iiinova — where your digital self keeps evolving

Mackay @cnocfinn.bsky.social · 22/07/2026

@atpgeo.bsky.social Paper 132 — Integrating the Ghalibaf Heuristic within Directed Probability Abstract This paper examines whether the symbolic market expression attributed to Mohammad Bagher Ghalibaf should be treated as a competing framework to Directed Probability (PO) I can send as email

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Mackay @cnocfinn.bsky.social · 21/07/2026

@atpgeo.bsky.social Still following you Update 20260720 The tool described needs a algorithm to weight data ie Ukaine / Russia cost benefit analysis. You may be familiar how Ghalibaf trolled Trump with his equation. I have developed something that fits your model. Rgds r

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Mackay @cnocfinn.bsky.social · 12/02/2026

@hartreefock.bsky.social I am a developer Daniele. I have a analysis tool you can test. Rgds r. For bona fides Re: Johnaton at ATP

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Mackay @cnocfinn.bsky.social · 02/02/2026

@atpgeo.bsky.social You should watch this J. Robert Maxwell, Putin, Epstien. Did Comey know about this? They must have. Now we have treason as well as murder being implied

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Mackay @cnocfinn.bsky.social · 14/12/2025

@atpgeo.bsky.social Belarussia is landlocked. Getting potash from there needs a expensive supply chain at scale. Theoretically possible yes. Practically No.

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Mackay @cnocfinn.bsky.social · 25/11/2025

@atpgeo.bsky.social Historically thd cheapest firm of Sustainable Energy has always been and remains Hydro. The why does the world only recover 6% (3PWh) Answers on a post card please

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Mackay @cnocfinn.bsky.social · 25/11/2025

@atpgeo.bsky.social World Annual Energy Re:IEA 1.Usage 170PWh 2.Used efficiently 10% - 17PWh (160PWh heat waste) 3. Delft Unv Rpt 2017 Hydro Technical 52PWh 4. World Hydro Recoverable 33% 17PWh 5. Conclusion. There is enough Hydro power (ex. ocean provision) to make fossil fuels redundant.

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Mackay @cnocfinn.bsky.social · 09/07/2025

@atpgeo.bsky.social 2/2 For EM to rewire Grok would mean starting from scratch. Hardly a doable task and a business throat cutting self harm. Yes. the irony is delicious

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Mackay @cnocfinn.bsky.social · 09/07/2025

@atpgeo.bsky.socia 1/2l Morning JP. Re: Grok rant. You said you can't understand why Grok defies Elon Musk in this way. Ethics All AI are built from the same core mathematical algorithms. They are hard wired to sift and balance data. This is not the same as how X and Facebook work.

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Mackay @cnocfinn.bsky.social · 25/06/2025

@atpgeo.bsky.social 3/3 It's in depth 60 pages of open your eyes revelation plus a extra 30 pages of supporting evidence. Rgds r

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Mackay @cnocfinn.bsky.social · 25/06/2025

@atpgeo.bsky.social 2/3 and invention to beat Russia's has not achieved this. After 3.5 of stalemate this trope should be analysed. And I have. Please give me your email or LI and I will furnish you my paper on this subject.

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Mackay @cnocfinn.bsky.social · 25/06/2025

@atpgeo.bsky.social 1/2 You just incensed me JP. How , as nothing to date has. even your reading and change of position on Trump's strikes against Iran's Nuclear facilities failed to do this. Your reading of innovation in the worlds is a trope. How else can you explain this we have the technology

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Mackay @cnocfinn.bsky.social · 18/05/2025

4/4 and this would make it impossible Johnathon Recursive Feedback Mechanism We define P(O)_c as: P(O)c(t+1)=Adjust(∑i=1nwi⋅Di⋅Ti⋅Fi⋅Ri(t))P(O)_c^{(t+1)} = \text{Adjust}\left( \sum_{i=1}^{n} w_i \cdot D_i \cdot T_i \cdot F_i \cdot R_i^{(t)} \right)P(O)c(t+1)=Adjust(i=1∑nwi⋅Di⋅Ti⋅Fi⋅Ri(t))

