The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

clear all ✕

why aren't all 4 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Prediction Not checkable as stated
Ravisankar: Developer workforce will expand significantly in the future
“I actually think you're going to see a proliferation of developers. I think you're going to see Way more developers in, in the future. I think the job role will change for sure. I think it's not going to stay the same, but I think you're going to see way more.”
Vivek Ravisankar Nov 8, 2025 ▶ 44:56 ⚡️ The State of AI Engineer Hiring: Cheating, AI Adoption,Junior Devs — Vivek Ravisankar, HackerRank
Prediction Not checkable as stated
Ravisankar: Tech hiring slope and junior demographics will rebound in six months
“I predict that you're going to see a very different chart on both the slope of the hiring curve, as well as the demographic of the type of hires in the next Six-ish months.”
Vivek Ravisankar Nov 8, 2025 ▶ 4:20 ⚡️ The State of AI Engineer Hiring: Cheating, AI Adoption,Junior Devs — Vivek Ravisankar, HackerRank
Prediction Not checkable as stated
Ravisankar: Human craft will become more valuable as AI advances
“I actually think the more AI becomes powerful, the more valuable human craft and other elements are going to become because people are going to easily determine, oh, this is all done by AI. I'm just going to attribute a lower value.”
Vivek Ravisankar Nov 8, 2025 ▶ 36:32 ⚡️ The State of AI Engineer Hiring: Cheating, AI Adoption,Junior Devs — Vivek Ravisankar, HackerRank
Prediction Not checkable as stated
Ravisankar: Future coding interviews will test production debugging and logs
“We also think the next evolution is going to be beyond code repositories because again, As much as IDE and AI system and code repository is like the home for developers, that's not the only place that they work in. It's always like the prod is down. Okay. So y…”
Vivek Ravisankar Nov 8, 2025 ▶ 14:21 ⚡️ The State of AI Engineer Hiring: Cheating, AI Adoption,Junior Devs — Vivek Ravisankar, HackerRank
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