Problem

Google DeepMind used a big language model to solve an unsolvable math problem

FunSearch (so called since it searches for mathematical functions, not since it’s fun) continues a streak of discoveries in fundamental math and computer science that DeepMind has made using AI. First AlphaTensor found...

The Black Box Problem in LLMs: Challenges and Emerging Solutions

Machine learning, a subset of AI, involves three components: algorithms, training data, and the resulting model. An algorithm, essentially a set of procedures, learns to discover patterns from a big set of examples (training...

Can AI solve your problem?

Three easy heuristics for recognising AI eligible project ideasThe AI then makes a guess before receiving the true answer, and over time it's hoped that the AI will learn the difference between cats and...

Vianai’s Latest Open-Source Solution Tackles AI’s Hallucination Problem

It's no secret that AI, specifically Large Language Models (LLMs), can occasionally produce inaccurate and even potentially harmful outputs. Dubbed as “AI hallucinations”, these anomalies have been a major barrier for enterprises contemplating LLM...

Treefera raises $2.2M to unravel the carbon credits credibility problem with AI

Earlier this 12 months, Disney, Shell, Gucci and a number of other other big corporations discovered that they'd purchased carbon credits that were essentially worthless. A collaborative investigation alleged that Verra, the world’s largest...

Avoiding Burnout During a Profession Change into Data Science What exactly is burnout? Is burnout an issue in Data Science? Spoiler alert: The chance of burnout never...

No, you don’t must know 27 coding languages and have 512 portfolio projectsEven in case your current “extracurricular” data project feels fun, it’s really vital to press pause once per week and take a...

From zero to semantic search embedding model An issue with semantic search A rabbit hole of embeddings Transformer: a grandparent of all LLMs The BERT model BEIR benchmark The leaderboard Embeddings...

A series of articles on constructing an accurate Large Language Model for neural search from scratch. We’ll start with BERT and sentence-transformers, undergo semantic search benchmarks like BEIR, modern models like SGPT and E5,...

How do you solve an issue like out-of-control AI? 

Last week Google revealed it goes all in on generative AI. At its annual I/O conference, the corporate announced it plans to embed AI tools into virtually all of its products, from Google Docs...

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