Machine Learning

Surviving the Ethical Debate of Data Science

Surviving the Ethical Debate of Data Science

No, It's Not an “Easy” Cycle in interviews at my previous company, I used to think that the behavioral part…
How to Expand the Codex Exec Command

How to Expand the Codex Exec Command

you can use running Codex separately from the terminal to complete a specific task, where the agent running Codex receives…
Stop Choosing Between Local and Cloud LLMs: A Field Guide to Hybrid Patterns

Stop Choosing Between Local and Cloud LLMs: A Field Guide to Hybrid Patterns

LLM applications, two deployment choices are commonly seen: either we go fully cloud, i.e., sending everything to a cloud LLM…
Building a nation of AI trailblazers

Building a nation of AI trailblazers

Breaking down barriers The real challenge is to transform everyday testing into the level of AI learning that unlocks career…
How Far Can Classical NLP Go? From Bag-of-Words to Stacking on Spooky Author Identification

How Far Can Classical NLP Go? From Bag-of-Words to Stacking on Spooky Author Identification

is a good way to test NLP models because it focuses not only on what a sentence says, but also on how it is…
A Google expert explains full-stack AI and full-stack development

A Google expert explains full-stack AI and full-stack development

So it started with apps, and now it's into AI? That's right. We took that end-to-end principle and applied it…
Prompt Engineering Fails Quietly —  Prompt Regression Is Why

Prompt Engineering Fails Quietly —  Prompt Regression Is Why

Prompts are not static config files. Every instruction you add changes the behaviour of every query type the prompt already…
I Completed Five Years in Mathematical Communication: 5 Lessons That Changed the Way I Work

I Completed Five Years in Mathematical Communication: 5 Lessons That Changed the Way I Work

I started my first full-time job as a Senior Data Analyst at a leading health insurance company right after finishing…
How to Choose Between Small and Frontier Models

How to Choose Between Small and Frontier Models

, Big Moment For most of the last three years in AI, the reflex was simple. You had an AI…
Tail Control: The Counterintuitive Engineering of Reliable Agentic Workflows

Tail Control: The Counterintuitive Engineering of Reliable Agentic Workflows

inside your own company and almost any failure is cheap: you retry, fall back, or potentially even ignore it. Put…
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