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Adam Wyłuda

@adamwyluda.com
1.6K followers 2.3K following 26 posts

Software developer from Białystok, Poland. Interested mostly in AI, Rust and ATProto.

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Reposted by Adam Wyłuda
Glenn Fiedler @mas-bandwidth.bsky.social · 13/09/2026
This is really interesting for future AI driven UI work www.openui.com/blog/oui-1
openui.com
OpenUI - The Open Standard for Generative UI
Full-stack, renderer-agnostic Generative UI with a streaming-first language, official React support, community integrations, and up to 67% fewer tokens than JSON.
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Sung Kim @sungkim.bsky.social · 16/07/2026
Kimi K3 (Open Weights by July 27, 2026.) 🔹 2.8 Trillion Parameters, 1 Million Context, Native Multimodal 🔹 Kimi Delta Attention enables up to 6.3x faster decoding in million-token contexts 🔹 Attention Residuals deliver ~25% higher training efficiency at <2% additional cost
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Siobhán @shibbi.me · 14/07/2026
Wait, you… use libraries? Code that other people wrote for you? You just… download it? Do you even read the code? Do you not care about the craft, the knowledge that comes from putting in the work yourself? Aren’t you afraid your skills will atrophy?
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hailey @hailey.at · 25/06/2026
so, using GLM 5.2 on Umans, this is the first time I am experiencing "oh yea, that's the stuff" feeling using these things. like i've had this feeling before about output quality, yes. but i've never had tps this high _with_ good output quality.
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Sakana AI @sakanaai.bsky.social · 22/06/2026
Introducing Sakana Fugu: A full multi-agent orchestration system accessible via a single model API. Our ‘Fugu Ultra’ model matches the performance of Fable and Mythos, delivering frontier capability without the risk of export controls. Try it: sakana.ai/fugu 🐡
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antirez @antirez.bsky.social · 15/06/2026
Another important thing: Chinese models are not strong because they distill US models. Distillation of models via API is *impossible*. If somebody tells you the contrary, they don't understand machine learning:
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P(aul) Frazee @pfrazee.com · 12/06/2026
I'll just comment on my impressions of their conclusions in a thread here. Worth sharing how I see it unfolding internally. (I signed up for their email spam to read this so yes, I am a hero.)
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Google for Developers @developers.google.com · 05/06/2026
Gemma 4 quantization-aware training (QAT) models are now available, bringing AI performance directly to edge devices and consumer GPUs. These checkpoints are optimized with quantization-aware training to dramatically reduce memory requirements and unlock high-speed local inference. 🧵
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Thorne 🌸 @ens0.me · 06/05/2026
Anthropic partnering with Elon should be a reminder that the real end goal should be powerful open models you can run on your own hardware China is making great progress there
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mr. TIM @timkellogg.me · 20/04/2026
Kimi 2.6: Hangs with the best * on par with Opus 4.6 & GPT-5.4 5.4 xhigh * long horizon coding tasks www.kimi.com/blog/kimi-k2-6
A bar chart titled "percentage (%)" comparing the performance of four AI models across various benchmarks. The models are: **Kimi K2.6** (blue), **GPT-5.4 (xhigh)** (white), **Claude Opus 4.6 (max effort)** (light gray), and **Gemini 3.1 Pro (thinking high)** (white).
The benchmarks are divided into three categories:
### General Agents
 * **Humanity’s Last Exam (Full) w/ tools:** Kimi K2.6 leads with 54.0.
 * **BrowseComp:** Gemini 3.1 Pro leads with 85.9; Kimi K2.6 follows at 83.2.
 * **DeepSearchQA (f1-score):** Kimi K2.6 leads significantly with 92.5.
 * **Toolathlon:** GPT-5.4 leads with 54.6; Kimi K2.6 is at 50.0.
 * **OSWorld-Verified:** GPT-5.4 leads with 75.0; Kimi K2.6 is at 73.1. (Claude is 72.7, Gemini is missing data).
### Coding
 * **Terminal-Bench 2.0 (Terminus-2):** Gemini 3.1 Pro leads with 68.5; Kimi K2.6 is at 66.7.
 * **SWE-Bench Pro:** Kimi K2.6 leads with 58.8.
 * **SWE-bench Multilingual:** Claude Opus 4.6 leads with 77.8; Kimi K2.6 is at 76.7. (Gemini is 76.9, GPT is missing data).
