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Few-shot learning: how AI learns faster with less data
Artificial intelligence (AI) has shifted from a bold experiment to a strategic necessity. Recent studies show that 88% of C-level decision-makers want to accelerate AI adoption in 2025. Yet, just a fraction of AI initiatives delivers the expected results.
Oct 911 min read
Why use the human-in-the-loop (HITL) approach in ML?
Did you hear about the self-driving Uber car that hit and killed a woman in Arizona? On another occasion, a facial recognition solution profiled an innocent man of color as a criminal in New Jersey, and Amazon’s AI-powered recruitment tool displayed bias against female candidates.
Sep 248 min read
What should your company know about explainable AI and its principles?
An inmate at a New York correctional facility, Glenn Rodriguez, was due for parole soon. The man had demonstrated excellent behavior and eagerly anticipated his release to embark on a fresh start. To Glenn’s dismay, the board denied him parole.
Sep 1510 min read
LLM training: the process, stages, and fine-tuning gritty details
Have you ever tried to learn how a large language model works under the hood? Behind every smart AI tool lies an intensive but really fascinating training regimen. Training large language models (LLMs) is not a one-and-done activity—it’s a multi-stage process that turns raw data into powerful instruction datasets. From processing billions of words to mastering the art of not saying the wrong thing—the path from a blank-slate model to a specialized AI assistant is truly extrao
Jun 99 min read
What are AI agents, and how do you implement them?
Some experts believe that AI agents are just a passing fad, while others dream of AI-run banks and artificial CEOs delegating work to AI agents and humans alike. Our artificial intelligence consulting company believes that this technology has great potential, but there are limitations that firms considering implementing AI agents need to be aware of.
May 712 min read
Measuring the value of data analytics in logistics
The logistics and supply chain business has been experiencing a period of unparalleled transformation in the wake of COVID-19.
Apr 110 min read
Smarter business strategies start with AI decision-making. Here’s why
Smarter business strategies start with AI decision-making. Here’s why
Feb 1812 min read
What are AI agents, and how do you implement them?
So, what are AI agents? What can they do in theory and in practice? And which challenges can you expect during implementation and adoption?
Jan 212 min read
How synthetic data generation using generative AI helps create better, more efficient models
How synthetic data generation using generative AI helps create better, more efficient models
Dec 23, 20248 min read
Data governance best practices - where to start
Long recognized as a must in the data-driven world, data governance has never been easy for big and tiny organizations alike. Today, the...
Oct 18, 20246 min read
Understanding AI types and subsets—and their applications in business
Understanding AI types and subsets—and their applications in business
Oct 15, 20248 min read
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