There’s a lot of noise right now making it seem like you have to pick a side between MCP and Agent Skills. It’s being framed like a high-stakes rivalry, but that’s a total misunderstanding of the tech. Skills and MCP is fundamentally different things. Skills are just a prompt loaded on demand, while...
Using autoresearch to optimise marketing campaigns under budget constraints
The post Let the AI Do the Experimenting appeared first on Towards Data Science.
GPT 5.5 vs Opus 4.7: Which is the Best AI Model Today?
April has been a busy month in the world of AI. Two major AI models, hailing from the biggest AI companies of today, saw their debuts simultaneously. Anthropic was the first to drop Opus 4.7, and close to follow on its heels was OpenAI, which came out with its GPT-5.5. Though the leading models from...
Agentic AI refers to autonomous AI systems that can accomplish complex tasks with minimal human supervision. Unlike traditional AI, which reacts to prompts, agentic AI can plan, adapt, and execute actions toward a goal, making decisions throughout the process. These systems are made up of AI agents,...
Claude Code vs Codex: A Detailed Terminal Agent Comparison
Coding assistants have moved beyond autocomplete into full agents that can read projects, run commands, edit files, and iterate toward outcomes. Tools like Claude Code and Codex both operate in this space, but take different approaches. Claude Code centers on a unified agent loop across environments...
Meta’s big moment is here. The Meta Superintelligence Labs has launched Muse Spark, its first AI model aiming at “personal superintelligence.” The journey to this point has been eventful, from building the widely adopted Llama family of open-source models to aggressive talent acquisitions that sent ...
Bytes Speak All Languages: Cross-Script Name Retrieval via Contrastive Learning
Why learn 8 scripts when you can learn 256 bytes?
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ChatGPT Images 2.0 vs Nano Banana 2: Which is Better?
Google’s Nano Banana Pro finally has a worthy competitor, and if the results are anything to go by, it looks like this one may give it a run for its money. Putting its hat in the ring is none other than OpenAI, with its all-new ChatGPT Images 2.0. Now we all know the kind of […]
The post ChatGPT Ima...
The Essential Guide to Effectively Summarizing Massive Documents, Part 2
We have the document clusters, and it’s time to unlock their true potential! Let’s explore how to extract meaningful information from the actionable clusters.
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Introduction to Approximate Solution Methods for Reinforcement Learning
Learn about function approximation and the different choices for approximation functions
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How to Improve Claude Code Performance with Automated Testing
Learn how to get the most out of Claude Code
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How to Select Variables Robustly in a Scoring Model
More variables don't make a better scoring model. Stable variables do. Here's how to find them.
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The AI image generation space has been highly competitive over the past 18 months. Models keep improving and replacing each other at the top. Google’s Nano Banana went viral in mid-2025. It topped the benchmarks and set a new standard for image quality. Now OpenAI has released ChatGPT Images 2.0, po...
Correlation vs. Causation: Measuring True Impact with Propensity Score Matching
Learn how Propensity Score Matching uncovers true causality in observational data. By finding "statistical twins," we eliminate selection bias to reveal the real impact of your interventions and business decisions.
The post Correlation vs. Causation: Measuring True Impact with Propensity Score Match...
A year or two ago, using advanced AI models felt expensive enough that you had to think twice before asking anything. Today, using those same models feels cheap enough that you don’t even notice the cost. This isn’t just because “technology improved” in a vague sense. There are specific reasons behi...
A short intro to scientific methodology to combat "prompt in, slop out"
The post Ivory Tower Notes: The Methodology appeared first on Towards Data Science.
Git UNDO : How to Rewrite Git History with Confidence
For any data scientist who works in a team, being able to undo Git actions can be a life saver. This practical guide will teach you all you need to know to save the day.
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