the environmentalists refuse to believe it but AI will be the best thing that ever happened to conservation.
the best example right now is deep in the Amazon:
Microsoft trained AI on the Amazon's satellite imagery, camera traps and bioacoustics data to catch illegal logging and mining 24/7
the problem they're solving is brutal.
the Amazon covers 6 million square kilometers across 9 countries, so most illegal mines and logging camps operate where no human will ever walk past.
Colombia alone holds 10% of the forest. even monitoring just that slice used to take the government almost 2 years per report
meaning by the time anyone confirmed illegal activity, the loggers had moved on and the trees were long gone
their answer is Project Guacamaya (macaw in Spanish), built by Microsoft's AI for Good Lab with Planet Labs and a network of Colombian universities
here's how it works:
1. every day, Planet Labs satellites photograph the entire Colombian Amazon in high resolution.
> AI compares each day's images to the day before and flags anything that changed.
> the biggest red flag is a new road, because illegal clearing usually follows the same script: path, then road, then clearing, then mine or farm
2. satellites only see the forest from above, so hidden cameras on the ground photograph whatever moves past.
> one camera can produce 300,000 photos, most of them empty.
> AI deletes the blanks and keeps the shots that actually show animals, people, or vehicles
3. microphones record the forest around the clock while an audio AI tracks the soundscape
> because a forest under stress starts to sound different before it looks different
4. everything the AI flags goes to human researchers, who now only have to review about 10% of what gets collected thanks to AI
the results are already showing up.
spotting illegal clearing dropped from almost 2 years to 2-3 weeks.
and Colombia's government institute for deforestation is building the models into its official reporting
so alerts land with people who can send enforcement teams while the clearing is still happening.
and since the whole system is open source, Peru is adopting it next
hopefully the rest of the Amazonian countries follow suit!
@itsolelehmann Good luck. Not looking very safe from what I saw in news. I know I should not read them but I as well plan to holiday there in the summer for a few days as it’s a great city
$RIO : NEW catalyst ⚡️
RIO is up 134% this week because something big is dropping on May 26
Realio’s RWA Tokenization Studio is finally launching
anyone can bring real assets onchain without building from scratch
eyes on @realio_network as this is big for the RWA space
Retail traders spend 90% of their time playing trying to find a why for every green or red candle.
"CPI was lower," "The Fed is hawkish," "Elon tweeted."
The chart is the only truth.
Human brains are wired to seek causality. We hate uncertainty. Retail traders look for news because it provides a narrative that makes them feel safe or informed.
For every bullish reason you give me, I can give you a bearish counter-reason.
The truth? The news is a lagging indicator of sentiment. By the time the headline hits your screen, the smart money has already positioned themselves based on the levels.
The chart doesn't care about your "why"
Retail tries to explain price action because they want to feel in control. If you can explain it, you think you can predict it.
But institutions don't trade reasons, they trade liquidity. They hunt stops, fill orders, and move price to where the most pain is.
When you look at a chart, you aren't looking at math or economics. You are looking at a graphic representation of mass human psychology.
The candle tells you what happened. The news just tries to justify it after the fact.
The chart isn't lying to you. It shows you exactly where the money is moving in real-time. Everything else, the talking heads on TV, the breaking tweets, is just a distraction.
Wauwda out 🫡