Juan Pablo Rodado

Colombian agro-entrepreneur. Currently exploring solutions that help transition and scale-up regenerative agricultural systems within ecological boundaries.

[fintex @_yusufknl]

As someone who ships LLM systems in production, this scaling video is the closest thing to a "why 96% of Claude and GPT-5's weights are literally useless" explainer I've ever seen released for free.

Everyone thinks trillion-parameter models need every parameter. They don't. A 2019 pruning experiment proved you can delete 96% of a neural net's weights with zero performance loss - meaning most of Claude and GPT-5 is empty scaffolding around a tiny "winning lottery ticket" network doing all the real work.

Bookmark this 18-min video and watch tonight. Same lottery ticket math from 2019 MIT research, now the reason every AI lab wastes 90%+ of its Nvidia budget.

[UN Environment Programme @UNEP]

A new UNEP report shows that fixing the planet is possible — if we transform how we power our economies, produce and consume food, manage waste, and protect nature.

These shifts could unlock up to US$100 trillion in benefits every year.

Explore more: https://t.co/SmsjQ9JQFu

[Wall Street Apes @WallStreetApes]

American Universities show a massive die-off of Honeybees in the United States

- 60% to 80% colony loss in the US through 2025
- Wild bees show a 30-96% decline in species, including Honeybees (96% WOW)

This woman went to Cornell and got a Masters in Beekeeping, she explains why

“Well, the bees are dying. They were claiming catastrophic historic losses. This last year, 60 to 80% of all bees, all honeybees in the US just dead. They're gone. Cornell University.

They have a hunch. Their hunch is that it's neonicotinoids and pesticides in monocrop farming. Well, I'm here to tell you I don't have a hunch. I know. I know what it is.

I went to Cornell University to get my master beekeepers. My final paper was on neonicotinoid.

Neonicotinoid is a type of pesticide that is extreme. It makes it extremely effective. It lives systemically in the plant, and if you have a plant with really dense tissue, like a tree, like a tree trunk, it holds onto that poison for years. So if you're spraying your tree every year, it's getting more and more potent to the point where when it blossoms in the spring, if a honeybee was to feed off of that nectar, it could disorient and not even make it back to the hive, or it could just drop dead on the flower.

Neonicotinoids are used in lawn sprays. If you ever have anyone knocking at your door and wanting to spray your lawn saying, oh, we don't spray the flowers, we don't. It's all affecting everything.

It gets in the groundwater when the farmers spray their crops. And this is one of the main reasons that the monarch butterfly migration is depleting. It's because of these new nicotinoids. But of course, it's super effective, so people are going to be using it. You have a green lawn, you have beautiful trees, like, why not use it? And the more you use it, the more your plant or your grass are dependent on it. If you stop using it, it's going to look worse than it did before.

So quit spraying your grass, quit spraying your trees. Find alternative ways to do it. And if you have to, if you absolutely have, use some sort of pesticide, don't use a neonicotinoid.

And it's hidden under these names.

- imidacloprid
- acetamiprid
- thiacloprid
- dinotefuran
- nitenpyram
- thiamethoxam
- clothianidin

So remember these names. Turn around your bottle, see if anything there is listed in what you're using, quit using it.”

[Jimi.tgn @JimiCohen]

WE DID IT!!! 🌳 I broke the world record for Most Trees Planted in 24 Hours & have been dubbed the Tree Planting World Champion!! 🎉

It was a STRUGGLE, but so worth it!

Check out the 🧵to learn about the to 6 challenges & find out the final number planted👇

[Solid World @solidworldhq]

Interesting thread here from Alex about emerging theories about #ReFi. What do you think?

[ReFi Podcast @ReFiPodcast]

Join in for a discussion on the power of Web3 to preserve land! #climate #crypto
A stellar panel comprising
@GijsSpoor from @RegenFdn ,
Djiogo from @agroforestDAO,
@EnzoManzonepe from @ekonavi_com and
@KokonutNetwork
https://t.co/3a4kUkpqwd
0/

[Juan Pablo Rodado @jprodado]

Recession cheat sheet https://t.co/QvpfT1sQe3 via @politico

[Juan Pablo Rodado @jprodado]

The effect of FED raising its benchmark interest rate is showing, will the crypto market rebound in July? https://t.co/k5f3cpAMJG

[MetaMedia @MetaMediaDAO]

Squeezing into a covid-cancelled slot, @jprodado, @offchaincity, @goncalomaria20 & @0xNelconnect will be talking about Portugal as an opportunity for building a Solarpunk Crypto Mecca 😱
https://t.co/Zv1FqpziCV

[Juan Pablo Rodado @jprodado]

On my 2022 wishlist: Verified regenerative agriculture outcomes https://t.co/IfJjoHgIok via @GreenBiz @_TheresaLieb

[Juan Pablo Rodado @jprodado]

I just subscribed to villa villa — newsletter https://t.co/GvRLvGpVNL

[MinAmbiente Colombia @MinAmbienteCo]

La Ciénaga Grande de Santa Marta es la laguna costera más grande y productiva del país con 45.000 hectáreas. Por eso, con proyecto @theGEF ejecutaremos convenios de manejo y conservación de ríos Fundación y Aracataca con sectores productivos e instituciones. #CuentaTuAmbiente

[Diana Montoya Maya @DianaMontoya]

Reimaginemos, recuperemos, restauremos @svilardyq @ParquesComoVan 💚 https://t.co/lncrEcVITz

[Eduardo Del Valle @edelvallemora]

#EstoSeResuelveCon

Autoridad frente a bloqueos

Diálogo y concertación ante protesta social

Incremento en inversión social y recorte burocrático

Penas para fuerza pública que excedió su fuerza, lo mismo para vándalos

Declaratoria de no violencia colectiva

[Santiago Valenzuela @santiagov72]

El año pasado, durante la pandemia, tres periodistas comenzamos a investigar sobre las raíces de la deforestación en la Amazonia y el incremento de este fenómeno durante 2020. Un trabajo de @ELTIEMPO y el @CentroOds https://t.co/C6DmeHjfy1 Abro 🧵

[Juan Pablo Rodado @jprodado]

@mattelle jajaja nada, es lo único que sale de Autolab.

[Juan Pablo Rodado @jprodado]

@mattelle #paquecrean

[Juan Pablo Rodado @jprodado]

@mattelle Hola, quiero seguirlos en Twitter y no los encuentro! Cómo hago? Gracias!!