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THE DAILY INDEX

Technology, AI, software, security, crypto and business

Across today’s newsletters

Today’s Index

AMAZON'S SILENT SACKING

Many teams at Amazon have been in a hiring freeze for over a year and the employees that were left after the layoffs in 2023 are now leaving. The changes in the organization will likely result in a major AWS outage in 2024. There has already been an increase in large-scale events throughout Amazon. While Amazon is operationally strong, these operational practices depend on people, and when people are eliminated to increase stock prices, operational practices suffer.

GIT REBASE: WHAT CAN GO WRONG?

It’s common for developers to face issues when using Git's "rebase" feature. Common issues include repeated conflict resolution, difficulty when rebasing many commits, the complexity of undoing a rebase, issues with force pushing to shared branches, complications in code reviews due to force pushes, and loss of commit metadata. To help solve this, the article describes varying levels of "commit discipline,” alternative workflows like the "squash and merge" approach, and the author’s personal rules for using rebase effectively.

THESE MOLECULAR JACKHAMMERS TAKE ON CANCER CELLS IN THE LAB, KILLS 99%

Scientists have discovered a way to combat cancer cells using vibrating molecules. The molecules vibrate synchronously to rupture the membranes of cancer cells. They are activated with near-infrared light, which allows for deeper penetration into the body than visible light. The technique demonstrated 99% efficacy in destroying cultured cancer cells in laboratory tests. When tested on mice models, half of the animals became cancer-free.

GITHUB MAKES COPILOT CHAT GENERALLY AVAILABLE, LETTING DEVS ASK QUESTIONS ABOUT CODE

GitHub is launching Copilot Chat in general availability for all users. It is free for verified teachers, students, and maintainers of certain open source projects and $10 per month for other users. Copilot Chat allows developers to ask for real time guidance with natural language. Powered by GPT-4, it is the most widely adopted AI developer tool in history. A list of Copilot competitors is available at the end of the article.

STUFF WE FIGURED OUT ABOUT AI IN 2023

This article attempts to round up the highlights in AI development over 2023. It covers how to run LLMs on personal devices, fine-tuning models, the problem of gullibility, LLM applications, and more. LLMs can provide people who use them effectively with a significant boost to their quality of life. They're actually quite easy to build, but there's still a lot unknown about them and they're still unreliable for many applications. There are still many legal and ethical problems to overcome in the space.

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