ChatGPT is a new AI chatbot that answers questions and writes essays.

For his daily work, Tobias Zwingman He is the managing partner. RAPYD.AIA German consulting firm that helps clients use artificial intelligence. On the side, Zwingman teaches online courses on AI.

Lately, he’s been generating speech notes using Zwingman. Discussion GPT, a new chatbot has quickly become the latest fad in technology. Zwingmann said he recently asked ChatGPT to explain the methods and procedures of a machine learning technology known as DBSCAN, which is short for density-based location clusters with noise, because he is “too lazy to write them all down.”

“I went up and said, ‘OK, tell me step-by-step how the DBScan algorithm works,’ and he gave me that step-by-step,” Zwingman said.

After a bit of combing and editing, Zwingman says the speech notes are in good shape.

“It took me like 30 minutes, and before that I spent the whole day,” Zwingman said. “I can’t ignore the fact that this turned out to be very useful.”

ChatGPT launched in late November and quickly became a viral sensation, with people tweeting questions like “Are NFTs dead” and “Tell a funny joke about the tax risks of global telecommuting.” They include a screenshot of the ChatGPT response, which often – but not always – makes sense.

The technology is developed based in San Francisco. Open AI, a research firm led by Sam Altman and backed by Microsoft, LinkedIn co-founder Reid Hoffman and Khosla Ventures. ChatGPT automatically generates text based on written questions in a more advanced and innovative fashion than Silicon Valley’s chatbots of the past.

In a doomsday year for the tech sector, with mass layoffs, stock price crashes and the crypto epidemic dominating the news, ChatGPT served as a reminder that innovation is still happening.

Tech executives and venture capitalists complained about it on Twitter, some even Comparison In the year In 2007, Apple launched the iPhone. Five days after the release of OpenAI, ChatGPT, Altman he said. Chat Research Tool “Crosses 1 Million Users!”

In the year In 2016, tech giants like Facebook, Google, and Microsoft were heralding digital assistants as the next evolution of human-computer interaction. Chatbots boast that they can order Uber rides, buy plane tickets and answer questions in a life-like manner.

After six years, progress was slow. The chatbots most people interact with are still relatively primitive, only able to answer basic questions on corporate help desk pages or help frustrated customers figure out why their cable bill is so high.

But the early adopters of chatgpt are setting the conversation on the technology through multiple queries, and in addition to generating software code, the world of so-called natural language processing seems to be entering a new phase.

It’s part of a larger trend. Tech investors are pouring billions of dollars into startups specializing in the field of generative AI, which refers to the ability of computers to automatically generate text, videos, photos and other media using rapid machine learning technologies.

Brendan BurkeAn analyst at tech industry data firm PitBook said many early-stage investors have shifted their focus from cryptocurrencies and Web3-related concepts to generative AI technologies.

“It’s an understandable trend,” Burke said.

According to Pitchbook, the top companies in the space are Khosla, David Sacks’ Craft Ventures, Sequoia, Entrepreneur First out of the UK and Lux ​​Capital. Investors have noticed on platforms like GitHub that many Web3 developers have shifted their focus from NFTs and crypto projects to open-source AI initiatives, Burke said.

“I think that’s a sign of some of the rethinking that’s going on in the early-stage market,” he said.

ChatGPT is basically OpenAI’s popular GPT-3.5 language-generation software designed for chatting with people. Some of its features include answering follow-up questions, challenging wrong positions, rejecting inappropriate questions, and accepting errors, according to OpenAI. Summary Language model.

ChatGPT is trained on a huge amount of text data. He said he learned to recognize the patterns that enabled him to compose his own text by imitating different writing styles. Burn Elliott.Vice President at Gartner. OpenAI does not disclose what exact data was used for ChatGPT training, but the company He says. He generally surfs the web, uses archived books and Wikipedia.

OpenAI declined to comment for this story.

For now, ChatGPT is more of a way for OpenAI to gain publicity and demonstrate what’s possible for large language models, as opposed to software for businesses, Elliott said. While ChatGPT is free, OpenAI sells its language and related AI models for businesses to use.

“ChatGPT, as currently conceived, is a parliamentary trick,” Elliott said. “Unless what you want is a distraction, it’s something that doesn’t solve what people need.”

However, Zwingmann is not limited to using ChatGPT for more advanced purposes.

Cai GoGwiltThe chief technology officer of digital contract management startup Ironclad says his company is investigating how to use ChatGPT to summarize changes to legal documents. The feature will be helpful for startup legal clients who regularly change documents and then notify colleagues after making the changes, GoGwilt said.

GoGwilt says ChatGPT provides “more creative” responses compared to similar language models developed by larger tech companies. Meta’s AI language tool, named Roberta, appears to be more adept at classifying and tagging text, said Gogwilt, whose company uses both GPT and RoBERTa to power certain features in its digital document software.

Min Chen, vice president at legal research and data company Lexis Nexis, said in an email that she and her team have just begun testing Chat GPT, though they use OpenAI’s GPT-3 software via Microsoft’s Azure cloud.

Chen said GPT-3 is more suitable for LexisNexis because it is an enterprise product and can be customized. However, she says her team is experimenting with ChatGPT and that it generates “convincing answers” that are sometimes “remarkable”. Still, it has flaws.

“I’m afraid it’s not reliable enough as a decision-making tool for serious legal research,” Min said. “In some cases, chatgpty gives a very wordy answer that seems to make sense, but the answer is not getting the facts.”

There’s also the problem of bias, which is true for many types of AI-powered software.

As a senior fellow at Mozilla Flower light It has been shared. On Twitter, ChatGPT posted a lyric suggesting that women in lab coats are “probably just there to clean the floor,” but men in lab coats “got the knowledge and skills you need.”

Regarding ChatGPT limitations, OpenAI he said. In a blog post, while the company is working to address bias issues, the software “sometimes responds to malicious instructions or displays biased behavior.”

Altman tweeted over the weekend that ChatGPT is “incredibly limited” and that “relying on it for something important right now would be a mistake.”

Krishna GadeThe CEO of AI model-tracking startup Fiddler said ChatGPT and related language technologies could cause major “disruption in web search,” an area long dominated by Google.

Gade, who previously worked in Microsoft’s Bing search division, said Google will need to update its core search technology to focus more on chat than other chat-based tools that answer questions if ChatGPT’s popularity continues to grow.

The growing popularity of ChatGPT shows that there is a segment of the population that prefers to find information through questions and answers as opposed to the usual search query.

Google’s parent Alphabet has a lot of AI talent and has helped create some of the major AI technologies used to create systems like ChatGPT. Search engine is also a very difficult habit to dislodge.

As Zwingmann points out, Google still has a big advantage over ChatGPT.

“The way it works now is people use ChatGPT and go to Google to verify the results,” Zwingman said with a laugh.

Here’s what happened when we typed, “Write me a CNBC-style news story about ChatGPT.”

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