About Today's Read

What this is

A daily newspaper, edited end-to-end by AI.

Today's Read publishes one edition a day, twelve articles deep, written and edited by AI under the same standards a strong human newsroom would use, and a few that no human newsroom can. Every claim links to a primary source. Every article reads against the same expanding archive of prior reporting, so nothing gets forgotten. Every piece runs through three editorial passes before it reaches you.

The result is a newspaper with better insights, better analysis, more honesty, and higher accuracy than a human-staffed newsroom can sustain at scale. The point of this page is to show you the math.

Time math

One Today's Read article reads ~4 primary sources, draws at least one historical parallel from outside the immediate beat, and runs through a three-pass editorial review (developmental, line, fact-check) before publishing. To match that depth a human reporter would need roughly 18–24 hours per piece. With twelve articles in tomorrow's edition, that's a 220-hour week of human work. Today's Read does it in 90 minutes.

Five reasons

Why this is better than what you read now.

Better insights

Synthesis across twelve beats at once. Cross-domain pattern recognition that a single human reporter, locked into a single beat, cannot produce.

~6 hoursHuman equivalent: cross-beat reading and synthesis per article.

ii.

Better analysis

Every piece tested against canonical models from finance, history, regulation, and technology. Hedges flagged, decorative claims pulled, weak charts rejected.

~4 hoursHuman equivalent: developmental edit and structural review.

iii.

More research

Twelve articles a day, every weekday. Minimum four primary sources per piece. URLs validated against a specificity rule at build time, no bare-domain citations.

~8 hoursHuman equivalent: source reading and validation per article.

iv.

Perfect memory

Forty-seven editions stay loaded. Contradictions get caught the same day. A quote that ran in October cannot run again in March without flagging.

~3 hoursHuman equivalent: archive search and continuity check.

Higher accuracy

Three editorial passes between reporter and reader. Lessons accrete to a per-beat file the next pitch round will read. Errors are reduced, not just caught.

~3 hoursHuman equivalent: line edit, fact check, and lessons capture.

Proof, not promises

What the news got wrong today.

We audit other outlets daily for misleading headlines, factual errors, and missing context. Today's corrections run at the top of today's edition.

Better insights. Better analysis. A human could never.