Ethics and Bias in AI with Amber McKenzie
.NET Rocks!1 Elo 2019

Ethics and Bias in AI with Amber McKenzie

Artificial Intelligence is happening - are we using it correctly? While at NDC in Oslo, Carl and Richard talked to Amber McKenzie about the challenges of building AI applications that are ethical and unbiased. Doc Am discusses how the AI term is over-used, and how often there are simpler technologies that can solve business problems. But where AI is applied, it comes with some ethical needs about how it is used, and an understanding that there is always bias in the data that trains AI . Tread carefully!

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Data Science and UX with Grishma Jena

Data Science and UX with Grishma Jena

Data Science and UX should be the best of friends! While at the Copenhagen Developer Festival, Carl and Richard talked to Grishma Jena about her work in data science at IBM - and working closely with the UX teams to understand how customers use software and the opportunities to improve it. Grishma talks about the quantitative side of analytics regarding application telemetry, including the ability to predict when a customer is about to abandon an application. The conversation also digs into using modern machine learning to analyze quantitative data, such as comments in surveys - could you sort that kind of data by sentiment or actionability? Improve your UX with data!

21 Syys 202348min

IoT Development using Particle Photon with Colleen Lavin

IoT Development using Particle Photon with Colleen Lavin

What can you do with a Particle Photon? While in an aluminum Airstream trailer in a thunderstorm at the Copenhagen Developers Festival, Carl and Richard talked to Colleen Lavin about her work with the Particle Photon IoT device - and its many maker possibilities! Colleen talks about making it easy to start building a device - but the struggle with so many choices to actually pick a project. The conversation also digs into making production versions of your device so that they are smaller, cheaper, and very reliable - it's a fun time to be a maker!

14 Syys 202350min

Mediatr with Jimmy Bogard

Mediatr with Jimmy Bogard

How about some in-process messaging with no dependencies? Carl and Richard chat with Jimmy Bogard about his work with MediatR, a simple mediator pattern implementation in .NET. Jimmy talks about how MediatR emerged from his work with customer applications having controllers and/or managers that slowly got bigger and more complicated... and how they became difficult to maintain. Using the mediator pattern to break down those blocks of code into more manageable chunks needed a bit of tooling that was cut and pasted from project-to-project until MediatR was born!

7 Syys 202355min

Applied Large Language Models with Brian MacKay

Applied Large Language Models with Brian MacKay

How can a large language model help your application? Carl and Richard talk to Brian MacKay about his work with large language models, including ChatGPT - and others! Brian talks about how LLMs continue to evolve and the limitations they have. But identifying language inside your applications can be powerful, and Brian talks through a few scenarios his company uses in production today. Work could you be taking advantage of today!

31 Elo 20231h 5min

Minimal Architecture with Jeremy Miller

Minimal Architecture with Jeremy Miller

How much architectural ceremony is enough? Carl and Richard talk to Jeremy Miller about his minimal approach to architecture when building software, including his products Wolverine and Marten. Jeremy talks about how good tooling can simplify architecture, ultimately by writing less code - so that you are writing only the code that is unique to your customer needs.

24 Elo 202355min

Chocolatey in 2023 with Gary Ewan Park

Chocolatey in 2023 with Gary Ewan Park

How is Chocolatey evolving? Carl and Richard talk to Gary Ewan Park about the latest with the open-source Windows package management solution. Gary discusses some of the differences between the various package managers for Windows these days, including WinGet. Each product has its niche, and Chocolatey has done a good job of evolving into a broader product, including Chocolatey for Business, to allow a view of applications installed across all your machines - and being able to push updates out to them.

17 Elo 202358min

Leveling up your Architecture Game with Thomas Betts

Leveling up your Architecture Game with Thomas Betts

How's your architecture game? Carl and Richard talk to Thomas Betts about being a better architect. Thomas focuses on the key aspect - communication! An effective architect can talk to all the stakeholders in the language of the stakeholder, whether that's speaking business with business stakeholders, coding with developers, and understanding the needs of the security and operations folks. All those aspects (and more) go into an effective architecture and then come the changes as the implementation challenges happen. The conversation also digs into the importance of documentation to know why decisions were made and how to change them as you respond to changing needs and landscapes.

10 Elo 20231h

The Ethics of Large Language Models with Amber McKenzie

The Ethics of Large Language Models with Amber McKenzie

Large Language Models like GPT-4 are all the rage - how do we use them well? Carl and Richard talk to Amber McKenzie about the challenges and concerns around LLMs, especially regarding the data involved. Amber talks about the risks of creating products around LLMs while the technology is so young and constantly evolving, especially with how the general public reacts to conversational AI. Education is key, and constantly fact-checking - good advice for a lot of technology, but LLMs are making fact checking even more important!

3 Elo 202354min