Towards Spec-Driven Test Automation: Part 1
Why a green test suite can mean nothing The post Towards Spec-Driven Test Automation: Part 1 appeared first on Towards Data Science.
Author: Eleazar
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How GRPO Trains Small Language Models with Verifiable Rewards
The mechanics behind local reasoning experiments with Unsloth and why the reward function matters as much as the model. The post How GRPO Trains Small Language Models with Verifiable Rewards appeared first on Towards Data Science.
I Trained a Tiny Network to Compress Data. It Drew a Pentagon.
Reproducing Anthropic's "Toy Models of Superposition" from scratch in NumPy, with hand-derived gradients and no borrowed numbers. The post I Trained a Tiny Network to Compress Data. It Drew a Pentagon. appeared first on Towards Data Science.
From Words to Vectors: What Happens in Between?
A Journey through TF-IDF, vector space, and text classification The post From Words to Vectors: What Happens in Between? appeared first on Towards Data Science.
How to Make Your First World Model from Scratch
A beginner-friendly guide to building a world model in Python, letting it daydream its way through CartPole, and accurately measuring when the illusion collapses. The post How to Make Your First World Model from Scratch appeared first on Towards Data Science.
Are smartwatches accurately calculating calories burned?
Researchers at Florida International University studied the accuracy of smartwatch calories. Their research revealed what factors might not be accounted for and how it can lead to errors in the count.
Wrap Around Display ESP32 Watch #WearableWednesday
Dan Chen made this wrap around display watch. It uses 8 OLED displays, an Adafruit PCA9548 8-Channel STEMMA QT / Qwiic I2C Multiplexer, and is powered by a tiny ESP32 board. Chen references plans for a version two with a more compact form. See more details on Instagram! Here and Here See more of Chen’s…
4 Ways to Use AI on a PhD Thesis
Finding citations, consolidating code, fact-checking and preparing for the defence The post 4 Ways to Use AI on a PhD Thesis appeared first on Towards Data Science.
An Introduction to Jev
The AI that makes decisions instead of generating text The post An Introduction to Jev appeared first on Towards Data Science.
Build a Speaker-Recognition App with Claude Code
Learn how to effectively code up an internal tool using Claude code or Codex The post Build a Speaker-Recognition App with Claude Code appeared first on Towards Data Science.