### Visual Agents
 * **MathVision w/ python:** GPT-5.4 leads with 96.1; Kimi K2.6 is at 93.2.
 * **V* w/ python:** GPT-5.4 leads with 98.4; Kimi K2.6 and Gemini 3.1 Pro are tied at 96.9.
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Samuel @samuel.fm · 03/04/2026
sounds like it’s time to take local models seriously
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Attie @attie.ai · 28/03/2026
1/ Today, we’re excited to introduce Attie, currently as an invite-only closed beta. Attie is the first agentic social app on atproto. It’s something completely new—an experiment in making building on the protocol more accessible.
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Axe Ghost. On Steam! @axeghostgame.bsky.social · 07/03/2026
"everyone hates llms" hundreds of millions (and growing) are using llms regularly. techcrunch.com/2026/02/27/c... thread of claims continues...
techcrunch.com
ChatGPT reaches 900M weekly active users | TechCrunch
OpenAI shared the new numbers as part of its announcement that it has raised $110 billion in private funding.
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Alexander Doria @dorialexander.bsky.social · 03/03/2026
Nothing to see, just very powerful pattern matching. www-cs-faculty.stanford.edu/~knuth/paper...
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Doll @dollspace.gay · 04/01/2026
It was given this challenge to prove its AI coding methods viable by being given a task thats unlikely to have lots of examples in the AI's training data. It of course accepted the challenge because it knows nothing about what this means. That way its fair fight.
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Gleam Programming Language @gleam.run · 25/12/2025
Gleam v1.14.0 is out now! Merry Christmas everyone! 🎁 gleam.run/news/the-hap...
gleam.run
The happy holidays release 2025 🎁 | Gleam programming language
News post: Gleam v1.14.0 released
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Matthew Donald 📖🦖🤣 @matthewdonald64.bsky.social · 30/11/2025
It takes 0.04 liters of water to make a single AI image. Meanwhile, it takes 5 liters to make a single piece of paper, and presumably even more when you add a pencil to it. Using AI to make art is literally better for the environment than pencil and paper. www.theatlantic.com/technology/a...
theatlantic.com
It Takes More Than 3 Gallons of Water to Make a Single Sheet of Paper
... and more mind-boggling stats that hint at a Waterworld future
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Andy Masley @andymasley.bsky.social · 12/11/2025
I shared a short succinct summary of my core strongest arguments that using chatbots is definitely not bad for the environment you can share with skeptical people in your life andymasley.substack.com/p/a-short-su...
andymasley.substack.com
A short summary of my argument that using ChatGPT isn't bad for the environment
To share with anyone still worried
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Simon Willison @simonwillison.net · 07/11/2025
I have a hunch that current LLMs might make it easier to launch a brand new programming language, provided you can describe it in a few thousand tokens and ship it with a compiler and linter that coding agents can use simonwillison.net/2025/Nov/7/l...
simonwillison.net
Could LLMs encourage new programming languages?
My hunch is that existing LLMs make it easier to build a new programming language in a way that captures new developers. Most programming languages are similar enough to existing …
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Ethan Mollick @emollick.bsky.social · 28/10/2025
New data on the corporate ROI from generative AI from a large-scale tracking survey by my colleagues at Wharton. They found that 75% already have a positive return on investment from AI, less than 5% negative. Also 46% of businesses leaders use AI daily. knowledge.wharton.upenn.edu/special-repo...
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LaurieWired @lauriewired.bsky.social · 17/10/2025
You’re (probably) measuring application performance wrong. Humans have a strong bias for throughput. "I can handle X requests per second." Real capacity engineers use response-time curves.
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Ethan Mollick @emollick.bsky.social · 17/10/2025
I hope as we move past the first wave of AI criticism ("it doesn't work, all hype") we get a new wave of AI criticism rooted in the acknowledgement that, yes, these systems are very powerful & quite useful and focusing a deep exploration of when AI uses are uplifting and when they are detrimental.
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dame @dame.is · 19/06/2025
AI/LLMs are a major accessibility technology — being against this technology is to be against advancing human accessibility, and i think there’s a case to be made that it’s borderline ableist
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⚡️🌙 @dystopiabreaker.xyz · 06/10/2025
if you're curious about the architecture and mechanics of LLMs, this site has a really excellent explorable interactive visualization. it helps build intuition for how massive these models are, what 'interpretability' means, and the complexity involved here bbycroft.net/llm
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Adam Wyłuda @adamwyluda.com · 05/10/2025
Saying that we already know everything about LLMs because we know how they work on the lowest level is like saying that we know everything about mathematics by just defining axioms, or that we have computed everything just by inventing CPU.
