LLMs for software development can go way beyond Github Copilot. In this episode, we talk about how these models could change the workflow for existing developers, but more importantly how they could change the very idea of what software is.
Links/Resources:
https://simonwillison.net/2023/Mar/11/llama/
https://github.com/RootbeerComputer/backend-GPT
https://lukebechtel.com/blog/gpt4-generating-code
===== About “The Technium” =====
The Technium is a weekly podcast discussing the edge of technology and what we can build with it. Each week, Sri and Wil introduce a big idea in the future of computing and extrapolate the effect it will have on the world.
Follow us for new videos every week on web3, cryptocurrency, programming languages, machine learning, artificial intelligence, and more!
===== Socials =====
WEBSITE: https://technium.transistor.fm/
SPOTIFY: https://open.spotify.com/show/1ljTFMgTeRQJ69KRWAkBy7
APPLE PODCASTS: https://podcasts.apple.com/us/podcast/the-technium/id1608747545
Dependent types are a more expressive type system in programming languages used to catch a larger class of errors at compile time. What are would be typically assertions at runtime can now be caught at compile time.
Show notes:
Resources:
Activity Pub is a decentralized social networking protocol. It allows different web applications to interact so that their users can share information, even if the websites or applications are running different software.
00:00 S04E07 Activitypub
02:13 What is Activity Pub?
15:02 Interoperability
33:00 A New Kind of Social
43:53 Providing Distribution
53:03 The Use Cases
01:07:41 Ideology
01:14:25 The Wild West
01:24:07 Deconstructed Content
01:34:52 Taking a Position
===== About “The Technium” =====
The Technium is a weekly podcast discussing the edge of technology and what we can build with it. Each week, Sri and Wil introduce a big idea in the future of computing and extrapolate the effect it will have on the world.
Follow us for new videos every week on web3, cryptocurrency, programming languages, machine learning, artificial intelligence, and more!
===== Socials =====
WEBSITE: https://technium.transistor.fm/
SPOTIFY: https://open.spotify.com/show/1ljTFMgTeRQJ69KRWAkBy7
APPLE PODCASTS: https://podcasts.apple.com/us/podcast/the-technium/id1608747545
Links/Resources:
APL is an array based programming language developed by Kenneth Iverson in the 1960s. Its central data type is the multi-dimensional array and hence it's very useful for workloads involving a lot of matrix math. APL predominantly uses symbols and it leverages consistent composability and execution rules to enable it as a notation as a tool for thought.
Links/Resources:
* https://mathspp.com/blog/why-apl-is-a-language-worth-knowing
* https://www.quora.com/What-made-APL-programming-so-revolutionary?share=1
* https://tryapl.org/
* A Personal View of APL
* Notation as a Tool for Thought
* Heaviside Operator Calculus
* Conway’s Game of Life in APL
* Maxwell’s Equations: From 20 to 4
* Alan Kay’s answer to “What made APL so revolutionary?”
* Testimonies
* https://news.ycombinator.com/item?id=27463149
* https://news.ycombinator.com/item?id=27464005
* https://news.ycombinator.com/item?id=27465512
* https://github.com/razetime/ngn-k-tutorial/blob/main/01-intro.md
00 - Objectives and Prerequisites | "Learn APL with Neural Networks"
https://dl.acm.org/doi/pdf/10.1145/3315454.3329960
Chapters:
[00:00:00] Intros
[00:03:36] What is APL?
[00:05:42] Yes, it uses weird symbols
[00:06:51] A language should change your thinking
[00:13:08] Notation as a tool of thought
[00:20:33] Connections to functional programming
[00:28:23] What it feels like to program in APL
[00:33:10] APL and IBM = big bucks
[00:35:20] The echos of APL in modern data science tools
[00:43:52] APL for big data pipelines
[00:48:56] APL for Machine learning
[00:54:59] APL for JSON manipulation
[01:03:18] APL as a spreadsheet language
[01:16:11] Superhuman programming: APL and LLMs
[01:26:59] Making APL more explainable
[01:38:18] Outro
===== About “The Technium” =====
The Technium is a weekly podcast discussing the edge of technology and what we can build with it. Each week, Sri and Wil introduce a big idea in the future of computing and extrapolate the effect it will have on the world.
Follow us for new videos every week on web3, cryptocurrency, programming languages, machine learning, artificial intelligence, and more!
===== Socials =====
WEBSITE: https://technium.transistor.fm/
SPOTIFY: https://open.spotify.com/show/1ljTFMgTeRQJ69KRWAkBy7
APPLE PODCASTS: https://podcasts.apple.com/us/podcast/the-technium/id1608747545