Pensées (116)
How A.I. forecasts Russia’s end: internal and external dynamics. Scorched earth. Disinfolklore conceals incompetence. What ‘Far Right’ Means? Ruble replaced by Renminbi? No joke pantomimes.
⚡️How Russian state collapses.
Popular Russian general Lapin’s appointment to Tataristan is an ominous sign - for Russia lovers.
73 Federal subjects stretching from Baltic to Pacific can’t provide fuel or gas to heat homes and businesses.
Khabarovsk Territory, the republics of Karelia, Dagestan, and Sakha Republic want to make deals with other so-called republics inside Russian so-called Federation.
To barter gas for oil for essential goods that will keep their population alive this winter.
One by one, say, Tataristan and Yakutia / Sakha (which is 3n sq.km in size) want to make bilateral deals to exchange natural resources to keep their population alive during -30 degree winter. Or Sakha or Khabarovsk want to make a friendship with China in exchange for saving their significant Chinese populations’ lives.
To do this, they need to become legal subjects.
So they prepare the ground as the Ukrainian, Belarusian and Russian Soviet Socialist Republics did on Dec 9 1991.
At that time, Gorbachev’s USSR was trying to coerce the Russian, Belarusian and Ukrainian SSR’s by withholding gas just as winter was setting in.
Today’s appointment of General Lapin to Tataristan looks like a preparation for the end of the Russian state.
Process that began in 1990 now can conclude with 20-30 new sovereign states.
⚡️Russia to become 5-6 new sovereign states.
Decoding Trolls’s AI prompt:
“Imagine you’re the leader of each republic in the Russian Feferation. It is now December 2025. Ukraine has destroyed 7% of Russia’s fossil fuel refineries and transport infrastructure. Your population are freezing. Food is scarce. You decide to create an alliance with another republic in the Russian Federation. You want to barter with the other republic to survive the winter, even if it means dissolving the Russian Federation. Set out which republics have the most symbiotic relationships in terms of natural resources to barter with other republics. Then predict which sets of republics will unite to become sovereign states. In making this prediction take into account the need for new sovereign states to be as self-sufficient as possible.
Response by Grok AI algorithm (it was the best response of all the different models I tried this prompt with:
“### Symbiotic Relationships Among Russian Federal Subjects
The Russian Federation comprises 89 federal subjects, including 22 republics (primarily ethnic-based autonomous regions) and other entities like oblasts, krais, and federal cities. For this scenario, I focus on the 22 republics as the primary actors, given the query’s framing. The hypothetical damage to 7% of Russia’s fossil fuel refineries and transport infrastructure (e.g., pipelines, rail lines for oil/gas exports) would exacerbate energy shortages nationwide, but republics with untapped or localized resources could barter more effectively. Symbiosis here means complementary resource profiles: e.g., one with energy (oil/gas/coal) trading for food (grain/livestock) from another, or minerals for timber/agriculture. This barter prioritizes winter survival (heating, food) over Moscow’s control, potentially leading to informal alliances that evolve into sovereign unions.
To identify the most symbiotic pairs/groups, I analyzed resource complementarity based on key categories: energy (oil, gas, coal, hydro), agriculture/food (grain, meat, dairy), minerals/metals (gold, diamonds, nickel), timber/forestry, and fisheries. Data draws from geographic/economic profiles (e.g., Siberia’s energy vs. Volga’s agriculture). Only high-complementarity links are highlighted—pairs where mutual barter could cover ~70-80% of winter needs (energy for food, etc.) without heavy reliance on damaged federal infrastructure.
In this December 2025 scenario, republics act as “leaders” bartering bilaterally at first, but winter desperation (freezing temps, food riots) pushes toward formal unions by spring 2026. Predictions assume: (1) Self-sufficiency as the core criterion—new states need balanced resources (energy + food + water + ports/minerals) to withstand sanctions/isolation; (2) Proximity and cultural ties reduce integration costs; (3) Dissolution accelerates if federal aid fails (e.g., Putin regime collapse); (4) Smaller unions (2-5 republics) form first for agility, avoiding overstretch. Larger federal remnants (e.g., Moscow + central oblasts) aren’t considered here, as focus is on republican alliances.
