The Daily Index — Wednesday, October 18, 2023 · TLDR Index

Across today’s newsletters

Today’s Index

TLDR

SUPERLINEAR RETURNS

The returns for performance in business are superlinear. This is caused by exponential growth and crossing thresholds. Crossing thresholds leads to exponential growth and exponential growth helps cross thresholds. The general rule for finding situations with superlinear returns is to look for work that compounds.

paulgraham.com · 28 min

TLDR AI

PYTORCH ON THE EDGE

The PyTorch team introduced a new lightweight runtime and conversion for models to run on resource-constrained edge devices.

pytorch.org · 12 min

TLDR Web Dev

PDF CHAT WITH NODE.JS, OPENAI, AND MODELFUSION

This tutorial teaches readers how to create a Node.js console app for searching and comprehending PDF content to answer questions using Node.js, OpenAI, and ModelFusion. The process involves loading and parsing PDFs, indexing the text for efficient retrieval, and implementing a chat loop for user interactions. The chatbot first generates hypothetical answers and then retrieves relevant text chunks from the PDF as evidence.

modelfusion.dev · 10 min

TLDR Crypto

DO ROLLUPS INHERIT SECURITY?

This article discusses the intricacies of rollup solutions' security, highlighting their integral reliance on the security properties of the underlying blockchain. The essential elements of rollup security include liveness, re-org resistance, data availability, state validity, and ledger growth. The article also stresses the crucial role that user-friendly confirmation rules and secure inter-chain bridging play in ensuring robust end-to-end rollup security and scalability.

dba.xyz · 50 min

TLDR Founders

WHAT LOOM AND KLAVIYO INDICATE ABOUT EXIT VALUATIONS

This article compares last round valuations in private markets to exit values. In both cases, the exit values amounted to less than the last private round - discounts of 38% & 20%. Is this a solid representation of the state of play in tech?

tomtunguz.com · 2 min

TLDR

THE IMPACT OF CHATGPT ON PROGRAMMING EDUCATION

This page presents the results of a survey on the impact of ChatGPT on program education with over 10,000 respondents.

programiz.pro · 18 min

TLDR AI

DEEP DIVE: INTRO TO REAL TIME MACHINE LEARNING

Deep dive into all the components needed to build a modern real time machine learning system.

tonysun9.github.io · 26 min

TLDR AI

DOES IT MATTER TO YOU IF AI MAKES A WORK OF ART YOU LOVE?

WSJ readers debated AI's role in art creation. Responses varied from skepticism about AI's emotional depth to seeing it as just another tool. Transparency on AI's involvement was a common theme.

archive.ph · 11 min

TLDR Crypto

EZKL

Ezkl is a compiler that expands the EVM's compute capabilities for complex, low-cost on-chain operations, simplifying deployment and integration of zero-knowledge circuits in blockchain projects.

blog.ezkl.xyz · 3 min