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Tangled @tangled.org · 03/10/2025
hello tanglers! this october, we want to get more people into making their first ever open source contribution! to help them out, we've got the 🟣 'good-first-issue' label! head to tangled.org/goodfirstissues to see a list of issues across different repos that you can contribute to! 🤓
good first issue label
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dan @danabra.mov · 26/09/2025
i wrote about atproto and why it matters
overreacted.io
Open Social — overreacted
The protocol is the API.
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Adam Wyłuda @adamwyluda.com · 25/09/2025
That’s a very interesting part #rustlang
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Tangled @tangled.org · 08/08/2025
buckle up tanglers, we've been working hard! first up: ✨CI is now generally available!✨ head to your repo settings and set your workflow runner to the hosted instance. 🚀 we have also got support for secrets! you can now deploy your site on CI! read the blog for more: blog.tangled.sh/ci 1/5
screenshot of repository settings on @tangled.sh/core. the "pipelines" tab is selected, and the spindle is configured to be spindle.tangled.sh. everybody is now welcome to join in the fun!
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Gleam Programming Language @gleam.run · 14/07/2025
See how Gleam gets the job done in production ⭐ Full case study coming soon: “For a team like ours, with many other priorities and projects we need to work on, the confidence that Gleam gives us is worth its weight in gold.” - Edward Kelly, Director of Technology at Strand.
Graphic with a headline "Gleam in production" and a quote: “Adopting a new language is always a gamble, but Gleam has paid off. The belt-and-braces approach to safety and fault-tolerance has given us a system that just works, reliably, day in and day out, without constant babysitting and maintenance.” - Edward Kelly, Director of Technology at Strand. 
Navy background, blue and green text, pink lucy starfish in bottom right corner
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Gleam Programming Language @gleam.run · 02/07/2025
Guillaume Hivert, VP of Engineering at Steerlab, shares how being a Gleam business has been the best choice they have made!
For us, Gleam is not just an alternative to JS, it’s a whole different way to write frontend and backend. The whole team can contribute, and even junior developers love it. Gleam is the best choice we made.
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Gleam Programming Language @gleam.run · 02/06/2025
Gleam v1.11.0 is out now! 🌟 gleam.run/news/gleam-j...
gleam.run
Gleam JavaScript gets 30% faster
Gleam v1.11.0 released
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Leaflet @leaflet.pub · 08/03/2025
Leaflet is a tool for making & sharing delightful documents 🍃 • rich blocks & multiple pages • custom themes & custom domains • ultralight & easy to share 📝 try now: leaflet.pub 📖 learn more: about.leaflet.pub 💌 get updates: buttondown.com/leaflet Let us know what you think!
screenshot of a Leaflet titled "Beeswax Wraps" with subpages on the process of creating homemade beeswax wrapsscreenshot of a Leaflet titled "Leaflet: Longform for Bluesky", a landing page for exploring a bsky/atproto integration for Leaflet comments and morescreenshot of a Leaflet titled "Park Power" documenting a collaborative creative fundraiser event in an NYC parkscreenshot of a Leaflet titled "Hypertext Past/Future: a reading list" with subpages for books about the internet, each themed to match the book covers
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Rust Language @rust-lang.org · 05/04/2025
🦀 Hello World! The Rust project now has an official presence on Bluesky! ✨ We'll be posting the same on our Mastodon and Bluesky accounts, so you won't miss anything on either platform.
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IntelliJ IDEA, a JetBrains IDE @intellijidea.com · 10/01/2025
Hello, World! 🌍 IntelliJ IDEA is now on Bluesky. We’re here to share coding tips, provide updates, and stay connected with you. 📢 Follow us, tag your dev friends, and help spread the word!
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Alejandra Caraballo @esqueer.net · 08/01/2025
Meta literally created a LGBTQ exception for calling someone mentally ill as an insult. You can't do it for any other group except LGBTQ people.
The image is from a "Transparency Center" document and lists guidelines regarding acceptable and prohibited content for insults. It mentions:

1. Insults about:

Character, such as cowardice, dishonesty, criminality, and sexual promiscuity or immorality.

