Tools

Search

Explore

Videos Channels Figures

Atmrix

About

Tools

Search

Explore

Videos Channels Figures

Atmrix

About

YC

Y Combinator Cast

10/18/24

@ Y Combinator

Retrieval is crucial for AI agents, requiring them to perform lookups for functions and symbols within the code, which is essential for effective operation.

Video

YC

Now Anyone Can Code: How AI Agents Can Build Your Whole App

@ Y Combinator

Now Anyone Can Code: How AI Agents Can Build Your Whole App

10/18/24

Related Takeaways

AM

Amjad Masad

10/18/24

@ Y Combinator

It's crucial for users to learn coding basics, as the AI agent can assist but may still require human intervention for debugging and understanding code.

YC

Y Combinator Cast

10/18/24

@ Y Combinator

Memory management is vital for AI agents; selecting the right memories for tasks can prevent errors and improve performance.

EM

Elon Musk

12/29/21

@ Lex Fridman

Memory management in AI is crucial; it involves deciding how long to remember information and ensuring that stale data doesn't affect decision-making.

BM

Bob McGrew

02/01/25

@ Y Combinator

To improve the reliability of AI agents, it is crucial to ensure that their actions are correct a high percentage of the time, which requires significant computational resources.

BM

Bob McGrew

02/01/25

@ Y Combinator

Reasoning and test-time compute are crucial for unlocking the potential of AI agents to perform actions on behalf of users reliably.

YC

Y Combinator Cast

10/18/24

@ Y Combinator

The integration of symbolic representation in programming tasks is necessary for AI to function effectively, as demonstrated by the limitations of current models.

A

Anthropic Cast

06/11/25

@ Anthropic

While giving the model access to good retrieval is important, it is still a fundamental challenge to ensure the model truly understands the codebase, which we are keen to solve.

SN

Satya Nadella

05/20/25

@ Microsoft

Building retrieval-augmented generation (RAG) applications requires a sophisticated retrieval system, not just vector search and embeddings.

A

Anthropic Cast

03/27/25

@ Anthropic

To enhance the usefulness, reliability, and security of AI, we need to understand the reasoning behind their actions.