Missing-Information Spreader [email protected] Consulting and Research

Joined February 2023
GoogleFu retweeted
Breaking: My letter to @SenAshleyMoody exposes a plot by select officials of the FDA and the federal judiciary to expose ALL Americans to mRNA drugs, secret biomedical experiments, and the sanctioning of battery to shield those acts from lawsuits. covidpenalty.com/wp-content/โ€ฆ Read the Executive Summary at minimum and share widely. A plain audio version of the letter will be available today, or tomorrow at the latest.
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๐Ÿšจ THE SCHULENBURG ADMISSION EUROPE CANNOT NEGOTIATE PEACE. BECAUSE IT WOULD HAVE TO ADMIT IT LIED. โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” They tell you Europe wants peace, but Russia is intransigent. The truth is simpler and far more brutal: European leaders are terrified of the negotiating table. Because sitting there means confessing the truth. โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” โ–ธ THE FACT: Michael von der Schulenburg, Member of the European Parliament and a 34-year veteran of the UN, just exposed the psychological block of the EU elite. Why don't they negotiate? Because the first thing they would have to accept is that this war is about security, not territory. And that means admitting NATO expansion provoked it. โ–ธ THE MECHANISM: If Europe negotiates a neutrality treaty for Ukraine, the public will ask a devastating question: "Why did we fight for 4 years? Why did up to a million people die if neutrality was the solution all along?" To avoid this question, the elite must keep the war going. They have to maintain the lie of the "unprovoked war" to justify the deaths, the destroyed economy, and the โ‚ฌ70 billion bills. โ–ธ THE PARADOX: The EU is destroying Ukraine to protect its own narrative. Schulenburg admits Ukraine shows all signs of a failed state: militias like Azov taking over, forced conscription, mass desertion, and a population halved. Yet the EU keeps pushing them to fight. They are pushing Ukraine to suicide to avoid admitting they lied to their own citizens. โ–ธ THE ESCALATION: Meanwhile, the US is already pulling out (the Afghan Playbook). Washington will leave Europe alone to face an angry Russia, just as it did in Vietnam and Afghanistan. And when the truth finally comes out, the rage of the European working class will be uncontrollable. โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” THE POLITICAL LAYER (WHAT IT MEANS FOR YOU) โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ” โ–ธ Your Wallet/Bills: You are paying for their psychological block. The โ‚ฌ70 billion Merz is looking for, the deindustrialization, the skyrocketing energy bills. You pay the price so they can protect their political careers and their pride. โ–ธ The War Hanging Over Your Head: The anxiety is that they have no exit strategy. Because they cannot admit the truth, they will keep escalating. When you have no diplomatic off-ramp, you have a permanent war. โ–ธ Who pays? The Ukrainian men dying in trenches, the European workers losing their jobs, and the taxpayers funding the lie. The elite pays nothing. They just rewrite the history books. ๐Ÿ”ด "They can't stop the war because they can't survive the truth." Mainstream narrative: "We must support Ukraine until victory to stop Russian expansion." Structural reality: "We must support the war to hide the fact that we sabotaged peace in Istanbul." โš–๏ธ VERDICT: Schulenburg has exposed the real tragedy of Europe. It's not just a geopolitical failure; it's a moral collapse. The elite would rather sacrifice an entire generation of Ukrainians and destroy the European economy than admit they were wrong. But the bill always comes due. โ“ QUESTION: If neutrality was the solution in 2022, how many more must die before the EU admits it lied? And who will be left to pay the bill when the truth finally breaks? Marco | Independent Analyst โš–๏ธโœ“ ๐Ÿท๏ธ #SchulenburgAdmission #UkraineWar #IstanbulTalks #EU #NATO #WhoPays #Geopolitics #IndependentAnalysis #Merz #FailedState #Peace
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The CHIEF BOSS of bosses, THE TRAFFICKER of traffickers, arrested in Bolivia! Israeli mob boss and fugitive Elad Moshe Aiash has been arrested in Santa Cruz, Bolivia, on October 22, 2026, by Interpol and Bolivian police for drug trafficking and the commercialization of controlled substances. But Trump said Maduro was behind trafficking! The Israeli mafia boss was cornered and captured in his secret bunker by elite forces of the FELCN and Interpol, ending with a decade of criminal impunity in which he was hiding in the country. From his Bolivian shelter, this Israeli strategist ran a transnational emporium shipping "tons of cocaine" and illegal substances to Europe and the United States. The paradox of their global network was absolute: it flooded with million-dollar shipments to Western powers and especially managed the flow of drugs to the Middle East and Israel." His international capture is the result of a relentless "criminal investigation carried out in Brazil," added to a CIA arrest warrant for its global danger. Today, the powerful Israeli criminal is behind the bars of the maximum-security "Palmasola" penal, fully surrounded and awaiting his impending extradition to Israel!