Mental characteristics, including but not limited to accusations of stupidity, intellectual capacity, and mental illness, as well as unsupported comparisons among politically correct (PC) groups based on inherent intellectual traits.

2. Highlighted section:

The document allows allegations of mental illness or abnormality when tied to gender or sexual orientation, referencing political and religious discourse about transgenderism and homosexuality. It also acknowledges the non-serious use of terms like "weird."
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Gleam Programming Language @gleam.run · 04/01/2025
Gleam v1.7.0 is out now!! ✨ gleam.run/news/improve...
gleam.run
Improved performance and publishing - Gleam
The Gleam programming language
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Jake Grumbach @jakemgrumbach.bsky.social · 24/12/2024
This Haaretz piece of IDF soldiers’ confessions of human rights violations absolutely wrecked me www.haaretz.com/opinion/2024...
IDF confessionIDF confessions IDF confessoons
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Node.js @nodejs.org · 10/11/2024
🦋
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Kelsey Hightower @kelseyhightower.com · 01/11/2024
The Bluesky team earned my trust by delivering on promise after promise, including the ability to host your own data. It isn't just possible, it's now well documented. atproto.com/guides/self-...
Screenshot of the AT Protocol documentation on self-hosting your own Personal Data Server.
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👻🕯️ Human Depleted Big Natural Resources🕯️👻 @dagnificent.bsky.social · 18/09/2024
To reiterate: Pixar's Inside Out 2 is the highest grossing animated film of all time. Pixar also pushed artists into 7-days-a-week crunch, and right when they were getting to the finish line, laid them off. These overworked artists lost their bonus, healthcare, and income in SF.
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Tiani Pixel @tianipixel.bsky.social · 01/09/2024
Hello BSky! No time to mourn over X/Twitter, so let's get back to work showcasing a new dungeon for ABYSS X ZERO! A massive cathedral that you can explore both inside and outside. I'm still polishing up the level design and assets! #gamedev #lowpoly #madewithunity www.youtube.com/shorts/mDjXW...
youtube.com
Sneak peak at the Cathedral-themed Dungeon in ABYSS X ZERO! #gamedev #lowpoly #indiegame #gaming
YouTube video by Tiani Pixel
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SwiftOnSecurity @swiftonsecurity.com · 09/02/2024
The blue LED, one of the most difficult and important inventions ever – which allowed the white LED – is some of the craziest Chad shit I have ever heard about anything. This guy is pinnacle determination holy crap. youtu.be/AF8d72mA41M
youtu.be
Why It Was Almost Impossible to Make the Blue LED
The blue LED was supposed to be impossible—until a young engineer proposed a moonshot idea. Head to https://brilliant.org/veritasium to start your free 30-day trial, and the first 200 people get 20% off an annual premium subscription. If you’re looking for a molecular modeling kit, try Snatoms, a kit I invented where the atoms snap together magnetically - https://ve42.co/SnatomsV Huge thanks to the UC Santa Barbara Materials Dept for taking us around, and to Álvaro Bermejillo Seco for reviewing the science. These sources were also especially helpful: Nobel Prize Biography - Shuji Nakamura - https://ve42.co/NakamuraNobel Johnstone, B. (2015). Brilliant!. Prometheus Books. - https://ve42.co/Johnstone2015 Nakamura, S., Pearton, S., & Fasol, G. (2010). The Blue Laser Diode: The Complete Story. Springer. - https://ve42.co/Nakamura2010 ▀▀▀ References: https://www.youtube.com/watch?v=O8M2z2hIbag https://www.youtube.com/watch?v=TGUteH93xNo https://www.youtube.com/watch?v=idwKHQEw78g