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Will Freyman

@willfreyman

computational population genetics and phylogenetics. http://willfreyman.org into oakland, bikes, synths, mountains, cities, bayesian stuff he/him

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17.12.2023
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Latest posts by Will Freyman @willfreyman

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This looks neat, actually does a formal analysis of what I've suspected for a long time -- Ξ”K is an odd way to decide number of pops. H/T @biologyjoe87.bsky.social for the paper. (Personally I think K=0) www.biorxiv.org/content/10.6...

03.03.2026 18:05 πŸ‘ 15 πŸ” 7 πŸ’¬ 0 πŸ“Œ 0
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Science of sex and gender being misrepresented by Trump officials, experts warn Scientists say crackdown on gender-affirming care could have impact on healthcare of all Americans

Major thanks to @melodyschreiber.com for interviewing me about what biology actually says about sex & gender

Unscientific attacks on trans rights are fueled by fascism, not science, and harm all of us - cis or trans

Excellent reporting πŸ§¬πŸ³οΈβ€βš§οΈ

www.theguardian.com/us-news/2026...

27.02.2026 17:17 πŸ‘ 295 πŸ” 133 πŸ’¬ 6 πŸ“Œ 5
A line graph showing NSF grant awards made through 2/27/26 for fiscal year 2026 compared with grant awards for fiscal years 2021-2025.

A line graph showing NSF grant awards made through 2/27/26 for fiscal year 2026 compared with grant awards for fiscal years 2021-2025.

NSF Update (Awards through 2/27/26)

Directorates to follow

1/10

01.03.2026 14:48 πŸ‘ 666 πŸ” 444 πŸ’¬ 28 πŸ“Œ 118

πŸ’―

01.03.2026 17:34 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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This week's cover @thelancet.com

26.02.2026 23:48 πŸ‘ 3116 πŸ” 1458 πŸ’¬ 44 πŸ“Œ 80
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A covarion model for phylogenetic estimation using discrete morphological datasets Abstract. The rate of evolution of a single morphological character is not homogeneous across the phylogeny and this rate heterogeneity varies between morp

Our new paper 'A covarion model for phylogenetic estimation using discrete morphological datasets,' is out in SysBio!
We introduce the "covariomorph" model in RevBayes to capture character and lineage specific rates of morphological traits.
πŸ”— doi.org/10.1093/sysb...

25.02.2026 19:24 πŸ‘ 37 πŸ” 20 πŸ’¬ 2 πŸ“Œ 0
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U.S. government has lost more than 10,000 STEM Ph.D.s since Trump took office A Science analysis reveals how many were fired, retired, or quit across 14 agencies

Incredible self own for the US. The damage being done to the US scientific enterprise is generational. We will look back on this as a tipping point where the US chose all on its own to stop leading the world in science.

www.science.org/content/arti...

28.01.2026 11:46 πŸ‘ 1496 πŸ” 831 πŸ’¬ 81 πŸ“Œ 54

🚨 Requesting help:

I am looking for an agent who can facilitate more speaking gigs, podcast appearances, and interviews with journalists

I want to more widely share my story and expertise as a trans geneticist who understands the reality and complexity of "biological sex" πŸ³οΈβ€βš§οΈπŸ§¬

Please signal boost?

28.01.2026 21:03 πŸ‘ 314 πŸ” 257 πŸ’¬ 15 πŸ“Œ 19

I also welcome any direct connections people may have to podcasts who need a guest, or organizations who need a speaker (it's about that time to start planning for Trans Day of Visibility!)

If you have questions or ideas, DM me or email me at jey (at) beyondxandy (dot) org

@beyondxandy.bsky.social

28.01.2026 21:09 πŸ‘ 37 πŸ” 18 πŸ’¬ 2 πŸ“Œ 0

Voting NO on the DHS funding bill is the bare minimum.

Backing Kristi Noem’s impeachment is the bare minimum.

Holding law-breaking ICE agents legally accountable is the bare minimum.

ICE is beyond reform. Abolish it.