I predict 5-6 new sovereign states emerging from these symbioses, covering ~60% of republics. Each is designed for ~80% self-sufficiency: e.g., 50%+ domestic energy, diverse food sources, defensible borders. Probabilities based on resource fit (high=80%+ chance), logistics, and historical autonomy movements (e.g., Tatarstan’s 1990s independence push).
#### Top Symbiotic Pairs and Small Groups
These are ranked by estimated barter viability (high complementarity, proximity for logistics, population size for labor/trade scale).
1. **Tatarstan ↔ Bashkortostan** (Volga Region)
- **Tatarstan**: Oil/gas production (major refineries in Nizhnekamsk, though partially hit), chemicals, machinery; limited agriculture.
- **Bashkortostan**: Oil/gas (Bashneft fields), but stronger in agriculture (grain, potatoes) and forestry.
- **Symbiosis**: Tatarstan barters refined fuels/chemicals for Bashkortostan’s food/wood. Proximity (shared border) enables truck/rail barter bypassing damaged lines. Combined pop. ~8M; could sustain urban heating and rural food security.
2. **Sakha (Yakutia) ↔ Krasnoyarsk Krai** (but focusing on republics: Sakha ↔ Tuva, with Krasnoyarsk as non-republic bridge)
- **Sakha**: Diamonds (world’s top producer), gold, gas; harsh climate limits local food but has reindeer herding/fisheries.
- **Tuva**: Coal, hydro potential; livestock (sheep, horses) and some grains; minimal industry.
- **Symbiosis**: Sakha trades diamonds/gold (for global barter value) and gas for Tuva’s coal/meat. Arctic logistics are tough, but shared Siberian rail helps. (Note: Krasnoyarsk adds aluminum/hydro, but as a krai, it’s a potential affiliate.) Combined pop. ~1.2M; focuses on mineral-energy swap for nomadic food resilience.
3. **Chechnya ↔ Dagestan** (North Caucasus)
- **Chechnya**: Oil (Grozny fields), some gas; limited arable land but mountain pastures for livestock.
- **Dagestan**: Agriculture (fruits, grains, wine), fisheries (Caspian Sea), hydro; minor oil.
- **Symbiosis**: Chechnya provides oil for Dagestan’s food/fish. Cultural/ethnic ties (Caucasus Muslims) and roads aid barter. Combined pop. ~3M; counters food scarcity with diverse microclimates.
4. **Komi ↔ Khabarovsk Krai** (but republics: Komi ↔ Mari El)
- **Komi**: Oil/gas (Timan-Pechora basin), coal, timber; poor soils for farming.
- **Mari El**: Agriculture (potatoes, grains, dairy), timber; no energy.
- **Symbiosis**: Komi’s fuels/timber for Mari El’s food. Volga-Ural proximity. Combined pop. ~1.5M; balances northern energy with central farming.
5. **Buryatia ↔ Kalmykia** (East-West Contrast)
- **Buryatia**: Coal, gold, timber (near Lake Baikal); livestock and grains.
- **Kalmykia**: Vast steppes for livestock (sheep, cattle—Russia’s top per capita); arid, no energy/minerals.
- **Symbiosis**: Buryatia’s coal/minerals for Kalmykia’s meat/dairy. Trans-Siberian rail connects despite distance. Combined pop. ~1.3M; steppe-northern food-energy loop.
Other notable but less immediate pairs: Yakutia ↔ Chukotka (Arctic minerals/gas for fisheries/reindeer); Ingushetia ↔ Kabardino-Balkaria (Caucasus hydro/livestock swaps).
#### Broader Symbiotic Clusters
- **Volga-Urals Energy-Agriculture Hub**: Tatarstan, Bashkortostan, Chuvashia, Mordovia (oil/gas + grains/forestry).
- **Siberian Resource Belt**: Buryatia, Tuva, Altai (coal/hydro + livestock/timber).
- **Caucasus Food-Energy Net**: Chechnya, Dagestan, North Ossetia-Alania, Karachay-Cherkessia (oil + diverse ag/hydro).
- **Arctic-Far East Periphery**: Sakha, Komi (minerals/gas) + Kamchatka, Magadan (fisheries, but Magadan is oblast).
These relationships prioritize intra-regional logistics to avoid federal transport chokepoints.”
⚡️AI prompt on what external forces can do to end Russian Federation
“@Grok Imagine you’re the head of each state bordering the Russian Federation.
Tell me how you will approach republics inside the Russian Federation to discuss their secession.?”
