Home Technology peripherals AI Worried about being stuck due to overreliance on OpenAI, software developers are looking for alternative technologies.

Worried about being stuck due to overreliance on OpenAI, software developers are looking for alternative technologies.

Apr 04, 2023 am 11:55 AM
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As AIGC becomes increasingly popular, some people predict that the AI ​​market will grow several times in the next few years, and the market size is expected to reach US$90 billion by 2025. But OpenAI may not be the only player that can claim this big pie.

Worried about being stuck due to overreliance on OpenAI, software developers are looking for alternative technologies.

News on March 30, the AIGC craze started by ChatGPT has detonated the world, and almost every industry is reflecting on how to use it. However, some software developers are looking for alternative technologies due to concerns about over-reliance on OpenAI, which first launched the technology.

As AIGC becomes increasingly popular, some predict that the AI ​​market will grow several times in the next few years, and the market size is expected to reach US$90 billion by 2025. But OpenAI may not be the only player that can claim this big pie.

According to foreign media reports, more than a dozen startups and investors said they are looking to Turning to competitors of industry leader OpenAI casts a pall over Microsoft and OpenAI's ambitions to dominate the emerging field.

AI investor George Mathew compared the basic model of AI to other technological breakthroughs that have spawned competition. Matthew said: "Do we only have one Internet service provider? Of course not, so we will also need multiple AI basic model providers to build an ecosystem that can operate more healthily. OpenAI is just a first step at the moment, but it will not Becoming our only option."

AI storytelling startup Tome helps users build slideshows faster, with its system originally built on GPT-3, which OpenAI first released in 2020 AI basic model. Tome said the company has reached 3 million users this month and has begun experimenting with other AI models.

Tome has introduced the text model of OpenAI competitor Anthropic and plans to switch from OpenAI’s photo generation model Dall-E to Stable Diffusion, an open source model developed by Stability AI. "Our goal is to find the best model for each task with the least latency and the best quality," said Tome CEO Keith Peiris.

AI software developers and investors According to the reporter, in order to provide more reliable services, control costs, and utilize the professional knowledge of different models, reducing reliance on a single model has become a new consensus in the industry.

OpenAI became a household name after chatbot ChatGPT shocked many with its ability to answer complex questions with clarity, grammatical correctness, and a human-like appearance. It has attracted more than $10 billion in investment from Microsoft, while rivals including Google and other smaller companies are scrambling to create new AI models.

By any measure, OpenAI’s new GPT-4 model is still the most powerful. Estimates released by PitchBook, a global data research organization, show that the AIGC market size is expected to grow to US$98.1 billion by 2026.

As the infrastructure layer of AI applications, the basic model has attracted the most investment from venture capitalists and strategic investors. For companies like OpenAI, how these basic models are used is crucial. OpenAI has said it hopes to achieve $1 billion in revenue by 2024, and the company expects revenue to reach $200 million this year.

As a way to make money, OpenAI charges $0.06 for processing 1,000 token tips in the latest GPT-4 model and has launched a ChatGPT subscription service that charges users $20 per month.

Startups are also concerned that Microsoft could compete with its AI customers as the tech giant integrates OpenAI models into products ranging from search to office suites.

Mike Volpi, a partner at Index Ventures, which backs OpenAI competitor Cohere, said: "Many of these products may use sensitive company data, and the underlying models will see the relationship between these companies and their own customers. Interaction. Many of these companies will not feel comfortable relying on Microsoft or a company that is generally controlled by Microsoft."

Both OpenAI and Microsoft declined to comment.

Dave Rogenmoser, CEO of AI copywriting platform Jasper, admitted that the company’s writing assistant Jasper.ai was originally built using OpenAI models, but it did not want to rely on a single model . To that end, Jasper adds Cohere and Anthropic, two other large language modeling companies that have cloud computing partnerships with Google and are launching their own AI engines to help marketers tailor voices through the use of hybrid models.

Matt Shumer, CEO of HyperWite, another AI copywriting app, said the app matches each user’s actions with different models based on various considerations. For example, it uses OpenAI's model to generate long articles and uses the Coherence model to automatically complete sentences faster and at a lower cost.

Others are looking for alternatives simply because OpenAI is struggling to keep up with growing demand. Srinath Sridhar, CEO of Regie.ai, a writing assistant who serves the sales team, said: "OpenAI's server crashed. We want users to have a better experience while using more This model helps us process queries at a lower cost.”

To be sure, many startups, including customer service software company Intercom, are still betting all on OpenAI. Fergal Reid, the company's head of machine learning, admitted that OpenAI's use of GPT-4 is "very expensive." But he added: "We currently believe we need to use GPT-4 in order to get the accuracy we need to best serve our customers."

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