25.01.2026 21:59 πŸ‘ 41797 πŸ” 10725 πŸ’¬ 728 πŸ“Œ 328
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This is courage. Looking a masked, government fascist dead in the eye, face to face, knowing full well that your life is on the line.

If elected officials had 1/10th of Alex Pretti's resolve, we would have far fewer troubles.

24.01.2026 19:56 πŸ‘ 9941 πŸ” 2619 πŸ’¬ 126 πŸ“Œ 174

Alex Pretti was a colleague at the VA. We hired him to recruit for our trial. He became an ICU nurse- I lover working with him. He was a good kind person who lived to help and these fuckers executed him.

White. Hot. Rage.

24.01.2026 19:31 πŸ‘ 60627 πŸ” 18877 πŸ’¬ 1404 πŸ“Œ 741
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Genetic Data From Over 20,000 U.S. Children Misused for β€˜Race Science’

An excellent, bone-chilling story about a cadre of online racists who stole genetic data from studies on children so they could make specious arguments for the innate inferiority of non-white people, it's embrace by Elon Musk/twitter & how the Trump administration might make it easier to do again.

24.01.2026 15:03 πŸ‘ 175 πŸ” 100 πŸ’¬ 8 πŸ“Œ 14

New paper with @smishra677.bsky.social!

How many different trees can be generated by just one duplication event? It turns out A WHOLE LOT, if you consider the coalescent process.

1/

www.biorxiv.org/content/10.6...

23.01.2026 11:10 πŸ‘ 47 πŸ” 17 πŸ’¬ 2 πŸ“Œ 2

Minneapolis ❀️

23.01.2026 05:33 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
This line graph illustrates the percentage change in agency staff levels from the previous year for nine major U.S. federal scientific and health organizations between the fiscal years 2016 and 2025. The agencies tracked include the CDC, Department of Energy, EPA, FDA, NASA, NIH, NIST, NOAA, and NSF. For the majority of the timeline between 2016 and 2023, the agencies show relatively stable fluctuations, generally staying within a range of +5% to -5% change per year. However, there is a dramatic and uniform plummet starting in the 2024–25 period. Every agency depicted shows a sharp downward trajectory, with staffing losses ranging from approximately -15% to over -25%. The Environmental Protection Agency (EPA) shows the most significant decline, dropping to roughly -26%, while the National Institute of Standards and Technology (NIST) shows the least severe but still substantial drop at approximately -15%.

This line graph illustrates the percentage change in agency staff levels from the previous year for nine major U.S. federal scientific and health organizations between the fiscal years 2016 and 2025. The agencies tracked include the CDC, Department of Energy, EPA, FDA, NASA, NIH, NIST, NOAA, and NSF. For the majority of the timeline between 2016 and 2023, the agencies show relatively stable fluctuations, generally staying within a range of +5% to -5% change per year. However, there is a dramatic and uniform plummet starting in the 2024–25 period. Every agency depicted shows a sharp downward trajectory, with staffing losses ranging from approximately -15% to over -25%. The Environmental Protection Agency (EPA) shows the most significant decline, dropping to roughly -26%, while the National Institute of Standards and Technology (NIST) shows the least severe but still substantial drop at approximately -15%.

This is the most astonishing graph of what the Trump regime has done to US science. They have destroyed the federal science workforce across the board. The negative impacts on Americans will be felt for generations, and the US might never be the same again.

www.nature.com/immersive/d4...

20.01.2026 22:53 πŸ‘ 14449 πŸ” 8317 πŸ’¬ 90 πŸ“Œ 765

Unifying phylogenetic traversal and deep learning to guide tree exploration https://www.biorxiv.org/content/10.64898/2026.01.14.699358v1

15.01.2026 23:42 πŸ‘ 1 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

ICE will continue to murder us until we abolish them

15.01.2026 03:14 πŸ‘ 6 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

Minneapolis is literally occupied by its own federal government, this is an abomination, an act of civil war by the federal government against the sovereign states.

13.01.2026 19:15 πŸ‘ 10 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Kristi Noem must be impeached.