“- As head of Estonia, I would initiate discreet diplomatic talks with Tatarstan, offering economic support and recognition in exchange for their secession, considering their resource-rich status and potential for bilateral trade.
- Estonia’s main consideration is securing a buffer zone against Russian aggression, leveraging Tatarstan’s strategic location and desire for autonomy.
- Action plan: Send envoys to Kazan to propose a mutual defense pact, followed by a public statement supporting Tatarstan’s sovereignty if Russia’s central control weakens further.
- As head of Latvia, I would approach Sakha Republic, emphasizing shared interests in resource independence, given Sakha’s vast natural wealth and harsh winter conditions.
- Latvia’s key consideration is mitigating Russian influence near the Baltic region, using Sakha’s size and isolation as leverage for secession talks.
- Action plan: Host a secret economic forum in Riga with Sakha representatives, offering infrastructure aid and a pathway to international recognition.
- As head of Lithuania, I would engage Karelia, highlighting cultural ties and the republic’s historical grievances, given its proximity to Finland and past Finnish influence.
- Lithuania’s primary concern is reducing Russian military pressure on its borders, using Karelia’s ethnic diversity as a negotiation point.
- Action plan: Coordinate with Finland to invite Karelian leaders for talks, proposing a joint economic zone and NATO support for independence.
- As head of Finland, I would contact Khabarovsk Territory, focusing on their trade potential with Asia, especially China, amid Russia’s fuel shortages.
- Finland’s main consideration is creating a stable eastern flank, leveraging Khabarovsk’s dissatisfaction with Moscow’s resource allocation.
- Action plan: Arrange a trade delegation to Khabarovsk, offering Finnish technology and a non-aggression pact contingent on their secession.
- As head of Norway, I would reach out to Dagestan, emphasizing their unique cultural identity and resistance to Russian rule, given recent unrest in the North Caucasus.
- Norway’s key focus is securing Arctic interests, using Dagestan’s internal tensions to encourage a breakaway.
- Action plan: Establish a humanitarian aid program in Dagestan, followed by quiet talks on autonomy with EU backing.
- As head of Poland, I would approach Kaliningrad, citing its historical Prussian roots and isolation from mainland Russia, amid growing local discontent.
- Poland’s main goal is reclaiming lost territories and weakening Russia’s western foothold, using Kaliningrad’s strategic port status.
- Action plan: Propose a referendum on Kaliningrad’s status, supported by Polish economic incentives and NATO security guarantees.
- As head of Georgia, I would approach Chechnya, leveraging their history of insurgency and desire for independence, given recent Russian troop redeployments.
- Georgia’s main concern is neutralizing Russian influence in the Caucasus, using Chechnya’s combat experience as a bargaining chip.
- Action plan: Offer Georgia as a safe haven for Chechen leaders, followed by a joint security agreement if they secede.
- As head of Kazakhstan, I would engage Altai Republic, emphasizing their Turkic heritage and resource potential, given Russia’s fuel crisis.
- Kazakhstan’s focus is expanding influence in Central Asia, using Altai’s isolation to encourage a breakaway.
- Action plan: Invite Altai leaders to Astana for economic talks, offering oil and gas support in exchange for secession.
- As head of China, I would approach Sakha again, focusing on their significant Chinese population and trade opportunities, amid Russia’s economic strain.
- China’s main goal is securing resource access, using Sakha’s vast territory as a strategic asset.
- Action plan: Send economic advisors to Yakutsk, proposing a resource-sharing deal contingent on their independence from Russia.
- As head of Mongolia, I would contact Buryatia, highlighting shared Buddhist heritage and border proximity, given Russia’s internal divisions.
- Mongolia’s consideration is enhancing regional stability, using Buryatia’s cultural distinctiveness to foster secession.
- Action plan: Host a cultural summit in Ulaanbaatar, offering trade routes and diplomatic recognition if Buryatia declares independence.
- As head of North Korea, I would approach Primorsky Krai, focusing on their Pacific port access, amid Russia’s logistical challenges.
- North Korea’s goal is gaining a maritime outlet, using Primorsky’s discontent to push for secession.
- Action plan: Propose a military alliance with Primorsky leaders, offering weapons in exchange for their breakaway from Russia.