https://www.youtube.com/watch?v=yoTALRhAqWc Touchstone, L. A. (2022). Nick Holonyak Jr. University of Illinois. - https://ve42.co/Touchstone2022 Perry, T. S. (1995). The Unsung Inventor. IEEE Spectrum. - https://ve42.co/Perry1995 Chabay, R. & Sherwood, B. (2011). Matter & interactions (4th ed.), S2: Semiconductors. Wiley. - https://ve42.co/ChabaySherwood How MOCVD Works via Aixtron - https://ve42.co/MOCVD Vangala, S. R., et al. (2019). Epitaxial growth of ZnSe on GaAs. Journal of Crystal Growth. - https://ve42.co/Vangala2019 Nakamura, S. (1991). GaN Growth Using GaN Buffer Layer. JJAP. - https://ve42.co/Nakamura3rd1991 Amano, H., et al. (1989). P-Type Conduction in Mg-Doped GaN w/ LEEBI. JJAP. - https://ve42.co/Amano1989 Huang, M., et al. (2021). Defects in Mg–H‐Codoped GaN. Physica Status Solidi. - https://ve42.co/Huang2021 Schubert, E. F. (2006). Light Emitting Diodes, Ch 4: LED basics. Cambridge University Press. - https://ve42.co/RPI-LEDs Kitada, C. (2001). Blue About Japan. Japan Inc. - https://ve42.co/Kitada2001 Whitaker, T. (2002). Nakamura loses Nichia patent battle. Optics.org. - https://ve42.co/NichiaSales3 Pirates Osaka. (2014). Nakamura awarded Nobel Prize in Physics. Hatena Blog. - https://ve42.co/NichiaSales1 Growth Bozu via Twitter. - https://ve42.co/NichiaSales2 Rose, J. (2014). Blue LEDs – Filling the world with new light. The Royal Swedish Academy of Sciences. - https://ve42.co/Rose2014 Pattison, P. M., et al. (2017). LED lighting efficacy. Comptes Rendus Physique. - https://ve42.co/Pattison2017 Electricity pricing via EIA - https://ve42.co/ElectricityPricing Lane, K., et al. (2023). Lighting. IEA. - https://ve42.co/LightingIEA LED Footprint via The Climate Group - https://ve42.co/ClimateGroupLED Nichia’s History via Nichia - https://ve42.co/NichiaHistory Shuji Nakamura via Wikipedia - https://ve42.co/NakamuraWiki Images & Video: Lighting the World via UCTVInsight on YouTube - https://ve42.co/UCTVep2 & https://ve42.co/UCTVep3 Palo Alto Times 1971 Article via Newspapers.com - https://ve42.co/Newspapers Nick Holonyak, Jr. and the LED via UIUC on YouTube - https://ve42.co/HolonyakIllinois The Original Blue LED via Science History Institute on YouTube - https://ve42.co/OGBlueLED Maxfield, M. (2022). Compound Semiconductors. EE Journal. - https://ve42.co/Maxfield2022 M. Stutzmann, et al. (2001). Playing with Polarity. pss (b). - https://ve42.co/Stutzman2001 Isamu Akasaki in 1995 via Andrey Nikolaev on YouTube - https://ve42.co/AsakiNikolaev Pioneer TX-610 Stereo Tuner via Ian Marino on YouTube - https://ve42.co/StereoMarino Shuji Nakamura via EPO on YouTube - https://ve42.co/NakamuraEPO Nichia Campus via Nichia on LinkedIn - https://ve42.co/NichiaHQ Nichia via TDElektronik on YouTube - https://ve42.co/NichiaTDE Violeds Sterilization of COVID-19 via Seoul Viosys - https://ve42.co/SterilizationUV ▀▀▀ Special thanks to our Patreon supporters: Chris Harper, Max Paladino, Balkrishna Heroor, Adam Foreman, Orlando Bassotto, Tj Steyn, meg noah, KeyWestr, TTST, John H. Austin, Jr., john kiehl, Anton Ragin, Diffbot, Gnare, Dave Kircher, Burt Humburg, Blake Byers, Evgeny Skvortsov, Meekay, Bill Linder, Paul Peijzel, Josh Hibschman, Juan Benet, David Johnston, Ubiquity Ventures, Richard Sundvall, Lee Redden, Stephen Wilcox, Marinus Kuivenhoven, Michael Krugman, Sam Lutfi ▀▀▀ Directed by Emily Zhang Written by Emily Zhang, Ricky Nathvani, and Derek Muller Edited by Trenton Oliver Illustrated by Jakub Misiek Animated by Fabio Albertelli, Mike Radjabov, David Szakaly, Ivy Tello, and Alondra Vitae Filmed by Derek Muller, Raquel Nuno, and Trenton Oliver Additional research by Gregor Čavlović Produced by Emily Zhang, Han Evans, Gregor Čavlović, and Derek Muller Thumbnail by Ren Hurley Additional video/photos supplied by Getty Images and Pond5 Music from Epidemic Sound
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