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 8 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
Schoening: Software will shift back toward 1990s-style general tools as a service
“I suspect that software will go more back into the nineties of general tools, word processor, spreadsheet, FileMaker Pro that kind of thing, but those will still be as a service. And then you'll still have specialized tools around security and so on”
Max Schoening May 2, 2026 ▶ 26:32 AI era skills: Why cultivating agency matters more than job titles | Max Schoening (Notion)
Prediction Not checkable as stated
Schoening: AI for Knowledge Work Will Reach 'Good Enough' Intelligence
“I think for a lot of knowledge work tasks, probably sometime we'll get to good enough. And once you get to good enough, then you can optimize other things. Like they run locally, they're cheaper, they're faster.”
Max Schoening May 2, 2026 ▶ 33:40 AI era skills: Why cultivating agency matters more than job titles | Max Schoening (Notion)
Prediction Not checkable as stated
Schoening: AI role merging risks eliminating deep tech specialists
“I think if we're not careful, we will lose specialists.”
Max Schoening May 2, 2026 ▶ 14:22 AI era skills: Why cultivating agency matters more than job titles | Max Schoening (Notion)
Assertion Not checkable as stated
Schoening: Some Notion Designers Are Using Figma Less
“On one hand, I do see like sort of a drop in usage of Figma in some designers at Notion.”
Max Schoening May 2, 2026 ▶ 31:06 AI era skills: Why cultivating agency matters more than job titles | Max Schoening (Notion)
Prediction Not checkable as stated
Schoening: Companies will confront uncomfortable AI ROI questions within 6-12 months
“I do suspect in six to 12 months from now, a lot of companies are going to actually start asking questions around RRI, and I think that will be an uncomfortable conversation for a lot of folks.”
Max Schoening May 2, 2026 ▶ 34:58 AI era skills: Why cultivating agency matters more than job titles | Max Schoening (Notion)
Prediction Not checkable as stated
Schoening: Cheaper code generation will push software engineering into all business domains
“If the cost of software and creating software and encoding business practices in code, and like, I just literally mean the old, like software, one point no kind of code. Then if that cost is very much going to zero, we will just have a lot more of it. And so I…”
Max Schoening May 2, 2026 ▶ 42:55 AI era skills: Why cultivating agency matters more than job titles | Max Schoening (Notion)
Assertion Not checkable as stated
Schoening: All current AI agent architectures fundamentally resemble coding agents
“All agents are also like, if you look at all the harnesses, whether it's the open source ones or the ones from the model companies ours as well they all resemble a coding agent now.”
Max Schoening May 2, 2026 ▶ 44:18 AI era skills: Why cultivating agency matters more than job titles | Max Schoening (Notion)
Assertion Not checkable as stated
Schoening: Designers Made Up 10% of Top GitHub Contributors Pre-LLMs
“In a previous life, I led design and product at GitHub and GitHub designers before LLMs contributed to GitHub. I think in the top contributors to GitHub itself, like, 10% were designers.”
Max Schoening May 2, 2026 ▶ 7:06 AI era skills: Why cultivating agency matters more than job titles | Max Schoening (Notion)
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