Verify facts
Prefer primary material. A material claim needs one Tier 1 source or two independent Tier 2 sources.
A daily pour of AI currents · Jul 18, 2026
Hacker Linner黑客下午茶
See how Hacker Linner verifies facts, separates analysis from forecasts, and recalibrates a view when new evidence arrives.
Prefer primary material. A material claim needs one Tier 1 source or two independent Tier 2 sources.
Facts, inferences, opinions, forecasts, and opportunity hypotheses are labeled separately.
A public assessment changes only when new evidence alters the phase, impact, or next watchpoint.
Every public record links to its source material and keeps later developments in the same thread.
Open the archiveRole assessments, hypotheses, price comparisons, and future signals are reference material. Apply them to your own context.
Read the boundaries