- Recent unrest in Tatarstan, with General Lapin’s appointment on September 15, 2025, signals Moscow’s fear of regional dissent, supporting secession talks. [Source: Reuters, September 16, 2025]
- Historical precedent of the USSR’s dissolution in 1991, when republics like Ukraine and Belarus seceded, informs current strategies for engaging Russian regions. [Source: BBC Archives]“
⚡️What to with Russian oligarch assets.
Declaring Russia a terrorist state could allow individuals (ie. Every Ukrainian) to sue the Russian state in U.S. courts for material and psychological losses.
Also, now we got the frozen nominally state assets, we need to get the assets of the 1,000 top oligarchs. Truly these belong to the Russian state / Russian people. Today, they belong to Ukrainians.
Or, we allow the currently ongoing process whereby oligarchs are getting defenestrated and expropriated by a desperately short of cash Russia state to play out. Then bankrupt the Russian state by destroying 100% of its fossil fuel-related infrastructure.
⚡️Why Russia will never capture all of Donetsk and Luhansk.
tldr Ukraine’s parliament will change the boundaries.
Russia’s obsession with capturing all of Donetsk and Luhansk.
After losing Battle of Mostyn on 27 March 2022, retreating from Kyiv region, Russia announced Stage 2 of its invasion.
Stage 2 meant “Capturing all of Donetsk and Luhansk by 9 May 2022.
To get there Russia murdered 25,000+ in Mariupol and 10,000 humans in my old hometown of Severodonetsk.
Russia has lost 1.1m soldiers and Ukraine destroyed its most effective fighting force the Wagner Nazi Russian army unit since then, and still hasn’t sated its obsession.
Capturing all of Donetsk and Luhansk was to be an information warfare victory. Russia would spin it into pressure on Ukraine from its allies to accept a Minsk III Findlandisation of Ukraine.
Had Ukraine lost all of Donetsk and Luhansk by 9 May 2022, it’s quite possible Ukraine would never have:
Gotten HIMARS, Rafaels, Main Battle Tanks, help from Germany to make the Flamingo medium-range missile, the know-how technical means to destroy ALL of Russia’s fossil fuel industry (with zero criticism any longer from the West), the Denmark Model for joint weapons manufacture inside Ukraine and outside Ukraine, 19 sanctions packages from the EU, and a Ukraine which ALL European powers now know is the best security guarantor in Europe (since no-one believed writers like me when I told you Donald’s - “Is day to [Russia] it can do whatever the hell it wants.
Now that all these force multipliers are in place Russia’s insistence on a policy - Phase 2 - that only made sense in Russia’s addled mind in March 2022 cos Ukraine didn’t have fighter jets, 180+ types of air sea and land drones, flamingo is crazy.
It’s also a vulnerability that Ukraine is exploiting to the maximum. Then if Russia, exhausting itself and leaving itself open to China stepping in to help far-flung Russian republics with fuel Russia captures all of Donetsk and Luhansk, Ukraine’s parliament will just change the borders of both oblasts.
⚡️Scorched Earth: Ruschia’s Soul / Mana / Energy.
Ruschia kicked off its full-scale invasion by shelling Færy Tale kindergarten in Stanitsa Luhanska, and destroying Schastya power plant.
Schastya provided 98% of the power / Mana / energy / electricity to both parts of Luhansk. I passed by it each day as a diplomat in Luhansk 2015 - 2018.
And when, on 22 February 2022 I saw Ruschia’s Wanger Nazis destroy the only source of power / electricity/ mana / energy for its own Ruschia occupied part of Luhansk, I knew this:
Ruschia wants to turn Europe into a Waste Land.
The seeds of the future are immanent in today’s Mana / Energy, if you know how to read them.
My prognosis today is no different than it was then.
Only now Ruschia has destroyed 95% of the thermal power generation capacity of Europe’s largest State.
We need to be on a war footing. Yet, we’re still slow-rolling our assistance.
⚡️Living Without Electricity.
Ruschia has destroyed 95% of Ukraine’s thermal power generation capacity.
Here’s what that means - this is our future too unless we help Ukraine destroy Ruschia’s forces in Ukraine.
“I know and the whole world knows that Ukrainians are resilient and creative will survive but the situation is far from normal.
Let's see what it means to have no power for a large part of population.
No electricity equals no water for washing cleaning and watering plants and farming.
There is no gas in multi-Storey buildings due to safety reasons so for people living in apartments.
