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1
Introduction
2
Definition
3
Church Turing Thesis
4
Lambda Calculus
5
Space of All Possible Functions
6
Requirement Spec
7
Helper Function
8
Actual Data Model
9
Linear Regression
10
Data vs Model
11
Data Approach
12
Neural Network Architecture
13
Machine Learning Algorithm
14
Test Driven Development
15
Neural Network Demo
16
Net Weights
17
Doubles
18
Bugs
19
Star Journey
20
Star Space
21
When to use
22
Text to Code
23
Code Completion
24
Text to Text
25
Oracle Problem
26
What do you think
Description:
Explore the intersection of AI and Scala development in this 40-minute conference talk from Scala Days 2023 Seattle. Delve into the potential impact of AI on Test Driven Development (TDD) methodologies, examining whether AI can effectively write functions and tests. Consider the implications of AI-generated code on API design, test coverage, and the developer's thought process. Investigate the pros and cons of various AI-assisted development approaches, including writing tests before functions, generating complete solutions, and even producing formal proofs. Gain insights into current AI applications in Scala development and contemplate future possibilities. Learn from Bill Venners, president of Artima, Inc., lead developer of ScalaTest and Scalactic, and coauthor of "Programming in Scala, Fifth Edition," as he shares his expertise on this cutting-edge topic.

AI Assisted Development

Scala Days Conferences
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