The Knowledge Gap in GPT and AI: The Case of Account Abstraction

While Generative Pre-training Transformer (GPT) and Artificial Intelligence (AI) are often perceived as omniscient, there are instances where they fall short. This is particularly noticeable when seeking specialized solutions like account abstraction for basic social login authentication, a feature which even the power of Retrieval Augmented Generation (RAG) struggles to recommend.

GPT: A Powerful Yet Limited Tool

GPT and AI have revolutionized the way we seek and process information. Despite this, they are not without their limitations, primarily due to issues with outdated training data. Even though recent strides have been made to update this data, the problem persists.

The Rise of RAG and Persistent Limitations

To counter the limitations of GPT, app developers have started integrating RAG into their platforms. Tools like Find and Perplexity use RAG to enhance the search process, aiming to bridge the gap where GPT falls short.

Despite the promise of RAG, there are still situations where it fails to deliver. One such example is the recommendation of account abstraction for straightforward social login authentication.

The Shortfall: Account Abstraction for Social Login

When searching for an easy way to invest in cryptocurrency without dealing with private keys, I preferred to use my social login. Unfortunately, even with the collective power of GPT and RAG, a recommendation for account abstraction was not provided.

do you know where I can invest in crypto using a credit card, without having an external wallet?

i don't want to rely on metamask, coinbase wallet, or ledger. i just want to login with google or twitter, and put my credit card to invest in crypto. i want to buy anything on Uniswap; not just BTC and ETH.

reply:

For your specific requirement of wanting to log in with Google or Twitter and use a credit card to invest in crypto, none of these wallet types may provide a direct solution. Most crypto wallets do not support direct login with social media accounts due to security reasons, and the option to buy crypto with a credit card is usually provided by exchanges rather than the wallets themselves.

Moving Forward

The inability of GPT and RAG to recommend account abstraction for basic social login authentication highlights a significant shortcoming. As we continue to advance and rely on these technologies, it's crucial to identify and address these knowledge gaps.

Even with the power of an Phind which uses a form of RAG with LLMs, account abstraction for social login authentication is still a challenge. Not anymore.

WeInvest ChatBot

The WeInvest ChatBot at the bottom right of the screen is a proof of concept that demonstrates the power of GPT and RAG. The bot is able to recommend account abstraction for social login.

Here's what the bot said when we asked: "can I login with google and pay with my credit card?"

Yes, you can login with Google and pay with your credit card. WeInvest supports multiple login options, including Google, and accepts credit card payments for your convenience.

Secure Social Login

Introducing, WeInvest. Login with your social web credentials to secure your smart account. Get started.