Artificial intelligence entered its adolescence last year, as evidenced by one hell of a growth spurt. Investors piled on in 2023 as companies across industries looked to hop on the AI train. In the U.S., investment in the sector grew to $67.2 billion, with a third going directly to makers of generative AI products, the technology popularized by OpenAI's ChatGPT. According to Stanford University's 2024 AI Index Report, genAI investment jumped to more than $20 billion, up from the $2.21 billion invested in 2022.
For AI entrepreneurs, the enthusiasm is doubleedged. Interest in their tools has never been greater, as nearly half of the Inc. 5000 honorees who took our CEO Survey (see page 49) cite the use of at least one AI service. OpenAI was the top provider. But genAI hype has also led to misconceptions about what these tools actually do. As AI zips to the top of investors' portfolios, founders say the biggest factor limiting their growth isn't fundraising; it's overcoming a towering knowledge gap.
Benjamin Plummer understands this implicitly. He's the CEO of Invisible Technologies (No. 152), a San Francisco-based software and data services provider. Invisible helps clients such as Microsoft and Cohere create high-quality data to train their AI models. To do so, Invisible uses a roster of more than 5,000 contractors, all experts in their fields, who help fine-tune or stress test different models.
"You might have a health care company training a chatbot that needs 100 doctors to test and evaluate the model," explains Plummer, 38. By creating complex workflows with multiple experts testing and grading models, richer training data is collected. Plummer says helping organizations like OpenAI-a client since before the launch of ChatGPT-train models has been a "huge part of our growth over the past year."
This story is from the {{IssueName}} edition of {{MagazineName}}.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 9,000+ magazines and newspapers.
Already a subscriber ? Sign In
This story is from the {{IssueName}} edition of {{MagazineName}}.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 9,000+ magazines and newspapers.
Already a subscriber? Sign In
A Bankable Pet Project - How Moonshots Capital helped eTailPet scale up and attract a buyer in just three years.
Berenice Giannini's startup, eTailPet, wasn't a natural fit for Moonshots Capital. The Austin-based venture firm, launched in 2014 by Kelly Perdew and Craig Cummings, both of whom had previously served in the U.S. Army, frequently backs companies founded by military veterans.
Backers Should Have Your Back - The best capital provider for your business will offer a helping hand, not just deep pockets.
Three years ago, U.S. entrepreneurs were enjoying one of the best funding environments in decades. Venture capital and private equity hit all-time highs as banks loaned at historically low interest rates. All you needed to get a term sheet, it seemed, was a smile and a pitch deck.
Lift Off - Would you pay $50,000 to touch the edge of space?
Would you pay $50,000 to touch the edge of space? Meet the entrepreneurs providing a rarified clientele with a luxurious, once-in-a-lifetime journey.So you want to go to space. To take in the expansive curvature of the Earth glowing miles above the atmosphere, surrounded by pure darkness. To experience the mind-altering overview effect described by astronauts as a transcendent state of awe, staring back at the planet on which you've inhaled your every living breath.
There Will Always be Those Who Doubt You and Your Vision. Here's How to Tune Them Out. - Recently, I invited an experienced luxury hotelier to visit the new campus we were building near Santa Fe for Modern Elder Academy,
Recently, I invited an experienced luxury hotelier to visit the new campus we were building near Santa Fe for Modern Elder Academy, the midlife wisdom school I co-founded in 2018.
A Scientific Discovery that Unlocks Your Body's Healing Power
The founder of Stemregen, a company that creates powerful supplements that stimulate the body's natural repair system, explains how a \"fringe idea\" opened up a new world of stem cell therapy.
Transformative Growth: Agency Masters the Art of Evolution
As a destination marketer, Awestruck has mapped out a journey to success by constantly developing its services and its staff.
For the Love of the Restaurant Experience
The founder and CEO of DJB Hospitality shares his passion for the challenging and uniquely rewarding hospitality industry.
Custom PEO Solutions for Blue-Collar Industries
COMPEO is an HR management solutions provider with a jaw-dropping five-figure growth rate.
Homebuying Was BrokenMeet the Founders Here to Fix It
Cecilian Partners is a fast-growing technology firm providing end-to-end solutions for production homebuilders and land developers.
A Focus on Complete Solutions for Regulatory Environments
The Northcross Group develops sustainable processes for clients with compliance needs.