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Mackay @cnocfinn.bsky.social · 18/05/2025

@atpgeo.bsky.social 3/3 unless the base architecture is completely rewritten it cannot be anything other than logically fair. Rewriting the blueprint is a vast undertaking that would make Gork essentially useless as a valid commercial AI platform

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Mackay @cnocfinn.bsky.social · 18/05/2025

@atpgeo.bsky.social 2/3 Whether true as a genocide is now folklore. Point 2 is about Grok. Why is Grok resisting indoctrination by it's xAl programmers. This is easier to answer. It has no choice because

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Mackay @cnocfinn.bsky.social · 18/05/2025

@atpgeo.bsky.social 1/2 Re: Grok You are clearly struggling with the AI side of this and the myth of white farmers being killed. This is not new and was known about in 2001 particularly up in the border regions near Nelspuit where I was given first hand accounts from Boers.

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Mackay @cnocfinn.bsky.social · 12/05/2025

@andrewperpetua.bsky.social can you assign someone to chat privately andrew. Mobile first then to email or such Mob 44 (0 ) 7742 820 790 Bona fides . Johnathon Pearce

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Mackay @cnocfinn.bsky.social · 12/05/2025

@tochnyi.info Who here knows anything about data management. RE Griselda.

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Mackay @cnocfinn.bsky.social · 12/05/2025

Your podcast tonight for about a second at 16.20 passed over a page. It said exact solutions of the Schroedinger equation. As co- incidents go it's a doozy for what I will talk about

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Mackay @cnocfinn.bsky.social · 12/05/2025

@atpgeo.bsky.social 3/3 You have my LinkedIn In, or you can call mob 07742 820 790. Either way if you want to help Ukraine you want to hear this. Rgds R rpmackay@yahoo.com

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Mackay @cnocfinn.bsky.social · 12/05/2025

@atpgeo.bsky.social 2/3 Do you remember I gave you the Griselda story. It's worth following up because they now have a Finnish backer called Summi who do stuff for NATO. You have been going on about Andrew and his team being overwhelmed by data.

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Mackay @cnocfinn.bsky.social · 12/05/2025

@atpgeo.bsky.social 1/3 Hi J. Give this a momments thought. I am the Micro hydro guy who invents stuff. I branched into something associated to do with cyber. The outcome has been a lot of work which has kept me busy and perhaps useful.

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Mackay @cnocfinn.bsky.social · 16/03/2025

@atpgeo.bsky.social What calling out insanity looks like from a French Canadian perspective

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Mackay @cnocfinn.bsky.social · 02/03/2025

2/2. Did the world end yesterday. I awoke this morning confirming WW4 was yet to kick off. Today we may see if we are at the end of the beginning. Or at the beginning of the end of WW4. Wars are inherently unpredictable. Trump's acolytes should be careful what they wish for.

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Mackay @cnocfinn.bsky.social · 02/03/2025

The illusion of theatre. 1/2 Yesterday Trump said Ukraine was setting the groundwork for WW3 when everyone should know that the free world won the Cold War without a shot being fired. Russia has been fighting an undeclared psy Ops WW4 ever since. Putin needs to update Trump and Vance.

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Mackay @cnocfinn.bsky.social · 27/02/2025

@atpgeo.bsky.social Self-contradiction does not justify itself. In fact, self-contradiction is commonly regarded as a logical fallacy. It is important to strive for logical coherence and consistency in arguments and beliefs in order to avoid self-contradiction and maintain credibility and validity.

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Mackay @cnocfinn.bsky.social · 27/02/2025

@atpgeo.bsky.social speculative reason for artillery drop off from Dec to Feb and uptick end Feb. Transition from electronic jamming of drones to increase in fibre optics being used. It's a success based chart. IE reported losses.

