Encouraged by these early successes, HBS faculty and the Digital Transformation team are expanding AI experiments throughout the curriculum; this includes integrating HBS-developed tutor bots in more courses in the future, such as data science, finance, and strategy. HBS is also giving all students access to general-purpose AI tools, including ChatGPT Edu and the data analysis tool Julius AI, to further promote AI usage among students.
Mathematical Patterns: The Curious Case of 1/998001
Mathematics reveals elegant patterns in unexpected places. Consider 1/998001, which equals 0.000001002003004… containing every three-digit number in sequence.
This occurs because 998001 = 999². Similar patterns emerge in related fractions:
- 1/9 = 0.111111…
- 1/99 = 0.010101…
- 1/999 = 0.001001001…
These numerical sequences demonstrate that mathematics is not merely computational but reveals fundamental structures underlying our universe. Such patterns have practical applications in algorithm development, cryptography, and data analysis.
The ordered nature of these mathematical curiosities reminds us that even within apparent complexity, we can discover remarkable simplicity and structure.
A story from midhundasl on Medium
Read “The Evolution of Information Retrieval: RAG, GraphRAG, KAG, and CAG“ by midhundasl on Medium: https://medium.com/@itsmemidhundasl2023/decoding-rag-graphrag-kag-and-cag-the-future-of-intelligent-information-retrieval-e561dd7e45bb
Automating oral argument
Back in January 2023, a company called DoNotPay offered “any lawyer or person $1,000,000 with an upcoming case in front of the United States Supreme Court to wear AirPods and let our robot lawyer argue the case by repeating exactly what it says.” At the time, everyone thought this was a silly gimmick.
https://adamunikowsky.substack.com/p/automating-oral-argument?utm_source=tldrai
Graduates are not screwed if they study engineering
James Dyson in response to Economist article.
https://www.straitstimes.com/tech/graduates-are-not-screwed-if-they-study-engineering-james-dyson
‘Positive review only’: Researchers hide AI prompts in papers – Nikkei Asia
The prompts were concealed from human readers using tricks such as white text or extremely small font sizes.
Claude Code overview – Anthropic
Claude Code is an agentic coding tool developed by Anthropic that operates directly within the terminal, designed to help developers write code faster and more efficiently. It understands an entire codebase using natural language commands, assisting with routine tasks, explaining complex code, and handling Git workflows.
By integrating with the development environment, Claude Code can facilitate refactoring, documenting, and debugging, aiming to streamline development processes and enhance code quality. It leverages advanced AI models like Claude Opus 4 to provide deep codebase awareness and the ability to execute commands and edit files directly.
Menlo Research – Jan
Chat with AI without privacy concerns. Jan is an open source ChatGPT-alternative that runs 100% offline.
Model Context Protocol (MCP) using Ollama | by Mehul Gupta | Data Science in Your Pocket | Medium
The Computer-Science Bubble Is Bursting – The Atlantic
Artificial intelligence is ideally suited to replacing the very type of person who built it.
https://www.theatlantic.com/economy/archive/2025/06/computer-science-bubble-ai/683242
Techucation 
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