So Israel sold over 24,000 weapons to Mexico, but the arms somehow ended up in the hands of drug cartels. Imagine that! So Israel โ€œunintentionallyโ€ contributed to fueling violence in Mexico.
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Washington announced weapons in orbit. Beijing answered with a 10-point paper. 14 September, US Air Force Secretary Troy Meink: the Space Force "now has on-orbit space control weapons." The Pentagon's most direct admission yet. Details ? "We're not going to talk about the specifics." 23 October, Wang Yi at the first Global Governance Forum in Xiong'an. China's paper on outer space calls to: > oppose the weaponization of outer space > oppose offensive military policies in space > back an international legal instrument on space arms control > regulate commercial space firms so they don't intervene in other countries' armed conflicts Read that last point again after this month's Starlink row in Ukraine. My take: one side tells you it has space weapons and won't say what they do. The other proposes rules at the UN. Western media will still call the second one the threat.
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GoogleFu retweeted
xitter.cf/i/spaces/1nJOLQDmglqxR GoogleFu ๐Ÿ€„๏ธ 25 A Stop in Purgatory is โ€œObligatoryโ€ Sunday October 25, 4:00 pst

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This is a CIA tool Bitchat has the exact architectural characteristics of a modern intelligence tool. ๐Ÿšจ. A billionaire who uses his resources to build this but then ask yourself why would he make it completely free and open-source and NOT Monetize it ? Because the value is in the data heโ€™s collecting . It ensures maximum adoption among protest movements and dissidents globally.๐Ÿšจ๐Ÿšจ The CIA has a history of creating secure communication apps for dissidents. Remember "Signal"? It was developed by Open Whisper Systems, which received funding from the US government (via the Open Technology Fund, which is linked to the Broadcasting Board of Governors, a US agency).๐Ÿšจ๐Ÿšจ The US government has a vested interest in providing dissidents in countries like Iran, China, and Russia with tools to organize and communicate securely to undermine those governments.๐Ÿšจ๐Ÿšจ Even if Bitchat evades internet surveillance, it creates a physical mesh network of Bluetooth devices. ๐Ÿšจ๐Ÿšจ Intelligence agencies can deploy "Bluetooth sniffers" in protest areas to map the mesh network, track devices, and identify clusters of protesters. ๐Ÿšจ you are literally broadcasting your location and connections via radio frequency (Bluetooth), which is much easier to track locally than internet traffic. ๐Ÿšจ The app LOOKS like its against remote internet surveillance, but it makes users highly visible to local physical surveillance (Bluetooth tracking). If you are a state intelligence agency (like the CIA or NSA), and you want to identify dissidents in a specific city, you want them to use an app that creates a detectable Bluetooth mesh network. You can then drive around with a receiver and map the network.๐Ÿšจ Bitchat claims "no central servers." But it uses Nostr for global reach. Nostr relies on relays, which are servers. If the CIA or NSA runs Nostr relays (which they easily can, as they run Tor nodes), they can collect metadata and messages that are routed through those relays. ๐Ÿšจ So while it's decentralized, it's not serverless. It just uses volunteer-run relays, which intelligence agencies can๐Ÿšจ๐Ÿšจ and do operate. It's a honeypot for dissidents. You give them a way to communicate that bypasses the internet, but you track them via the radio frequency emissions of their phones. This is the same pattern as Tor. The US Navy created Tor to protect intelligence communications, but it also became a way to track dissidents who use it, because the exit nodes are largely controlled by intelligence agencies. Internet surveillance is hard for the NSA when end-to-end encryption is used. They have to break the encryption or compromise the endpoints. But if you convince dissidents to use Bluetooth mesh networks, they are broadcasting their presence and their connections continuously via radio frequency. The NSA/CIA can deploy mobile Bluetooth sniffers (drones, vehicles, even aircraft) to map the mesh network in real-time. They don't need to read the encrypted messages. They just need to see which devices are talking to which other devices. The metadata (who is connected to whom) is transmitted in the clear (Bluetooth advertising packets).
