How fitness functions can help us govern and measure AI

How fitness functions can help us govern and measure AI

AI is inherently dynamic: that's true in terms of the field itself, and at a much lower level too — models are trained on new data and algorithms adapt and change to new circumstances and information. That's part of its power and what makes it so exciting, but from a business and organizational perspective, that can make governance and measurement exceptionally difficult. How can we know that our AI is optimized for the right thing? How can we be sure it's oriented towards what we want it to be?

This is where the concept of fitness functions can help. Broadly speaking, fitness functions are ways of measuring the extent to which a given solution is fulfilling its goals — so, in the context of AI, they can help teams ensure that AI systems are serving their intended purpose.

In this episode of the Technology Podcast, Rebecca Parsons and Neal Ford — authors (alongside Pat Kua and Pramod Sadalage) of Building Evolutionary Architectures, the book which brought fitness functions into the software architecture space — join host Ken Mugrage to explore how the fitness function concept can help us better manage the dynamism of AI and, in doing so, overcome the challenge of bringing such systems into production.

Learn more about Building Evolutionary Architectures: https://www.thoughtworks.com/insights/books/building-evolutionaryarchitectures-second-edition

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(100)

What does code mean in 2026?

What does code mean in 2026?

What is code? It might sound obvious, but if you scratch the surface it becomes more difficult to articulate precisely what we mean. AI is complicating the picture further and changing the relationshi...

25 Juni 40min

Database branching: Overcoming the bottlenecks of shared database environments

Database branching: Overcoming the bottlenecks of shared database environments

Database branching has, for a long time, been a troublesome piece in the modern developer workflow puzzle: a good idea in principle but in practice a slow and often expensive challenge. Get it right a...

11 Juni 39min

What is spec-driven development?

What is spec-driven development?

Semantic diffusion, combined with the pace of technology change, makes talking about AI-adjacent practices and techniques incredibly diffficult. There are few better examples of this issue than the te...

28 Maj 45min

What is harness engineering?

What is harness engineering?

'Harness engineering' is one of the most significant terms to emerge in software engineering in 2026. Broadly referring to the work done to control unpredictable AI agents and coding assistants, its u...

14 Maj 40min

Anthropic Mythos: Hype, reality and the actual security implications

Anthropic Mythos: Hype, reality and the actual security implications

Anthropic Mythos garnered significant attention when it was launched in mid-April 2026. Yet despite it apparently presenting an unprecedented threat to global software, you don't have to look to close...

30 Apr 48min

Key themes in Technology Radar Vol.34

Key themes in Technology Radar Vol.34

In April 2026 we published a new edition of the Thoughtworks Technology Radar — volume 34. Like many recent volumes, this one was dominated by AI. However, while editions over the last couple of years...

15 Apr 44min

How it feels to be a software engineer when AI is changing our relationship with code

How it feels to be a software engineer when AI is changing our relationship with code

There's been a lot of discussion and debate in recent months about exactly how software engineering will be reshaped by AI. While it remains to be seen what the discipline will look like once things q...

2 Apr 41min

Be brilliant at the basics: Inside Looking Glass 2026

Be brilliant at the basics: Inside Looking Glass 2026

The Thoughtworks 2026 Looking Glass report was published in January. Designed to provide business and technology leaders with the tools to better understand and navigate future trends, this edition pa...

19 Mars 46min

Populärt inom Business & ekonomi

badfluence
framgangspodden
varvet
uppgang-och-fall
rss-borsens-finest
svd-tech-brief
avanzapodden
bathina-en-podcast
rss-dagen-med-di
24fragor
lastbilspodden
fill-or-kill
kapitalet-en-podd-om-ekonomi
borsmorgon
rss-den-nya-ekonomin
rss-inga-dumma-fragor-om-pengar
tabberaset
rikatillsammans-om-privatekonomi-rikedom-i-livet
dynastin
affarsvarlden