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jacob marlow's avatar

that's some pretty cool stuff, we actually built this satellite (a whole wack of people) https://ottawacitizen.com/news/national/defence-watch/radarsat-constellation-to-track-ships-provide-surveillance-over-arctic-and-other-regions which has the potential to detect rogue ships with their AIS turned off. I suspect you are tapping into this data? https://www.marinetraffic.com/

Oil is so so critical in so many ways watch planet oil part I and II how to overthrow government

https://www.dailymotion.com/video/x2lvzns . https://www.dailymotion.com/video/x2lwbv4 . https://foreignpolicy.com/2017/06/20/64-years-later-cia-finally-releases-details-of-iranian-coup-iran-tehran-oil/ . https://en.wikipedia.org/wiki/Iran%E2%80%93United_States_relations_during_the_George_W._Bush_administration . https://www.aljazeera.com/news/2020/6/29/iran-and-us-president-donald-trump-a-timeline-of-key-events etc... never ending it seems till we ween ourselves off the dirty stuff.

we have been here before and we will do it again for those that control the oil control your every movement those that own the debt own your soul https://www.investopedia.com/articles/investing/081315/opec-vs-us-who-controls-oil-prices.asp I worked in resources for over a decade in satellite technology primarily. Plus defense and national policing etc..stuff I have seen incredible but that's another story.

Now what would be cool to know is how much oil is really left in the middle east? https://www.worldometers.info/oil/ how much has to be pushed out with polymers or with water now as its more costlier to get at as we dig deeper, go way out to sea etc... this guy has some good books on it all https://www.ctvnews.ca/calgary/article/economist-jeff-rubin-offers-a-map-of-the-new-normal/ . https://www.youtube.com/watch?v=r0NwC8vSSeE

what are the throughputs at those wells? https://globalenergymonitor.org/projects/global-oil-gas-extraction-tracker/tracker-map/ that would be hugely beneficial to know. Two things are very critical now how fast they can pump that oil and get to where it is needed as the USA blows through 20 million barrels a day china 15M who will win the oil war? https://www.eia.gov/tools/faqs/faq.php?id=709

Oil up inflation up interest rates up housing dies a huge driver to falsely prop up GDP. Can't print/borrow money nor sell the country off (bonds) now what? https://en.wikipedia.org/wiki/Oil_war . https://advisor.visualcapitalist.com/historical-oil-prices/

People don't realize how many economic elements are tied to oil from the production of goods to the movement of goods and economic variables as well such as inflation. If those oil prices go up most likely food prices and the price of goods are going up too.

The second element of importance is the debt velocity of money, where the heck does money come from anyone? https://www.youtube.com/playlist?list=PLE88E9ICdiphYjJkeeLL2O09eJoC8r7Dc its all debt velocity of money now how fast can you get debt spinning https://www.youtube.com/watch?v=DZMHG8X1QN8 . https://www.youtube.com/watch?v=8etB_ft35gU

Given those two variables - oil production and debt velocity of money could one potentially come up with very good threat prediction models of when an economy will fall apart and fault?

How much oil is being produced how much oil is being consumed and how much money is spinning in the economy as everyone wants to live big now with a mcmansion and 5 trucks in the driveway can that continue? luckily some countries are very very smart in approach now using technology and other alternative energy sources like SMRs etc... https://world-nuclear.org/information-library/nuclear-power-reactors/small-modular-reactors/small-modular-reactor-smr-global-tracker . https://investinginpassion.com/2025/11/04/how-chinas-automation-surge-is-redefining-global-manufacturing/ USA seems to be regressing? back to the 1950s? in some regards... but wants world domination? https://www.whitehouse.gov/releases/2025/09/president-trump-tech-leaders-unite-american-ai-dominance/ . https://www.intereconomics.eu/contents/year/2025/number/2/article/big-tech-and-the-us-digital-military-industrial-complex.html yet the debt mounted enormous how long can that go on till the bar tab comes due? https://www.politico.com/news/2026/02/11/us-debt-forecast-to-hit-64t-in-a-decade-as-trump-policies-widen-deficit-00775726 what's the implications of that? https://www.forbes.com/sites/dougmelville/2026/03/20/as-us-debt-passes-39-trillion-americans-are-paying-900-billion-in-interest-annually/ ouch! as a good consumer nation now buy by emotion not logic anymore.

We need better threat prediction models!!! especially from an 'economics' (meaning home) perspective what is this economy even tied to anymore https://en.wikipedia.org/wiki/Planetary_boundaries and as you add more people to an equation what are the underlying costs to it all. Luckily the population seems to be in the decline https://www.visualcapitalist.com/cp/charted-the-worlds-aging-population-1950-to-2100/ I'm sure some higher power has a kill switch on it all if we get too crazy in our ways https://www.psychologytoday.com/us/blog/evolution-of-the-self/201210/greed-the-ultimate-addiction throw a dictator in the mix https://bigthink.com/neuropsych/dictator-psychology/ to really make a mess of things

Useful and useable AI, what! its all about the data (fusion/aggregation) clean and truthful data eh!

Nick's avatar

I’m chomping at the bit to get my hands on this. My own recreations are not even close! The visualisation is the hardest part for me, but this is just so much better than I ever imagined I’d have access to not so long ago. we live in a data rich world thats for sure

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