--- title: "It’s the Lessons We Learned Along the Way. Or, Is It?" url: https://daily.dev/posts/it-s-the-lessons-we-learned-along-the-way-or-is-it--dfifdurvb source_url: https://towardsdatascience.com/its-the-lessons-we-learned-along-the-way-or-is-it type: article source: "Towards Data Science" published: 2026-06-01T13:47:41.036Z updated: 2026-06-01T13:48:04.800Z tags: ["ai-agents", "chatgpt", "claude-code"] reading_time: 10 upvotes: 2 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # It’s the Lessons We Learned Along the Way. Or, Is It? **[Towards Data Science](https://daily.dev/sources/tds)** · 10 min read · 2 upvotes · 0 comments ## Summary A co-founder of Bauplan shares a personal experiment replacing a summer intern with ChatGPT and Claude Code for a research spike on querying branched data tables. The AI stack delivered tangible outputs — a working prototype and an ACM paper — in 48 hours versus weeks, but the author reflects on a deeper loss: no real understanding was gained. Unlike mentoring human interns, which sharpens thinking bidirectionally, AI-assisted work produced results without building mental models. Despite the experiment, Bauplan still hired two human interns for 2026, and the author wrestles with the grey area between 'humans think, LLMs fix syntax' and the risk of cognitive atrophy from outsourcing too much to AI. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Don't Outsource the Learning](https://daily.dev/posts/don-t-outsource-the-learning-imeraomcp) · Addy Osmani · 265 upvotes · 19 comments - [Lessons from taking an idea to a live app with AI](https://daily.dev/posts/lessons-from-taking-an-idea-to-a-live-app-with-ai-ibg8c8ymr) · Medium · 0 upvotes · 0 comments - [Sorry, students of ChatGPT: Real learning takes legwork](https://daily.dev/posts/sorry-students-of-chatgpt-real-learning-takes-legwork-fork17dm2) · The Register · 0 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#chatgpt](https://daily.dev/tags/chatgpt), [#claude-code](https://daily.dev/tags/claude-code) [View this post on daily.dev](https://daily.dev/posts/it-s-the-lessons-we-learned-along-the-way-or-is-it--dfifdurvb)