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THE DAILY INDEX

Technology, AI, software, security, crypto and business

ARTICLES & TUTORIALS

TLDR Web Dev

THE WORK IS NEVER JUST “THE WORK”

As a developer, it’s hard to estimate how long a project will take. This article is a deep dive on why projects always overrun. It provides a framework to improve future estimation, backing it up with a combination of anecdotal evidence and visualization. The key takeaway is that even a detailed estimate of the work required for a project can still miss significant “invisible” work. Some strategies and thoughts are provided to help not miss estimating such invisible work over time.

LARGE LANGUAGE MODELS: A COMPLETE GUIDE

This is a comprehensive guide to training, optimizing, and unlocking the power of natural language processors. It explains the process of training LLMs, including data preparation, model architecture design, model training, evaluation, deployment, and monitoring in a production environment. It also dives into strategies to improve the accuracy, generalization ability, and performance of LLMs. It’s a great guide for anyone interested in learning the current state-of-art techniques for using LLMs effectively.

Untitled entry

Facebook and Instagram will block all news articles in California if state lawmakers pass a bill meant to funnel money from the tech platforms to media organizations, a Meta spokesman said in response to the bill. The proposed California Journalism Preservation Act would essentially tax the advertising profits platforms make from distributing news articles. Under the measure, some 70% of the money collected from the so-called "usage fee" would support newsrooms throughout the state.

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