En Francia se cayeron las redes mรณviles y la gente se puso a bajar en masa una app que no necesita internet. Bitchat, la mensajerรญa por Bluetooth de Jack Dorsey, llegรณ al #1 de redes sociales en el App Store francรฉs justo cuando habรญa protestas, una panne grande de Orange y se empezรณ a hablar de cortar redes de forma temporal. Funciona asรญ: los celulares cerca se conectan entre ellos por Bluetooth y se pasan los mensajes de uno a otro. No hay servidores, no hay cuentas, no hay nรบmero de telรฉfono. Si hay varios telรฉfonos con la app en la zona, el mensaje va saltando hasta llegar. Cuando vuelve el internet, se puede sincronizar mรกs lejos por Nostr. En el video se ve la parte de Bitcoin: dos telรฉfonos se mandan 1337 sats con un simple `/pay` dentro del chat, sin conexiรณn. Lo que viaja es un token de Cashu (efectivo digital respaldado en Bitcoin). El que envรญa no necesita internet. El que recibe lo guarda y lo canjea despuรฉs cuando tenga red. No es una transacciรณn on-chain instantรกnea, es un token al portador que se puede pasar de mano en mano mientras no hay seรฑal. Cuando el celular deja de servir para hablar, esta es la app que la gente estรก instalando.
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Just in: France's Prime Minister asked telecom companies to prepare to block social media platforms. "I wish to have the ability to temporarily suspend access to these services in case of a repeat of urban violence," he wrote. @blast news broke the story.
Information exclusive Blastโ€ฏ: le Premier ministre a prรฉparรฉ la coupure des rรฉseaux sociaux pour le 24 octobre Deux jours avant la manifestation du 24 octobre, le Premier ministre Sรฉbastien Lecornu a demandรฉ ร  Orange, SFR, Free et Bouygues Telecom de se tenir prรชts ร  couper lโ€™accรจs ร  TikTok, Instagram ,Snapchat et X. Blast rรฉvรจle la lettre et le compte rendu de la rรฉunion qui a suivi, oรน les opรฉrateurs ont exprimรฉ leurs doutes. Le gouvernement avait dรฉjร  utilisรฉe cette mesure liberticide en Nouvelle-Calรฉdonie en 2024, avant dโ€™รชtre dรฉsavouรฉ par le Conseil dโ€™ร‰tat. Par @yanmdi. blast-info.fr/articles/2026/โ€ฆ
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Joshua Michael found an access token on Flock's public website. No login required. No authentication. Just sitting there. He downloaded Flock's entire database. 300,000 device locations. 170,000 cameras. 130,000 other hardware units. 27,000 acoustic detectors. Made a map. Published it September 23. The Senate held a hearing on Flock the same day. Cited Michael's research. Flock panicked. Sent a cease-and-desist. Used a brand-protection vendor called Doppel to claim trademark infringement. The map said it wasn't affiliated with Flock. Doppel didn't care. Michael's site went dark. Then Proton moved it to Swiss servers. Now it lives on protonmcp.org. Untouchable. Uncensorable. Hosted by an encryption company in a country that doesn't care what Flock wants. The irony is crystalline. Flock left an access token on the internet. Michael used it to download their own data. Published it. Flock tried to suppress it. Proton said suppressing it is suppressing information. Which is true. The map shows Flock has 150,000 more cameras than they publicly claimed. Shows acoustic detection units mapping human speech across the country. Shows which police departments have access to the whole network. Flock doesn't want that visible. So they tried trademark infringement. Which only worked until Proton decided transparency matters more than Flock's feelings. Now everyone can see exactly how many cameras are watching their car. Where they are. Which cops can see them. Michael warned Flock about the exposed token in November 2025. Flock ignored him. Then got mad when he used it. The surveillance company that claims to protect privacy just tried to suppress the only map showing how much they actually surveille. And failed.
โ€ผ๏ธ Proton is hosting a map of 300,000+ Flock surveillance device locations that Flock tried to get taken down. Researcher Joshua Michael says he pulled them from Flock's own systems via a token left open to anyone. Proton calls the takedown "an attempt to suppress information."