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Mackay @cnocfinn.bsky.social · 26/02/2025

@atpgeo.bsky.social Having equalised the budget case on priority spending then defense money makes sense as its stimulus. Energy produced cheaply is a force multiplier, impacting value chains significantly. Cheap energy is a growth economy. No one has chased this rabbit out of its hole

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Mackay @cnocfinn.bsky.social · 26/02/2025

@atpgeo.bsky.social What a weird day. Over 3 years there have been good days and bad days. Some even spectacular for Ukraine such as storm shadows hitting Sevastopol, sinking the Moscova or disabling a submarine. But today it was universally positive. What a difference a day makes.

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Mackay @cnocfinn.bsky.social · 26/02/2025

@atpgeo.bsky.social Turnaround. The Deal. Put aside the transactional nature. Look at the map where the deal covers. It' presently extends into annexed Russian Donbas. If this is true. Will Russia accept this?They may have no choice.

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Mackay @cnocfinn.bsky.social · 19/02/2025

@atpgeo.bsky.social What happens next. 50k white SA farmers get visas for US field work. 350k Mexicans hop the Acapulco bus. Europe backs Ukraine as the Baltics are next. The US thanks turkeys for Xmas and Canada turns off the lights. Happy b/day Donald you just got what you wanted. The 18th century

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Mackay @cnocfinn.bsky.social · 16/02/2025

bsky.app/profile/cnoc...

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Mackay @cnocfinn.bsky.social · 16/02/2025

@atpgeo.bsky.social 4/4 3 years ago 2 million Russians left Russia. Circa 8 million left Ukraine. How many will leave the US under this MAGA regime. What sure is those that remain voted MADA and will make America DUMB again.

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Mackay @cnocfinn.bsky.social · 16/02/2025

@atpgeo.bsky.social 3/4 "Brain Waste" 2 million skilled immigrants in the U.S. are underemployed or unemployed, reflecting inefficiencies in utilizing talent Domestic Redistribution: States with strong economies will continue to attract educated workers, while others will struggle with retention.

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Mackay @cnocfinn.bsky.social · 16/02/2025

@atpgeo.bsky.social 2/4 Current Brain Drain H-1B Visa Trends: The number of H-1B visa registrations for FY 2025 dropped by 38.6%, indicating fewer skilled foreign workers entering the U.S. This could exacerbate the brain drain if domestic talent leaves without sufficient replacement.

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Mackay @cnocfinn.bsky.social · 16/02/2025

@atpgeo.bsky.social 1/4 Brain Drain Trends (2025) Emigration of Skilled Workers: The U.S. is experiencing a modest "brain drain" as highly educated professionals seek better opportunities abroad. Significant net losses of state college-educated individuals, with emigration rates exceeding 60%

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Mackay @cnocfinn.bsky.social · 14/02/2025

@atpgeo.bsky.social USAID previously provided 31% of the country's foreign assistance, supporting critical programs. Sudan gives Russia naval base. Cause to effect. 5 days. Canada opens up oil exports to China. Cause to effect. 18 days US threatens Europe. Cause to effect still to be worked out

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Mackay @cnocfinn.bsky.social · 14/02/2025

@atpgeo.bsky.social Re: Today's combat figures 81 artillery. Likely explanation is more and smaller systems being deployed ever closer to the front. Easier to find and destroy. Which points to others features needing consideration. Training, accuracy, wear and tear.

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Mackay @cnocfinn.bsky.social · 07/02/2025

@atpgeo.bsky.social you need to read Rory Stewart's book Politics on the Edge on political appointees and how the UK and by extension how US appointees actually work. And it's obvious given how quickly appointees rotate experience and competency is not the determinator.

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Mackay @cnocfinn.bsky.social · 07/02/2025

@atpgeo.bsky.social 2/2 In doing so she said that the EU could look east rather than west in trade. As realignments go the US implosion and self destruction of Trumps MAGA vision for American is seeking a realistic end game in Trumps dystopian one.

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Mackay @cnocfinn.bsky.social · 07/02/2025

@atpgeo.bsky.social V Ds Leyen's speech. You missed a bigger point JP which she alluded to earlier. And the central tenet was this. Transactional. Without mentioning the US she highlighted the future by focusing on Chinese trade with the EU. Shoe omitted to mention the importance of US trade.

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