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Dr Scenario

@scenario2020

Data Science | Scenario Planning & AI Integration First-gen university graduate #FARvisions farhub.org

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02.01.2025
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Latest posts by Dr Scenario @scenario2020

AI systems perpetuate stereotypes, misogyny, racism...
AI systems perpetuate harms.

#AI #ML #LLM #AIharm #AImagic #HaloEffect #HumanInTheLoop #BeMoreCriticallyMinded

24.02.2026 14:30 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Flu has overtaken covid in emergency rooms during the past two winters

Flu has overtaken covid in emergency rooms during the past two winters

Hospital numbers don’t capture how most people actually experience these illnesses: minor inconveniences or nasty bugs that leave you feeling lousy and homebound. Wastewater tracking, which measures viral particles in sewers to track viral trends, also shows that flu has surged and covid has seen a small uptick, smaller than the summer wave.

Hospital numbers don’t capture how most people actually experience these illnesses: minor inconveniences or nasty bugs that leave you feeling lousy and homebound. Wastewater tracking, which measures viral particles in sewers to track viral trends, also shows that flu has surged and covid has seen a small uptick, smaller than the summer wave.

We barely had a winter wave of COVID this year but the flu has been absolutely brutal
www.washingtonpost.com/health/2026/...

04.03.2026 15:11 πŸ‘ 608 πŸ” 83 πŸ’¬ 17 πŸ“Œ 12

"Habsburg AI" is now a term. AI trained on recursively generated data for so long it leads to model collapse.

Being so famous for your dysfunctional choices that cultural evolutions a millenium ahead perfectly adapt your nomenclature.

#HabsburgAI #AIslop #FARvisions

02.03.2026 13:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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a man holding a piece of paper in front of a sign that says schitts creek ALT: a man holding a piece of paper in front of a sign that says schitts creek

Silly things I refuse to accept in movies:

❌Full sun in N.Europe at 7pm midwinter
❌Spring songbirds in December England
❌Jackets in summer Louisiana
❌Mosquito-free tropical beaches

16.02.2026 21:47 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

An author who has #generativeAI write all the novels she sells to publishers, lies to publishers about AI use, but protects her own product because she fears missing out on grifter profits.

"lower your expectations" indeed

12.02.2026 18:27 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

The logic of #economics

My networth is $25M, but that's mostly brand equity.

12.02.2026 18:26 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
A diagram of the evolution of whales, from land dwelling mammals to the ocean giants we know today.

A diagram of the evolution of whales, from land dwelling mammals to the ocean giants we know today.

Whale evolution makes me uncomfortable

09.02.2026 19:48 πŸ‘ 9324 πŸ” 1333 πŸ’¬ 475 πŸ“Œ 270

You say that like the law matters anymore πŸ€·πŸΌβ€β™€οΈ

07.02.2026 16:46 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Progress is humanity's worst idea <p><em>The normal history of humanity is a relatively slow upward crawl in mortality, population and wealth, and with the advent of capitalism, and enormous upward spike in all measures of progress. B...

We tend to think that it was capitalism that drove the dramatic spike in humanity’s progress in population and wealth. | https://bit.ly/4nNWsPO

But Samuel Miller McDonald argues this wasn’t true growth, but a system cloaking environmental destruction and corruption under the guise of progress.

07.02.2026 16:30 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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A red hat, inspired by a symbol of resistance to Nazi occupation, gains traction in Minnesota A Minneapolis knitting shop has resurrected the design of a Norwegian cap worn to protest Nazi occupation. Its owner says the money raised from hat pattern sales will support the local immigrant community.

A Minneapolis knitting shop has resurrected the design of a Norwegian cap worn to protest Nazi occupation. Its owner says the money raised from hat pattern sales will support the local immigrant community.