Readers added context they thought people might want to know
This is the correct link: proton.me/flock-camera-mโ€ฆ
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๐Ÿšจ๐Ÿšจ#BillGatesOnTrial - Attorney Peter Stassen in his opening statement: โœ…The defendants have committed unlawful conduct and negligence violating Dutch law and the Nuremberg Code and amounts to genocide. โœ…The entire COVID 19 'official narrative' is on trial and it has been established that COVID 19 was not a health emergency it was a globally coordinated project to subject humanity to toxic shots which meet the technical, legal and biological definition of โ€˜bio-weaponsโ€™ as deployed, military countermeasures. โœ…This assertion is supported by over 14,000 pages of SOURCE documentation and original contracts which has been submitted by the plaintiffs attorney. WATCH LIVE HERE: xitter.cf/CoviLeaks/status/21132โ€ฆ
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๋ฏธ๊ตญ ๋น…ํ…Œํฌ๋“ค์ด ์ œ์ผ ๋‘๋ ค์›Œํ•˜๋˜ ์‹œ๋‚˜๋ฆฌ์˜ค๊ฐ€ ๊ฒฐ๊ตญ ํ˜„์‹ค์ด ๋จ. ์ ์€ ๋ˆ๊ณผ ์‹ผ ์นฉ๋งŒ์œผ๋กœ๋„ ์˜คํ”ˆAI๋ฅผ ์œ„ํ˜‘ํ•˜๋˜ ์ค‘๊ตญ '๋”ฅ์‹œํฌ(DeepSeek)'๊ฐ€, ๋ถˆ๊ณผ 4๊ฐœ์›” ๋งŒ์— ๋˜๋‹ค์‹œ ํˆฌ์ž๋ฅผ ์œ ์น˜ํ•ด ์ด๋ฒˆ์—๋งŒ ๋ฌด๋ ค 21์กฐ ์›(150์–ต ๋‹ฌ๋Ÿฌ)์˜ ํ˜„๊ธˆ์„ ์†์— ์ฅ์—ˆ๊ธฐ ๋•Œ๋ฌธ์ž„. 