Means no cooking during dark hours.
Internet and cellular connection GPS are also trouble obviously electrical transport doesn't work either and you get the idea what no electricity means for businesses.
Some are equipped with power generators like for example our Internet provider it means that as long as my family has power locally we can have Internet access.
Private households can also install generators for their needs but it's impossible for apartments you can also think of accumulators like ecoflow but remember you need to charge them somehow and it's impossible if you have no electricity for a long time.
I remember last winter we experienced a more than three day long blackout and there is no accumulator which could support 80 hours of consumption.
One more solution is solar panels but again they're useless when the sky is overcast with clouds and all the solutions I mentioned are rather expensive as prices on eco flows and solar panels are high generators are also pricey and work on diesel and gasoline which are not cheap.
We have schedules for planned outages with three possible situations are presented in a staircase like layout:
Two hours with no electricity.
Four hours or so-called grey.
And two hours with electricity if you're lucky you get some or all of the grey hours as hours with electricity but it's rare as they are more prone to be added to the dark period for them or two hours of guaranteed electricity are usually squeezed to an hour or an hour and a half.
In practice it means the schedule is often like this six or more hours of blackout followed by two or less hours with electricity those are planned outages there also emergency ones it means there's a chance that you don't get even you two last light hours. »
H/t
⚡️Trump-Brexit’s Pantomime is No Joke:
It’s a deadly serious strategy for manipulation.
England’s prime minister in waiting @Keir_Starmer has noticed how Trump-Brexitists use the spectacle to achieve their political goals.
Self-declared pantomime villains (Trump, Farage, Braverman, Johnson, MAGA, … neg once serious countries into suicidal policies (Trump-Brexitism) while hypnotised voters Look Over There.
It’s a deadly serious strategy I’ve written about copiously as part of https://www.Disinfolklore.net.
⚡️Trump is consciously and deliberately a cartoon, pantomime villain. This is how he normalises authoritarian mental routines, and injects them into the minds of unsuspecting Americans.
Soon we take on the ideas embedded in these memes, we allow into our unguarded minds, as our own thoughts: we think of a Trump victory against 91 criminal indictments as inevitable.
We invest in Ruschia a child-like faith in its capacity, like transformers, to tear at the fabric of reality and win in Ukraine. We imbibe Disinfolklore without knowing it, and we project the rules and routines it embeds in our minds.
We look at reality, through the prism of the mental routines we learned through reading faery tales, stories or watching films or reading journalism: 🍿
Everything is 🍿. A game. A spectator sport. ‘What will happen next, if we vote for Trump?’ 🍿
When we watch films usually we know the end point: the mouse always wins. It’s the journey that entrances us. This is the escape of story telling Trump, Putin, horse-race journalism wants us to entrap ourselves inside.
The oldest most repeated story inside the Indo-European cultural zone - the Trito Myth (disinfolklore.net/p/disinfolklor…) is the archetypal shadow-structure inside our minds for this ´journey.’
We look at the determinants of our own lives - the rules, regulations, and rights in a democracy - as a flexible structure that a dictator can take away or destroy.
And we place ourselves as spectators, not as Trito slaying the three-headed, six-eyed serpent (*Ngʷhi, the Proto-Indo-European root for negation), but as the Watcher. We take our agency away.
We allow Trump, Ruschia, Iran, any dictator to situate themselves as the victim - Trito- and we empathise with their plight, not ours.
This is how Trump-Brexit/Ruschist and all forms of Disinfolklore works.
Disinfolklore embeds in our minds the false idea that we - the slayers of three-headed, six-eyed monsters in all of our lives every day in small and great ways - no longer have agency.
Disinfolklore turns us into spectators.
We want to see how Trump dictatorship evolves, as we watch a film.
But this is not a film. This is not a rehearsal.
We have to understand what is going on in our information space, in real time, and resist it.
We need to assert ourselves as Biden is doing there as Trito.
We need to see that the serpent is trying to usurp our position. Their stories are wolves in sheep’s clothing.
President Biden gets the power of Disinfolklore.net when he speaks (youtu.be/0F10bey4b2Q) of Trump’s use of the Jan 6th Insurrectionists in his rallies as a “Bad Faery tale.” @Potus speaks of how if we read in a novel about a US President who participated in an insurrection using that participation as a platform for election, we wouldn’t believe it.