07.02.2026 16:38 πŸ‘ 1305 πŸ” 380 πŸ’¬ 32 πŸ“Œ 25

Nicholas Christakis @yale.edu
David Gelernter @yale.edu
Marvin Minsky @mit.edu
Lisa Randall @harvard.edu
Bernie Steinberg, Carl Sloane, Eric Sinoway #HarvardHillel
Dan Ariely @dukepress.bsky.social
Marc Rowan @upenn.edu
Robert Trivers @rutgersupress.bsky.social
... and more to come

05.02.2026 08:59 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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What does a research fellow actually do #AtCERN? πŸ€”

Meet Mia, a research fellow in the Systems department, contributing to ISOLDE, where scientists study the properties of atomic nuclei, with further applications in fundamental studies, astrophysics, and material and life sciences.

#WomenInScience

04.02.2026 09:37 πŸ‘ 1159 πŸ” 206 πŸ’¬ 26 πŸ“Œ 12
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Joan Wiffen, self-taught palaeontologist known for discovering the first dinosaur fossils in New Zealand, was born #OTD, 1922. wp.me/p3ihHu-4YT #WomeninSTEM πŸ§ͺβš’οΈ

04.02.2026 22:42 πŸ‘ 30 πŸ” 5 πŸ’¬ 0 πŸ“Œ 1
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Our Mission This is "Our Mission" by Seeds of the Sea on Vimeo, the home for high quality videos and the people who love them.

We have very talented PhD students! PhD student Natalie Coy founded Seeds of the Sea, to record flowering of endangered #Posidonia australis #seagrass. Check out the video she made about it (and website) below.

vimeo.com/1136638387?f...

www.seedsofthesea.org #marineecology #oceanoptimism 🌊🌐πŸ§ͺ

05.02.2026 04:58 πŸ‘ 8 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
A vibrant, composite portrait of the brilliant Iranian mathematician Maryam Mirzakhani (1977–2017), the first woman and first Iranian to win the Fields Medal. She is shown in a close-up head-and-shoulders view, facing the camera with a gentle, thoughtful expressionβ€”short brown hair, bright blue eyes, and a calm smile. She wears a navy blue fleece over a teal/green collared shirt. Overlaid transparently behind and around her is a dense blackboard filled with intricate handwritten mathematical equations in white chalk, featuring complex expressions involving binomial coefficients (e.g., n! / (k!(n-k)!)), factorials, summations, powers, and terms suggestive of hypergeometric series or combinatorial identities. The equations partially surround and frame her face, symbolizing her deep immersion in advanced mathematics, particularly in hyperbolic geometry, TeichmΓΌller theory, and dynamical systems, while evoking the creative, exploratory nature of her work as a Stanford professor and groundbreaking researcher.

A vibrant, composite portrait of the brilliant Iranian mathematician Maryam Mirzakhani (1977–2017), the first woman and first Iranian to win the Fields Medal. She is shown in a close-up head-and-shoulders view, facing the camera with a gentle, thoughtful expressionβ€”short brown hair, bright blue eyes, and a calm smile. She wears a navy blue fleece over a teal/green collared shirt. Overlaid transparently behind and around her is a dense blackboard filled with intricate handwritten mathematical equations in white chalk, featuring complex expressions involving binomial coefficients (e.g., n! / (k!(n-k)!)), factorials, summations, powers, and terms suggestive of hypergeometric series or combinatorial identities. The equations partially surround and frame her face, symbolizing her deep immersion in advanced mathematics, particularly in hyperbolic geometry, TeichmΓΌller theory, and dynamical systems, while evoking the creative, exploratory nature of her work as a Stanford professor and groundbreaking researcher.

Remembering Dr. Maryam Mirzakhani on #WorldCancerDay.

Dr. Mirzakhani was first woman to win the Fields Medal, the most prestigious award in #mathematics. She died in 2017 from #breastcancer at the age of 40.

stanford.io/2C0io2A #WomenInSTEM

04.02.2026 23:12 πŸ‘ 1338 πŸ” 323 πŸ’¬ 20 πŸ“Œ 6

This is quite a fun perspective. I've heard variations of this theory since birth, but I love the #fractal approach here.

Using fractal descriptors to reveal deep physical, metabolic, and developmental limitations in body size and lifestyleπŸ§ͺ

Open access www.science.org/doi/pdf/10.1...

05.02.2026 07:27 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Interesting study, thanks for sharing. It's a correlational study, so it's not possible to know direction of causality yet . But the authors offer some good follow-on study suggestions at the end.