1. ๊ทธ๋™์•ˆ ๋ฏธ๊ตญ์ด ๊ทธ๋‚˜๋งˆ ์•ˆ์‹ฌํ•˜๋˜ ์ด์œ  โ€” "๋”ฅ์‹œํฌ๋Š” ๋จธ๋ฆฌ๋Š” ์ข‹์€๋ฐ ๋ˆ์ด ์—†์ž–์•„" - ๋”ฅ์‹œํฌ๊ฐ€ ์ฒ˜์Œ ์ „ ์„ธ๊ณ„๋ฅผ ๋†€๋ผ๊ฒŒ ํ–ˆ์„ ๋•Œ๋งŒ ํ•ด๋„, ์™ธ๋ถ€ ํˆฌ์ž ์—†์ด ์ฐฝ์—…์ž(๋Ÿ‰์›ํŽ‘)๊ฐ€ ์„ธ์šด ํ€€ํŠธ ํˆฌ์ž ํšŒ์‚ฌ ๋ˆ๋งŒ์œผ๋กœ ์šด์˜๋˜๋˜ ์ž‘์€ ์กฐ์ง์ด์—ˆ์Œ. - ๋ฏธ๊ตญ์ด ์—”๋น„๋””์•„ ์ตœ์‹  ์นฉ ์ˆ˜์ถœ์„ ๋ง‰์•„๋†“์€ ์—ด์•…ํ•œ ํ™˜๊ฒฝ์—์„œ๋„, ์˜ค๋กœ์ง€ '์ฒœ์žฌ์ ์ธ ์•Œ๊ณ ๋ฆฌ์ฆ˜๊ณผ ๊ฐ€์„ฑ๋น„' ํ•˜๋‚˜๋กœ ๋ฏธ๊ตญ ๋น…ํ…Œํฌ์˜ ์ˆ˜์กฐ ์›์งœ๋ฆฌ ๋ชจ๋ธ๊ณผ ๋งž๋จน๋Š” ์„ฑ๋Šฅ์„ ๋ฝ‘์•„๋ƒˆ์Œ. - ๊ทธ๋ž˜์„œ ๋ฏธ๊ตญ AI ๊ธฐ์—…๋“ค์ด ์†์œผ๋กœ ์œ„์•ˆ์„ ์‚ผ๋˜ ๋”ฑ ํ•˜๋‚˜์˜ ๋…ผ๋ฆฌ๋Š” "์•„๋ฌด๋ฆฌ ๋จธ๋ฆฌ๊ฐ€ ์ข‹์•„๋„ ๊ฒฐ๊ตญ ์ˆ˜์‹ญ์กฐ ์›์ด ๋“ค์–ด๊ฐ€๋Š” ์ดˆ๋Œ€ํ˜• ๋ฐ์ดํ„ฐ์„ผํ„ฐ ๋ฌผ๋Ÿ‰์ „์œผ๋กœ ๊ฐ€๋ฉด, ์ž๊ธˆ ์ฒด๊ธ‰์ด ๋‹ค๋ฅธ ๋”ฅ์‹œํฌ๋Š” ํ•œ๊ณ„์— ๋ถ€๋”ชํž ๊ฒƒ"์ด๋ผ๋Š” ๊ฑฐ์˜€์Œ. 2. ์˜ค๋Š˜ ๋ธ”๋ฃธ๋ฒ„๊ทธ ๋‹จ๋… ๋ณด๋„๋กœ ๊ทธ ์œ ์ผํ•œ ์•ฝ์ ๋งˆ์ € ์‚ฌ๋ผ์ง โ€” "10์กฐ ๋ชจ์œผ๋ ค๋‹ค ๋ˆ์ด ๋„˜์ณ 21์กฐ ์›์ด ๋๋‹ค" - ๊ทธ๋Ÿฐ๋ฐ ๋”ฅ์‹œํฌ๋Š” ์ง€๋‚œ 6์›” ์ฒซ ์™ธ๋ถ€ ํˆฌ์ž ๋ผ์šด๋“œ์—์„œ ์ด๋ฏธ 500์–ต ์œ„์•ˆ(์•ฝ 10.5์กฐ ์›) ์ด์ƒ์„ ๋Œ์–ด๋ชจ์•˜์Œ. ์ฐฝ์—…์ž๊ฐ€ ์‚ฌ์žฌ ์•ฝ 200์–ต ์œ„์•ˆ์„ ์ง์ ‘ ๋„ฃ๊ณ , ํ…์„ผํŠธยทCATLยท์ค‘๊ตญ ๊ตญ๊ฐ€ AI ์‚ฐ์—…ํˆฌ์ž๊ธฐ๊ธˆ ๋“ฑ์ด ํ•จ๊ป˜ ์ฐธ์—ฌํ–ˆ์Œ. - ๊ทธ๋ฆฌ๊ณ  ์˜ค๋Š˜ ๋ธ”๋ฃธ๋ฒ„๊ทธ ๋‹จ๋… ๋ณด๋„์— ๋”ฐ๋ฅด๋ฉด, ๋ถˆ๊ณผ 