13.01.2026 18:57 πŸ‘ 3693 πŸ” 557 πŸ’¬ 120 πŸ“Œ 38

Tracing the evolutionary histories of ultra-rare variants using variational dating of large ancestral recombination graphs https://www.biorxiv.org/content/10.64898/2026.01.07.698223v1

12.01.2026 22:32 πŸ‘ 14 πŸ” 8 πŸ’¬ 0 πŸ“Œ 0

Final version of paper with @smishra677.bsky.social now published in a wonderful issue of GENETICS!

academic.oup.com/genetics/art...

08.01.2026 13:57 πŸ‘ 26 πŸ” 16 πŸ’¬ 0 πŸ“Œ 0
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Rep. Omar: Trump admin’s take on MN shooting is β€˜delusional,’ β€˜we’ve all seen the video’ | CNN Minnesota Rep. Ilhan Omar joins The Lead.

It was not "domestic terrorism.” It was state sanctioned violence.

A family will forever live with the pain caused by the admin's reckless and deadly actions.

Abolishing ICE is not enough. They must be held accountable.

08.01.2026 00:50 πŸ‘ 3954 πŸ” 948 πŸ’¬ 45 πŸ“Œ 28
Events β€” Bay Resistance

Bay Resistance has an anti-war organizing call tonight as well as many local organizing meetings in the East, West, and South Bay coming up - get the details at www.bayresistance.org/events

07.01.2026 20:49 πŸ‘ 20 πŸ” 8 πŸ’¬ 1 πŸ“Œ 0

Despicable. Non scientists have a hard time understanding how hard it is to get NIH funding. Brenna's work has been amazing and to see her lose funding because of a racist administration that wants our understanding of genetics to ignore the vast majority of human genetic variation is a travesty

06.01.2026 01:12 πŸ‘ 13 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0
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Find Your Representative Find your representatives. Learn how to find and connect with them. Stay informed about their bills, committees, and contributions.

You can find your US reps and senators here: reps.fyi

If you call now, you'll get an answering machine and you can leave a message. A great thing to do if you're nervous about talking to someone. Just give your name, your zip code, and demand they impeach Trump for illegally invading Venezuela.

03.01.2026 07:45 πŸ‘ 1216 πŸ” 1346 πŸ’¬ 8 πŸ“Œ 83

Oil brings us climate change and illegal invasions of sovereign nations.

03.01.2026 16:50 πŸ‘ 616 πŸ” 154 πŸ’¬ 4 πŸ“Œ 10
SIR of susceptible, infectious, and recovered compartments with individuals who take short "trips" to other locations away from home, plus diagram of four phylogenetic patterns of host-mediated infection (resident-to-resident, visitor-to-resident, resident-to-visitor, visitor-to-visitor).

SIR of susceptible, infectious, and recovered compartments with individuals who take short "trips" to other locations away from home, plus diagram of four phylogenetic patterns of host-mediated infection (resident-to-resident, visitor-to-resident, resident-to-visitor, visitor-to-visitor).

New preprint modeling pathogen phylogeography, where infected hosts spread disease through short "trips" between locations. Very fun collaboration with the brilliant @albertchristian.bsky.social and Ammon Thompson.

www.medrxiv.org/content/10.6...

31.12.2025 21:00 πŸ‘ 28 πŸ” 8 πŸ’¬ 1 πŸ“Œ 0

yallHap: Modern Y-chromosome haplogroup inference with probabilistic scoring and ancient DNA support https://www.biorxiv.org/content/10.64898/2025.12.28.696719v1

29.12.2025 23:04 πŸ‘ 5 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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Neural posterior estimation for population genetics Simulation-based inference methods are increasingly being used in population genetics due to their flexibility and ability to be applied in settings where likelihood-based methods are intractable. Per...

Popgen folks, Jiseon, Nate, and Andy, along with Yuxin Ning and Franz Baumdicker, just released a really cool new method for simulation based inference (think ABC) using normalizing flows. It seems to work really well! full joint posteriors ftw!
www.biorxiv.org/content/10.6...

03.12.2025 15:41 πŸ‘ 23 πŸ” 14 πŸ’¬ 2 πŸ“Œ 1