> Markdown version of [/events/world-congress-2026-europe/sessions/1215-giving-ai-eyes-how](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1215-giving-ai-eyes-how). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

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# Giving AI eyes: How to build a dashboard you can't see


- **Date:** Friday, Jul 10, 2026
- **Time:** 09:00–09:30 (30 min)
- **Room:** Airstream 1
- **Event:** World Congress 2026 Europe

## Recording

[Watch recording](https://www.wearedevelopers.com/videos/100193-giving-ai-eyes-how-to-build-a-dashboard-you-can-t-see)

## Description

 LLMs are surprisingly good at generating dashboard configuration. They're also completely blind to the result.
Give an LLM a framework and a prompt, and it will confidently produce overlapping widgets, charts that return no data, and visualisations that technically render but tell you nothing. It has no spatial awareness, no access to the realised data, and no sense of whether the picture it's describing is honest.
AG Studio fixes this by giving the model a set of client-side senses it otherwise lacks. This talk is about what that architecture looks like, why it matters, and what it means for anyone building AI-assisted interfaces.

## Speaker

### [Josh Hobson](https://www.wearedevelopers.com/@josh-hobson)

Senior Engineer at AG Grid


## Related talks at this congress

- [Unlocking the AI Black Box: Building Trust in the Era of Agentic Production](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1445-unlocking-the-ai) — Jemiah Sius, Harry Kimpel
- [Build a data-intensive dashboard (that actually works)](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/965-build-a-data) — Josh Hobson, James Swinton-Bland, Zoheil Khaleqi
- [From Hallucination to Justification: Hands-On Explainability for LLMs](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1239-from-hallucination) — Lucía Conde-Moreno, Tessel Haagen
- [Truth, Lies, and Probabilities: Testing AI Hallucinations](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1190-truth-lies-and) — Anastasia Simou