05.02.2026 07:19 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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a man with a mustache is standing in front of a grocery store and a sign that says `` nature is amazing '' . Alt: a man with a mustache is standing in front of a grocery store and a sign that says `` nature is amazing '' .

I love how we keep trying to categorize nature and Nature laughs back.

05.02.2026 07:12 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

✨Let's Be Clear

Every friendly name on the #EpsteinFiles knew their history and has been pretending it didn't exist until they had no choice.

Every πŸ‘ Last πŸ‘ One πŸ‘ Of πŸ‘ Them πŸ‘

#ArrestMorePedos

05.02.2026 07:08 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I'll add to this list of #heros Dr Ronald E McNair. Astronaught, physicist, musician, moon lazer radical! His legacy brings #educational opportunities to literally millions of marginalized #students across the US. Myself included. Dr McNair remains a major force for #humanity

#BlackExcellence

03.02.2026 11:00 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Dozens of Mediterranean ports to strike against Israel's war on Gaza

Dock workers across more than 20 Mediterranean ports are set to strike due to their management’s and governments’ 'complicity' in the genocide in Gaza

31.01.2026 12:46 πŸ‘ 33 πŸ” 18 πŸ’¬ 1 πŸ“Œ 1

They should deny them entirely. Anything less is capitulation to abuse.

29.01.2026 20:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
White House officials being fucking stupid again

White House officials being fucking stupid again

Algorithms be algorithming
@ncar-ucar.bsky.social @nws.noaa.gov

#NOAA #weather #WeatherPrediction #NPR #ClimateReality

29.01.2026 20:09 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

.@ilhanmn.bsky.social didn't even hesitate. Link to the full Town Hall meeting. A lot of great moments happened, before AND after. They shouldn't be overshadowed by the sockpuppet.
www.youtube.com/live/k7wg8kM...

#WOCinPolitics #SomaliExcellence #PoliticalPower #BodyGuardsInDemand

28.01.2026 07:24 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

"Moreover, secrecy sometimes hid the full impact of her work from her. 'We didn’t know exactly where it was going because we worked for the military where everything is secret,' West recalled."

A true pioneer of the 20th century πŸ’™

#GladysMaeWest #GPS #BlackExcellence #WOCinSTEM

26.01.2026 10:29 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Former Secretary of Defense Mark Esper: The 60 Minutes Interview In his new memoir, β€œA Sacred Oath,” Esper writes that he had to press President Trump to send aid to Ukraine, and also walked the president back from ideas such as shooting protesters and missile stri...

Sick leadership. This was filmed May 9, 2022. www.cbsnews.com/video/mark-e...

26.01.2026 10:26 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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a sign that says public service announcement with a megaphone next to it ALT: a sign that says public service announcement with a megaphone next to it

A student I never met and skipped every meeting so far, just sent an email that flags so hard as a #genAI response, the flags are sending off their own flares.

#PSA you have the skills to write your own emails. I promise you.

#AIslop #IncomprehensibleEmails #AcademicSky #students #AcademicChatter

26.01.2026 10:23 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Liam Ramos, a preschooler ICE detained the five-year-old Minnesota boy as he returned home from school and transported him to a detention center in Texas.

22.01.2026 04:56 πŸ‘ 5452 πŸ” 2748 πŸ’¬ 677 πŸ“Œ 547
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NIH ends support for some human fetal-tissue research – dismaying scientists The US biomedical funding agency also hints at future restrictions on research involving human embryonic stem cells.

The world’s largest public funder of biomedical research will no longer support studies that use human fetal tissue derived from elective abortions.

go.nature.com/49MXwOj

23.01.2026 01:41 πŸ‘ 23 πŸ” 5 πŸ’¬ 1 πŸ“Œ 0

The US officially withdrew from the World Health Organization today. Per Trump we can work "one on one" with other countries

Has he heard of the concept of an international outbreak? I.E. PANDEMIC?

No WHO, no USAID, underfunded CDC global health center. We are less prepared than we have ever been.

23.01.2026 01:45 πŸ‘ 420 πŸ” 145 πŸ’¬ 33 πŸ“Œ 18