tool.

Here's how to fix it (step-by-step): 🧵

[AI EdTalks @AIEdTalks]

The mental model:

Stop treating tools as a flat list.

Start treating them as a searchable library.

Build for retrieval, not memorization.

[AI EdTalks @AIEdTalks]

@stats_feed I didn't realize so many people still believe in that stuff! Do you think it's just for fun or do some really rely on it?