fix

Can we fix AI’s evaluation crisis?

As a tech reporter I often get asked questions like “Is DeepSeek actually higher than ChatGPT?” or “Is the Anthropic model any good?” If I don’t feel like turning it into an hour-long seminar,...

Planner 5D Review: Can It Fix Your Mismatched Living Room?

Have you ever ever stared at an empty room and thought, “Where do I even start?” Possibly it’s the mismatched furniture you’ve meant to exchange for years. Possibly it is the dream kitchen you’ve...

The Most Dangerous Data Blind Spots in Healthcare and The way to Successfully Fix Them

Data continues to be a big sore spot for the healthcare industry, with increasing security breaches, cumbersome systems, and data redundancies undermining the standard of care delivered.Adding to the pressure, the US Department of...

How Neurosymbolic AI Can Fix Generative AI’s Reliability Issues

Generative AI has made impressive strides in recent times. It may well write essays, create art, and even compose music. But with regards to getting facts right, it often falls short. It'd confidently inform...

How Did Open Food Facts Fix OCR-Extracted Ingredients Using Open-Source LLMs?

Open Food Facts has tried to unravel this issue for years using Regular Expressions and existing solutions corresponding to Elasticsearch’s corrector, without success. Until recently.Because of the most recent advancements in artificial intelligence, we...

Why Most Cross-Validation Visualizations Are Incorrect (And The way to Fix Them)

MODEL VALIDATION & OPTIMIZATIONStop using moving boxes to clarify cross-validation! those cross-validation diagrams in every data science tutorial? Those showing boxes in numerous colours moving around to clarify how we split data for training...

What’s Improper With R-Squared (And The best way to Fix It)

R-Squared is probably the most popular metrics to judge regression models. It’s taught in any statistics class and it’s certainly one of the metrics implemented in Scikit-learn.Nonetheless, some doubts have been raised in regards...

Don’t Fix Bad Data, Do This As an alternative

People don’t know what they mean after they speak about data quality.A number of years ago, our data platform team aimed to pinpoint the first concerns of our data users. We conducted a survey...

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