techlash.fyi

People are talking about tech in schools.

You've seen the headlines. The reality is complicated.
Here's what's happening on the ground, FYI.

Techlash temperature, last 90 days, 0 to 100

Click a state to open its school districts. Scores still partly reflect how deeply we've researched each state, so read low scores as unknown for now.

Hottest states
No.StateMarkBand
Hottest districts
DistrictSt.Mark

Totals

Signals, last 90 days
Districts with signals
States with signals
National signals, not mapped

How the temperature is calculated

1

Score each signal

How hard it pushes back (1.0 strong, 0.7 clear, 0.35 mixed, 0 neutral or supportive) times how much it weighs: a post 1, a news story 2, organized action 4, a formal proposal 6, a binding vote or contract change 8.

2

Count each story once

Signals about the same event are grouped. The strongest counts in full, and extra coverage adds 25% each, capped at double. Only a district's 5 strongest events count (a state's 6).

3

Adjust for context

Recent signals count more (60-day half-life). Broad coalitions and big petitions add up to 50%. Larger districts and states are damped for their bigger megaphone.

4

Convert to 0 to 100

A saturating curve: one binding vote against school tech lands a district around 55. A state score pools every signal in the state, statewide and local.

5

Show what we don't know

Checked districts with no pushback score 0. Districts we haven't checked yet are left blank and get no score. Every score carries a confidence level.

Known limits

Scores reflect research effort as well as pushback. Colorado was our pilot and was swept far more deeply, so its 84 partly reflects that. Low scores in thinly covered states mostly mean we haven't found much yet.

Every record was classified with AI and hasn't had a human review yet. Some dates are publication dates where the meeting date wasn't known.