Annie Forest on stage in front of a large crowd with a word cloud on the screen showing words such as math, ashamed, stress, hate.
Annie Forest on stage in front of a large crowd with a quote on the screen saying โsometimes wrong answers are the right answer to a different problem -Marilyn Burnsโ
Annie Forest on stage with screen showing a continuum from Rachel Lambertโs book.
I had the opportunity to share some mathy ideas as a keynote speaker yesterday. ๐ค
Shared a favorite quote from @mburnsmath.bsky.social. Also shared @tracyzager.bsky.socialโs book, Slow Reveal Graphs @jennalaib.bsky.social, Open Middle @robertkaplinsky.com & @mathematize4all.bsky.socialโs book โจ๐ฅฐ
28.02.2026 11:56 โ
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Book cover of "Weapons of Math Destruction" by Cathy O'Neil.
Weapons of Math Destruction, by Cathy OโNeil
Chapter 3 - Arms Race, Going to College
1. What are the pros and cons of college rankings, and do they ultimately offer a net benefit?
2. What is measured and what is not?
โข What variables did U.S. News include in its college ranking formula?
โข What aspects of educational quality were excluded or difficult to measure?
โข What are the consequences of building a model that accounts only for what can be easily mea-
sured?
3. OโNeil writes about systems that can be gamed. Who benefits from these systems and who is harmed?
4. The major theme from first semester was feedback loops.
โข What feedback loops are created by college rankings. Model these loops with a system diagram.
โข What consequences of rankings are due specifically to feedback loops?
โข Are the looping systems of college rankings chaotic, or do they converge toward cycles or fixed
points?
5. The output of algorithms is often presented as neutral. There are numerous tropes about how โthe
numbers donโt lieโ, โthe data speaks for itselfโ, and โyou canโt argue with the mathโ. However, OโNeil
describes how those creating the models have great power. To what extent is a model a representation
of the values of the modeler? Or, what choices is the modeler in a position to make that influence the
model?
6. You are more than your data, yet your grades, applications, resume, etc. are variables in algorithms.
What aspects of being human are systematically excluded from data-driven systems?
In #MathsToday we read Chapter 3: Arms Race - Going to College, from Weapons of Math Destruction by Cathy O'Neil.
Students annotated, discussed in groups, and will share some reflections in writing.
27.02.2026 21:28 โ
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Yes! Itโs like changing the bucket size on a histogram, but with so many extra variable impacting its New patterns emerge. ๐
25.02.2026 19:25 โ
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I love a choropleth map. I was playing around with this one on ChatGPT usage (via @sherwood.news), which includes both the state's ranking and most frequent type of conversation. I rolled over all of the dark states and none of them lay claim to be #1. Then I saw: it's out of 51. DC is #1 for usage.
25.02.2026 17:44 โ
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Yes! This is such a beautiful example of SMP 5: use appropriate tools strategically! Using the tool leads to new thinking, not just a bunch of answered problems. ๐๐ผ
24.02.2026 19:31 โ
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Also: I wrote this quickly, and I may return to it later to clarify with additional data. People are welcome to correct me or add on.
24.02.2026 19:15 โ
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I am also sharing my response. I don't avoid being political, but also this is one where I think the data really would speak for itself. Things are much, much worse for child incarceration in the current administration. This practice also wasn't invented in 2025.
24.02.2026 19:14 โ
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Less than 10 minutes after posting this, I received the following comment on the Slow Reveal Graphs page.
I agree that this is not a graph that I would use with young children, and that any use of it needs to be done in an environment of care and cultural responsiveness. It is not easy.
24.02.2026 19:14 โ
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Daily number of people aged under 18 detained by ICE: Sept 2023 to Octย 2025
Daily number of people aged under 18 detained by ICE: Sept 2023 to Oct 2025
New #SlowRevealGraph
Daily number of people aged under 18 detained by ICE (US Immigration and Customs Enforcement): Sept 2023 to Oct 2025.
"More than 6x rise in ICE detention of children under Trump"
via the Marshall Project
24.02.2026 18:53 โ
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I guess I don't know the definition of a fighter! Is it your preference, or is it the one that you would use to slay @kassiaowedekind.bsky.social as swiftly as possible? Because we know which one that is...
23.02.2026 18:15 โ
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This looks like so much fun!!
23.02.2026 18:14 โ
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I have selected some data points that I think might make good friends! (haha I wonder if we would actually get along?)
