How long till we run out of fresh data to train the AI?

How long till we run out of fresh data to train the AI?

Will AI fundamentally change software development or just add some efficiencies around the edges? Surveys from Stack Overflow and Github find north of 70% have probably already tried using it and many incorporate it into their daily work through a helper in the IDE.

It's also worth reflecting a bit on the technology sectors that didn't have as great a 2023: crypto, VR, and quantum computing still seem far from mainstream adoption.

We dive a little into the half-life of skills, which seem to be shrinking, especially in IT. Got any resolutions to learn something new this year?

And what about the data we use for training? We highlight a comment from Kian Katanforoosh, a lecturer who helped create Stanford's Deep Learning course with Andrew Ng, who says we'll run out of high quality data as soon as 2030.

A big thanks and congrats to Stack Overflow user Corn3lius for helping to answer a question and being awarded a life boat badge: How can I create spoiler text?

See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

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Episoder(966)

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24 Jul 0s

The future of development is full-stack

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Live from Snowflake Summit, Ryan talks with Snowflake’s Head of Developer Experience Umesh Unnikrishnan about the industry-wide shift from “vibe coding” for quick prototypes to agentic engineering for...

21 Jul 0s

Developers who move fast still need to do it together

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At MS Build, Ryan is joined by Cassidy Williams, Senior Director of Developer Advocacy at GitHub and former Stack Overflow Podcast host, to discuss how agentic coding is shifting dev work towards high...

17 Jul 28min

Your AI is only as responsible as you are

Your AI is only as responsible as you are

Recorded at Microsoft Build, Ryan welcomes Sarah Bird, Microsoft’s Chief Product Officer for Responsible AI, about how we can build and use AI responsibly with the NIST approach, why most irresponsibl...

14 Jul 28min

Building more than just an agent harness

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10 Jul 31min

What's left for infrastructure-as-code after AI moves in?

What's left for infrastructure-as-code after AI moves in?

SPONSORED BY IBMRyan is joined by Rosemary Wang, Developer Advocate at IBM, to explore what infrastructure as code looks like once AI starts writing and deploying it. They discuss why guardrails still...

8 Jul 30min

Agent orchestration is so two-years ago

Agent orchestration is so two-years ago

Ryan welcomes Saahil Jain, CTO of You.com, to discuss why building agents with a 2024 mindset is a mistake as modern models improve at long-horizon tasks, why heavy orchestration layers can hurt model...

7 Jul 31min

The good, the bad, and the AI apps

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Ryan welcomes Benny Chen, co-founder of Fireworks AI, to the show to explore what actually makes an AI application good or not, how to balance qualitative signals with quantitative metrics when evalua...

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