The Stack Overflow Podcast Settle down, nerds. AI is a normal technology
21 snips
Dec 23, 2025 
Anil Dash, a celebrated writer and technologist, joins the conversation to demystify AI, positioning it as a natural evolution in technology. He critiques the sensationalism surrounding AI, stressing the importance of realistic expectations. Discussions range from the non-deterministic nature of LLMs to the pressures developers face to integrate AI into existing frameworks. Anil shares how LLMs can enhance creativity while advocating for a balanced approach between democratization and safety in tech. He also highlights the communal spirit of coding and its alignment with empowering developers.
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AI As Part Of Computing's Continuum
- Large language models are a step change but part of a long continuum of adaptive systems in computing.
- Treating AI as "normal technology" helps critique claims honestly and address real risks.
Non-Determinism vs Deterministic Code
- LLMs are non-deterministic unlike traditional software and shouldn't replace deterministic code for critical tasks.
- Using fuzzy tools for non-fuzzy problems increases cost, fragility, and debugging difficulty.
Use The Right Tool For The Job
- Avoid adding LLMs to reliable scripts or systems just to say you have AI; evaluate tool fit first.
- Push back when leadership forces AI onto tasks better served by deterministic code.