23.02.2026 18:14 โ
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Right-wing content twice as likely to be shown to new X (twitter) users as left-wing or neutralย content
Right-wing content twice as likely to be shown to new X (twitter) users as left-wing or politically neutral content
New #SlowRevealGraph:
Right-wing content twice as likely to be shown to new X (twitter) users as left-wing or neutral content
From an investigative report by the Sky News (UK) Data & Forensics Team (November 2025) -- check out their methodology
23.02.2026 18:13 โ
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Which Institutions People Trust in the UK, Germany, andย US
Low Stakes, High Trust: Which Institutions People Trust in the UK, Germany, and US
New #SlowRevealGraph:
Low Trust, High Stakes: Which Institutions People Trust in the UK, Germany, and US
Which institutions do people in these countries trust the most: healthcare? Banks? Nonprofits? Tech? The government?
23.02.2026 17:01 โ
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Extreme Poverty Fell Sharply Worldwide - Even Excluding China - Slow Reveal Graphs
Extreme Poverty Fell Sharply Worldwide - Even Excluding China
New #SlowRevealGraph additions today:
(1) Extreme poverty fell sharply worldwide -- even excluding China
Almost 1b people have been lifted from extreme poverty in China since 1990!
slowrevealgraphs.com/2026/02/21/e...
(2) It's never been safer to fly commercial
slowrevealgraphs.com/2026/02/21/f...
21.02.2026 23:48 โ
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Extreme Poverty Fell Sharply Worldwide โ Even Excludingย China
Extreme Poverty Fell Sharply Worldwide - Even Excluding China
Extreme Poverty Fell Sharply Worldwide โ Even Excludingย China
Extreme Poverty Fell Sharply Worldwide - Even Excluding China
21.02.2026 20:05 โ
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We were invited to read from our books, which I did of course. But first I had some opening words, which I thought I'd share with you here.
I'll share video too, once that's available.
19.02.2026 18:00 โ
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I zoomed in to check out which of Nat's images you chose to use. You chose some fascinating ones! Maybe I'll re-create them for myself to solve. :)
Sending love to you, Mary!
19.02.2026 01:15 โ
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A clothesline strung across a classroom with fraction cards and pictures sitting upon it.
Thanks to @jennalaib.bsky.social , @natbanting.bsky.social and others for the inspiration to do a fractions clothesline. My student were very engaged! #ITeachMath
19.02.2026 00:55 โ
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Ramadan Mubarak! ๐
17.02.2026 23:46 โ
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Mia Valentina Paz Faria
A 7-year-old from Venezuela who was living in Austin, Texas
Detained for 70 days
โI donโt want to be in this place I want to go to my school.โ
UPDATE: Staff at the ICE concentration camp in Dilley, Texas have begun raiding the dormitories of kids and their parents to confiscate and destroy letters from the children. This is in response to the ace reporting by
@micarosenberg
et al for ProPublica:
โI donโt want to be in this place I want to go to my school.โ
- 7 year old imprisoned by ICE for 70 days in a concentration camp in Texas.
Today, after @propublica.org published this story, the camp was raided to confiscate letters from the children.
www.propublica.org/article/ice-...
17.02.2026 19:31 โ
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notice and wonders about the slow reveal graph on number of events in the winter olympics.
Yay! #mathstoday one of my PSTs chose my #slowrevealgraph (made with @jennalaib.bsky.social's help, of course). slowrevealgraphs.com/2026/02/09/2... Most of the discussion was about what the thickness of the bands meant. Made it a stumper even after they got the olympic connection.
17.02.2026 20:28 โ
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framework for planning: what? so what? now what? in a cycle
Love seeing @jennalaib.bsky.social using this framework. I learned from @deltadc.bsky.social . Often ask learners to pick one to consolidate thinking. Applying to planning is great. www.youtube.com/watch?v=1dH7...
16.02.2026 17:33 โ
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Thanks for watching! ๐
I had used it before in a critical friends group (CFG), albeit with a different focus. I think itโs good for moving up the ladder of inference in other contexts, too.
16.02.2026 22:12 โ
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Maybe that information had a verryyyyy specific audience in mind. ๐ฝ
15.02.2026 23:05 โ
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Ooh! Iโve never made connections to absolute value with it.
15.02.2026 14:12 โ
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I wonder what connections could be made to the idea of transformations, eg that rotating or translating a shape doesnโt change it. (Even though thatโs technically 8th grade work, we often touch on it lightly in elementary without defining moved. Like we move a square around โ still a square!)
15.02.2026 13:06 โ
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I wonder what connections the student would make to the idea of a constant difference if shown a similar idea on a number line. (The anglegs show this concept nicely!)
15.02.2026 13:05 โ
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I love Anglegs! Weirdly, Iโve used them more for polygon work than explicitly looking at some of the angle standards, so itโs nice to see that hear.
15.02.2026 12:58 โ
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