the consequence of content, forecast.

an independent ai research lab studying how information moves through a population — and what it leaves behind.

pre-launch · 2026.q2

thesis · §01

consequence over engagement.

engagement is noise. consequence is signal. platforms count what lights up — the likes, the reposts, the dwell time. they cannot count what a sentence does to a reader three days later, or to a community you did not know you were addressing.

afterwave is a research lab. we study the downstream effect: what a piece of content changes after the click, once the engagement has decayed. we report measurements, not opinions — every forecast is an account of how information will move through a population, with error bars, not a guess.

research

the science of consequence.

all research →
flagship · methodology · v2.0

tribe-v2: agent-based forecasting of content consequence

a population of synthetic readers — each with a modeled prior, attention budget, and position in a social graph — simulates response to a draft before it is published. we report calibration against 2.1m held-out posts, and characterise the conditions under which the forecast breaks.

read the paper → afterwave research · 2026

approach

we simulate. we don't guess.

01

agent-based

a synthetic population reads your draft. not keywords — readers, each with a prior, an attention budget, and a place in the network.

02

calibrated

every signal ships with error bars and a held-out score. a forecast you cannot audit is an opinion wearing a number.

03

consequence-first

we measure downstream effect — what a post changes weeks later — not the engagement it spikes in the first hour.

read the approach →

forecast · the applied instrument

a draft in. a forecast out.

submit a draft and forecast simulates 8,412 synthetic agents reading it. you see projected reach, response half-life, and any backlash risk — before you publish, not after.

forecast is the lab's research, made operational. it is in private beta with the pre-launch cohort.

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projected reach · forecast
48.2k
simulated
8,412 agents
projected reach
48.2k
+12k vs baseline
response half-life
36h
peak at t+12h
breakout prob.
72%
crosses adjacent community
▲ backlash risk
58%
misread · founder segment

access · 2026.q2

request access.

afterwave is pre-launch. we are opening a small research cohort. tell us where to reach you and we will be in touch when your cohort opens.

✓ received. one email when your cohort opens — nothing else.

no spam · one email when your cohort opens