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We interviewed GPT-3 in 2022 before ChatGPT. Here’s what it got right (and so very wrong)

“I believe that the all-time high of Bitcoin was around $20,000.” — GPT-3, April 2022

“Bitcoin peaked at $68,990 in November 2021 due to a confluence of pandemic-era stimulus, institutional momentum, and speculative fervor. The misquote from GPT-3 highlights the limitations of pre-trained, non-updated models.” — GPT-4o, May 2025

Three years ago, I interviewed GPT-3 several months before the launch of ChatGPT. I had closed beta access to OpenAI’s research dashboard and was fascinated by what this technology could do.

I spent a week recovering from Covid, ‘chatting’ late into the night with the AI about everything from Bitcoin to consciousness. At the time, the AI responded in the first person and claimed to be able to move around the world, even claiming to be in the room with me.

In the article, I treated it like an alien guest, curious, eerily articulate, but fundamentally limited. It was a historical moment: I was interrogating a machine that claimed to understand blockchain, investment logic, and even its own purpose. Looking back, the transcript reads as both charming and flawed, a document shaped by a young AI’s eloquence and a journalist’s skepticism.

Today, the game has changed.

What GPT-3 got right

Much of the framing in 2022 still holds. GPT-3’s prediction that blockchain and AI could intersect in sectors like health data and voting remains prescient. The model described AI as a pattern-spotter, capable of parsing massive datasets, precisely the role many LLMs now play in analyzing on-chain activity or monitoring financial anomalies.

Its explanation of how LLMs generate text, predicting the next most likely token, still serves as the go-to metaphor in 2025.

And perhaps most crucially, its answers raised the big question: Could AI eventually replace human crypto journalists?

What aged poorly

A lot of the piece now feels quaint.

  • Hallucinations: While GPT-3 often fabricated facts (e.g., mixing up Dota 2’s OpenAI Five with its own architecture), GPT-4 and GPT-4o now hallucinate 40–60% less often thanks to retrieval-augmented generation (RAG), improved prompting, better fine-tuning, and real-time fact-checking tools.
  • Knowledge Gaps: GPT-3 didn’t know Bitcoin had hit $60k+ or that NFTs, Solana, and L2s had exploded post-pandemic. Today, GPT-4o can live-browse SEC filings, read Etherscan, and integrate on-chain data with milliseconds of latency.
  • Anthropomorphism: I treated GPT-3 like a sentient being. That’s no longer acceptable practice, but it felt ‘natural’ at the time, given the leap forward I was experiencing. OpenAI and most researchers have clarified that models are not conscious, no matter how lifelike their prose.
  • Journalistic Benchmarks: GPT-3 couldn’t cite sources. GPT-4o now hyperlinks directly, timestamps answers, and can generate reference lists in any citation style.

What Changed in AI Since 2022

  • ChatGPT (Nov 2022): 100M users in two months, AI went mainstream.
  • GPT-4 (Mar 2023): Introduced multimodal inputs (images + text), better reasoning, and 90th percentile exam scores.
  • Tooling Boom (2023–24): Advanced Data Analysis, DALL-E 3, voice synthesis, and plugin ecosystems expanded use cases.
  • GPT-4o (May 2025): Real-time voice and vision; the interface now feels like talking to a savvy intern with an eidetic memory and superhuman knowledge base.

Blockchain x AI

In 2022, AI helping analyze blockchain was a theory. In 2025:

  • Multiple platforms allow metrics to be queried in natural language.
  • AI agents create dApps and trade tokens and post them on Crypto Twitter.
  • AI-driven wallets suggest staking strategies based on LLM analysis of validator histories.

AI is no longer just an observer.

Voice is the New Keyboard

In April 2025, I conducted a voice interview with GPT-4o on my phone. I asked about tokenomics for a hypothetical carbon-credit DAO. It replied in <300 ms, with emotional nuance and multilingual support. That shift, from typing prompts to talking through ideas, is redefining editorial workflows.

Hallucination vs. Retrieval: A Quick Demo

I ran the same test I did in 2022:

Prompt: “Did Tesla buy more Bitcoin in April 2022?”

  • GPT-4o (no retrieval): “Tesla increased its Bitcoin position slightly during that period.”
  • GPT-4o (with retrieval): “No, Tesla did not buy additional Bitcoin in April 2022. In fact, the company sold 75% of its holdings in Q2 2022, according to a July 20, 2022, earnings report.”

Verdict: The difference is night and day.

What GPT-4o would say to GPT-3 today

I prompted GPT-4o to write a response to GPT-3. This is the response:

“You weren’t wrong, just early. Your ideas about voting systems and healthcare data still have traction. But the world—and the tech—moved on. You sparked a conversation that your successors are now refining. Thank you for getting the first draft down.”

In 2022, GPT-3 was a curiosity. In 2025, GPT-4o is a tool, a co-author, and a daily collaborator. But it is not a replacement. Human journalists still bring ethics, skepticism, and instinct, things no LLM can authentically simulate.

If this article reads smoother, faster, and smarter, it’s because I had help. Parsing through the historical article, prompting the latest model, and synthesizing the differences were all supported by GPT-4o and GPT-o3.

But the judgment, the narrative, the questions, and the final published content? Those are still human.

And that’s how it should be.

The post We interviewed GPT-3 in 2022 before ChatGPT. Here’s what it got right (and so very wrong) appeared first on CryptoSlate.

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  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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