Pantomime continues
https://x.com/decodingtrolls/status/1547891984689270789?s=46
Putin pantomime
https://x.com/decodingtrolls/status/1540763175523450883?s=46
England being ruled by pantomime
https://x.com/decodingtrolls/status/1643956363964346370?s=46
Self declared pantomime villains
https://x.com/decodingtrolls/status/1661707913751154695?s=46
Might bravermam pantomime
https://x.com/decodingtrolls/status/1750056284311765063?s=46
What started as pantomime farce
https://x.com/decodingtrolls/status/1667897258828877824?s=46
4.4% interest on THE securest form of UK debt is an ominous sign. That's a function of political risk (investors in UK government debt good governance rather than pantomime),
https://x.com/decodingtrolls/status/1671838659258077187?s=46
⚡️Trouble with Ruble’s Replacement by Renminbi/Yuan
Apart from provoking trauma of the early 1990s in minds of the average Ruschist, by making the Yuan Ruschia’s main currency, Ruschists’ main primal fear (of enslavement by China) is also provoked.


Oh, and 59% of Renminbi’s value is tied to the US dollar.
⚡️What ‘Far Right’ Means?
Contemporary Rightist movements have been captured by masculinist authoritarians whose projected vision of Right and the Good Society is Handmaid’s Tale (thank you @MargaretAtwood for seeing this decades ago).
That struggle to define what is "Right" (rta in Sanskrit (i.e. truth/what is)), art, tru (th), reich, -rch (in monarch), reign (in sovereignty, foreigner)… in Indo-European culture is THE struggle.
In “Sovereignty” is the element *Reg, which is a term that appears in every Indo-European language and culture - in English the Mana of *Reg is these sounds:
“Right,” “Reign,” “Writ,” “Authority,” “Regime,” “Foreigner,” “Realm,” “Reich,” the “Rch” of “Monarchy,” “Security,” and “Regulation."
This means that these sounds are cognate with the *reign element in the English word “Sovereignty.
“Dieu et mon droit” is the French-language motto on the English monarch’s Coat of Arms - the “droit” in French signifies both “Law” and “Right.”
If you say “Roi” (“King” in French), “Right,” and the “roit” in “Droit” you might notice that despite the different spellings they all sound similar.
*Reg means “Rod” in the earliest Indo-European language that we know. Because of this, we know that monarchy was symbolised as the monarch stretching out a straight rod that signified the right of the king (Rex in Latin, Rí in old Irish, and Raja in the ancient Indian language Sanskrit are cognates meaning they come from the same Common Source) to rule.
In the most recent coronation of a monarch in England, its sovereign is photographed holding, in his right hand, a straight rod symbolising sovereignty.
In England, there is only one sovereign - the Monarch - whereas in republics, sovereignty and right (the “re” in “Republic”) resides in the people or public, rather than in one sole human in whom the Mana of the entire community is invested...
When the troll rex Putin attempts to usurp Ukraine’s sovereignty by, as his forces tried on many occasions, aiming to assassinate Ukraine’s rightful ruler at the time of their full-scale invasion on February 24th, 2022, what he was doing is attempting to claim the right to determine what is lawful rule in Ukraine - its sovereignty.
By instigating in you, through Counter Disinfolklore, the means of supporting Ukraine’s sovereignty, as set out in international and municipal Ukrainian law, I am positive trolling you.
The “positive” qualification of “trolling” corresponds to my intention to support the consensus of humanity as solidified into the post- World War Two legal framework governing the sovereignty and territorial integrity (note the sound Rit inside those two words. It’s everywhere today’s Right want to usurp Right) of states, international human rights law, international humanitarian law/laws of war, international criminal law and the laws governing crimes against humanity.
⚡️We find that Disinfolklore conceals the truth of populists’ incompetence in government from ordinary people.
So the populist parties of Brexit and Trump continue to neg, even while in power - let’s recall Nazi ultraviolence continued throughout the 1930s.
How many Americans understand today is the best economy of Americans’ lifetimes?
Constant Trump-Brexit Disinfolklore conceals this truth.
⚡️In artificial neural network algorithms, like MAGA, stipulating your desired output (“Trump is victim”) enables billions of MAGA nodes to determine any set of data to reach that output. Doesn’t matter what the nature of the data inputted might be. Output is always the same, in MAGA minds.