---
title: "Slides: Why More Context Makes Your Agent Dumber and What to Do About It — Nupur Sharma, Qodo"
category: "slides"
video_id: "EcqMYoIV57A"
sourceLabels: ["Public YouTube video frames", "Public YouTube metadata"]
---

# Slides: Why More Context Makes Your Agent Dumber and What to Do About It — Nupur Sharma, Qodo

## Source Video
[Why More Context Makes Your Agent Dumber and What to Do About It — Nupur Sharma, Qodo](https://www.youtube.com/watch?v=EcqMYoIV57A)

## Relationship To World's Fair 2026
These slides are extracted from a public AI Engineer YouTube video connected to World's Fair 2026. Speaker-matched clips are supporting context unless later confirmed as exact session recordings; official livestream recordings are day-level/event-level source material.

## Related Scheduled Sessions
- No individual scheduled session mapping has been assigned yet; treat this as an event livestream deck.

## Extracted Slides
![[assets/slides/EcqMYoIV57A/slide-003.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/EcqMYoIV57A/slide-003.html)
- AI slide classifier: `content_slide` confidence `0.99`
- Text source: agent_vision.
- OCR decision: ready — dense slide with small body text and chart; OCR will likely do better

Slide text:

> Failure Mode 1: The Context Trap


### Hidden Non-Slide Evidence
- [`slide-001.jpg`](/assets/slides/EcqMYoIV57A/slide-001.jpg) — `speaker_stage` confidence `0.97`; speaker on stage with projected slide in background
- [`slide-002.jpg`](/assets/slides/EcqMYoIV57A/slide-002.jpg) — `title_card` confidence `0.98`; title/intro card, not substantive content
- [`slide-004.jpg`](/assets/slides/EcqMYoIV57A/slide-004.jpg) — `sponsor_logo` confidence `0.99`; logo/sponsor card

Classification audit: `raw/sources/slide-ai-classification/slides/EcqMYoIV57A/audit.json`

## Slide-Derived Subjects To Review
Subject extraction uses video title, related session titles/descriptions, transcript context, and OCR text when available. OCR is best-effort and should be reviewed against the embedded slide images.