APPLIED AI - A SMARTER FOUNDATION
THE BEST AI APPLICATIONS ARE INCORPORATING SPECIALIZED INTELLIGENCE AND TRUST TO MAKE LLMS WORK FOR CORPORATE AMERICA.
GENERATIVE AI models don't know what they don't know. For an individual playing around with the tech. that's an annoyance. For a company, it's a nightmare. To win over corporate America, the best AI application developers are building their own AI around the foundation model, leveraging unique technology or data to get the good out of LLMs while managing the bad.
Some of the most effective AI applications add domain expertise that doesn't reside in LLM training data. Casetext's CoCounsel gets its basic text summarization and writing capabilities from OpenAl's GPT-4, but the LLM also has access to "ground truth" information from proprietary databases of verified legal data. Seekr, which makes a search engine that scores news content on its reliability, finetunes its LLM with a large repository of well-reported. well-written news articles.
Building that kind of trust into generative AI is the other essential value that applied AI purveyors are seeking to add. When Salesforce launched its Einstein AI framework in March 2023, it didn't just let customers of its popular CRM software bring generative AI to their sales and marketing. Because many CEOs and CIOs fear the "leakage" of their valuable intelligence, which resides in Salesforce's cloud, the company built the Einstein Trust Layer, which masks the proprietary data before it passes through an LLM.
This story is from the March - April 2024 edition of Fast Company.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 8,500+ magazines and newspapers.
Already a subscriber ? Sign In
This story is from the March - April 2024 edition of Fast Company.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 8,500+ magazines and newspapers.
Already a subscriber? Sign In
The World's 50 Most Innovative Companies - CAMPUS
FOR CREATING A NATIONAL ONLINE COMMUNITY COLLEGE
The World's 50 Most Innovative Companies - SOL DE JANEIRO
FOR DROPPING NEW FRAGRANCES AT AN INTOXICATING PACE
The World's 50 Most Innovative Companies - VANTA
FOR OFFER ING STARTUPS TOOLS TO TRUST BUT VERIFYIN THE AGE OF AI
The World's 50 Most Innovative Companies - PERPLEXITY
FOR LOCATING THE ANSWER TO THE PERENNIAL PROBLEMS OF WEB SEARCH
The World's 50 Most Innovative Companies - THE POWER BROKER
ITS CHIPS SPARKED THE AI REVOLUTION. NOW NVIDIA IS PUTTING THE TECH TO WORK ACROSS INDUSTRIES.
The World's 50 Most Innovative Companies - NATIONAL WOMEN'S SOCCER LEAGUE
FOR RESETTING THE VALUE OF WOMEN'S SPORTS
08 FOR WHOM THE BELL TOLLS
WITH A NEW CEO BEHIND THE COUNTER. TACO BELL IS FOLLOWING A FRESH STRATEGY FOR GLOBAL CULTURAL DOMINATION. ONE TACO TUESDAY AT A TIME.
Reimagining the ways we work and meet
As business leaders rethink their real estate footprint, they're embracing smaller, high-quality, amenity-rich spaces that are more focused on human connection.” In other words, Convene.
10 Trend
From the Most Innovative Companies | Plus 606 Honorees From Advertising to Video
The World's 50 Most Innovative Companies
"The 1920s, water went into a generator, and DC Power came out. Now electrons go into a generator, and intelligence comes out."