Thursday, February 12, 2026

The hazard of glamourizing one photographs


Individuals shouldn’t be judging AI-augmented coding by “1 photographs.” 

If somebody advised you that their mannequin did a “one shot of Minecraft” and so they’re impressed by that, you could contemplate how a lot semantic heavy lifting the phrase “Minecraft” is doing in that immediate. 

Ask them to at least one shot Minecraft with out utilizing the phrase Minecraft. 

It’s not trivial to at least one shot one thing distinctive, as a result of programming is the artwork of creating the ambiguous extremely particular by means of sculpting. AI sculpting is much less about vibes and extra about discovering the specificity you need and protecting the system steady by means of modifications. Good SDLC practices nonetheless matter, historic context nonetheless issues, and figuring out how issues work issues, shout out to Grady Booch.

It’s a cool celebration trick to at least one shot Mario Brothers or area invaders, however you then’ll find yourself with probably the most mid model of each. Actually mid. You’ll get the statistical fats a part of the Bell curve model of those legendary video games. You’re telling the mannequin to shut its eyes and draw the face of those video games from reminiscence. 

As high-level programming cedes solution to the prose compiler, making your objectives and specs nicely understood to the paradox loop and exhibiting logic goes to matter greater than ever. Contemplate your entire phrases and be sure that sure phrases aren’t carrying all of the semantic load, hidden or in any other case.




About Scott

Scott Hanselman is a former professor, former Chief Architect in finance, now speaker, marketing consultant, father, diabetic, and Microsoft worker. He’s a failed stand-up comedian, a cornrower, and a ebook writer.

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