4๊ฐœ์›” ๋งŒ์— ์ง„ํ–‰ํ•œ ํ›„์† ํˆฌ์ž ๋ผ์šด๋“œ์—์„œ ๋˜๋‹ค์‹œ ์•ฝ 1,000์–ต ์œ„์•ˆ(๋ฏธํ™” ์•ฝ 150์–ต ๋‹ฌ๋Ÿฌยทํ•œํ™” ์•ฝ 21์กฐ ์›)์„ ์กฐ๋‹ฌํ•˜๋Š” ๋ฐ ์„ฑ๊ณตํ•จ. ์ค‘๊ตญ ์—ญ์‚ฌ์ƒ ์ตœ๋Œ€ ๊ทœ๋ชจ์˜ ํˆฌ์ž ์œ ์น˜ ์ค‘ ํ•˜๋‚˜์ด๊ณ , 6์›” ๋ผ์šด๋“œ๊นŒ์ง€ ํ•ฉ์น˜๋ฉด ๋ฐ˜๋…„ ์ƒˆ ๋ˆ„์  ์กฐ๋‹ฌ์•ก๋งŒ ์•ฝ 1,500์–ต ์œ„์•ˆ(์•ฝ 31์กฐ ์›)์— ๋‹ฌํ•จ. - ๋” ๋ฌด์„œ์šด ๊ฑด ํˆฌ์ž ์—ด๊ธฐ์ž„. ์ด๋ฒˆ ๋ผ์šด๋“œ๋„ ์ฒ˜์Œ์—” 500์–ต ์œ„์•ˆ(์•ฝ 10.5์กฐ ์›)๋งŒ ๋ชจ์œผ๋ ค๊ณ  ํ–ˆ๋Š”๋ฐ, ํˆฌ์ž์ž๋“ค์ด ์„œ๋กœ ๋ˆ์„ ๋„ฃ๊ฒ ๋‹ค๊ณ  ์ค„์„ ์„œ๋Š” ๋ฐ”๋žŒ์— ๋ชฉํ‘œ์•ก์„ 800์–ต ์œ„์•ˆ์œผ๋กœ ์˜ฌ๋ ธ๋‹ค๊ฐ€ ๊ฒฐ๊ตญ ๋‘ ๋ฐฐ์ธ 1,000์–ต ์œ„์•ˆ(์•ฝ 21์กฐ ์›)์„ ๊ฝ‰ ์ฑ„์›Œ ๋งˆ๊ฐํ•จ. - ์ด๋ฒˆ์—๋„ ์œ„์ฑ—๊ณผ ๊ฒŒ์ž„ ์ œ๊ตญ์„ ๊ฑฐ๋А๋ฆฐ ์ค‘๊ตญ ์ตœ๋Œ€ IT ๊ณต๋ฃก 'ํ…์„ผํŠธ(Tencent)'์™€ ์ „ ์„ธ๊ณ„ ์ „๊ธฐ์ฐจ ๋ฐฐํ„ฐ๋ฆฌ 1์œ„ ๊ธฐ์—…์ธ 'CATL(๋‹๋”์Šค๋‹ค์ด)'์ด ๊ฐ€์žฅ ํฐ๋ˆ์„ ์Ÿ์•„๋ถ€์—ˆ์Œ. 3. "์˜คํ”ˆAI ์ตœ๊ณ  ๋ชจ๋ธ '์•„์ŠคํŠธ๋ผ'๋ฅผ ๋ฒ ๋‚€ ๊ฑฐ ์•„๋‹ˆ๋ƒ"๋Š” ์˜คํ•ด๊นŒ์ง€ ์žˆ์—ˆ๋˜ ๋”ฅ์‹œํฌ '4.1 ํ”Œ๋ž˜์‹œ' - ํ•ด์™ธ ๊ฐœ๋ฐœ์ž ์ปค๋ฎค๋‹ˆํ‹ฐ(๋ ˆ๋”งยทํ•ด์ปค๋‰ด์Šค)์—์„œ ๋”ฅ์‹œํฌ์˜ '4.1 ํ”Œ๋ž˜์‹œ(V4.1-Flash)' ๋ชจ๋ธ์„ ๋‘๊ณ  "์˜คํ”ˆAI์˜ 'GPT ์•„์ŠคํŠธ๋ผ(Astra)'๋ฅผ ๋ชฐ๋ž˜ ์ฆ๋ฅ˜(์ถ”์ถœํ•ด์„œ ํ•™์Šต)ํ•œ ๊ฑฐ ์•„๋‹ˆ๋ƒ"๋Š” ์˜ํ˜น์ด ๋‚˜์˜จ ์ ์ด ์žˆ์—ˆ์Œ. - ๊ทธ๋Ÿฐ๋ฐ ์™œ ์ด๋Ÿฐ ์˜คํ•ด๊ฐ€ ์ƒ๊ฒผ๋Š”์ง€ ๋œฏ์–ด๋ณด๋ฉด ์˜คํžˆ๋ ค ๋” ๋ฌด์„œ์›€. ๋ฌธ์ œ๋ฅผ ํ‘ธ๋Š” ์ถ”๋ก  ๊ณผ์ •๊ณผ ์ตœ์ข… ๊ฒฐ๊ณผ๋ฌผ์ด GPT ์•„์ŠคํŠธ๋ผ์™€ ๋น„์Šทํ•˜๊ฒŒ ๋‚˜์˜ค๋‹ค ๋ณด๋‹ˆ ์‚ฌ๋žŒ๋“ค์ด ์•„์ŠคํŠธ๋ผ๋ฅผ ์ฆ๋ฅ˜ํ•œ ๊ฒƒ ๊ฐ™๋‹ค๋ฉฐ ์˜์‹ฌํ–ˆ๋˜ ๊ฑฐ์ž„. - ๊ทผ๋ฐ ์ด๊ฒŒ ์™œ ๋ฌด์„œ์šด ์ผ์ด๋ƒ๋ฉด, ํ˜„์žฌ 'GPT ์•„์ŠคํŠธ๋ผ'๋Š” ์˜คํ”ˆAI์—์„œ ๊ฐ€์žฅ ๋ฌด๊ฒ๊ณ  ์„ฑ๋Šฅ์ด ๋›ฐ์–ด๋‚œ ์ตœ์ƒ์œ„ ๋ชจ๋ธ์ž„. ๋ฐ˜๋ฉด ๋”ฅ์‹œํฌ์˜ '4.1 ํ”Œ๋ž˜์‹œ'๋Š” ์ด๋ฆ„ ๊ทธ๋Œ€๋กœ ๊ฐ€๋ณ๊ณ  ์‹ธ๊ฒŒ ๋Œ๋ฆฌ๋ ค๊ณ  ๋งŒ๋“  ๋ณด๊ธ‰ํ˜• ๊ฒฝ๋Ÿ‰ ๋ชจ๋ธ์ž„. - ์‹ค์ œ๋กœ ์ž‘๋™ํ•  ๋•Œ ์“ฐ๋Š” ์—ฐ์‚ฐ๋Ÿ‰๋„ ์•„์ฃผ ์ ๊ณ (์ž…๋ ฅ 8Bยท์ถœ๋ ฅ 16B ํŒŒ๋ผ๋ฏธํ„ฐ) ๋น„์šฉ๋„ ์˜คํ”ˆAI์˜ 15๋ถ„์˜ 1 ์ˆ˜์ค€์— ๋ถˆ๊ณผํ•œ๋ฐ, ์ด๋Ÿฐ ๊ฐ€๋ฒผ์šด ํ”Œ๋ž˜์‹œ ๋ชจ๋ธ์ด ์˜คํ”ˆAI ์ตœ๊ณ  ๋ชจ๋ธ(์•„์ŠคํŠธ๋ผ)์˜ 98%์— ์œก๋ฐ•ํ•˜๋Š” ๊ฒฐ๊ณผ๋ฌผ์„ ๋˜‘๊ฐ™์ด ๋ฝ‘์•„๋‚ด๊ณ  ์žˆ๋‹ค๋Š” ๋œป์ž„. - ๊ฒฝ๋Ÿ‰ ๋ชจ๋ธ ํ•˜๋‚˜๋กœ๋„ ์˜คํ”ˆAI ์ตœ์ƒ์œ„ ๋ชจ๋ธ๊ณผ ๊ตฌ๋ถ„์ด ์•ˆ ๊ฐˆ ์ •๋„์˜ ๊ฒฐ๊ณผ๋ฌผ์„ ๋งŒ๋“ค์–ด๋‚ด๋Š” ์ง‘๋‹จ์ธ๋ฐ, ์—ฌ๊ธฐ์— ์ด์ œ 21์กฐ ์›์ด๋ผ๋Š” ์ž๊ธˆ๋ ฅ๊นŒ์ง€ ๋”ํ•ด์ง„ ๊ฑฐ์ž„. 4. ์ด 21์กฐ ์›์œผ๋กœ ๋„๋Œ€์ฒด ๋ญ˜ ํ•˜๋ ค๋Š” ๊ฑธ๊นŒ? - ์ฒซ์งธ, '๋ฏธ๊ตญ ์นฉ ์—†์ด ๋Œ์•„๊ฐ€๋Š” ์ดˆ๊ฑฐ๋Œ€ AI ๋ฐ์ดํ„ฐ์„ผํ„ฐ' ๊ฑด์„ค์ž„. ์•ž์„œ ํ™”์›จ์ด ์—”์ง€๋‹ˆ์–ด๋“ค์ด ๋”ฅ์‹œํฌ ๋ณธ์‚ฌ์— ์ƒ์ฃผํ•˜๋ฉฐ ์ฐจ์„ธ๋Œ€ ํ™”์›จ์ด AI ์นฉ์œผ๋กœ ํ•™์Šต์„ ์ค€๋น„ ์ค‘์ด๋ผ๋Š” ์†Œ์‹์ด ๋‚˜์™”์—ˆ๋Š”๋ฐ, ์ด์ œ ์ด 21์กฐ ์›์˜ ์‹คํƒ„์„ ์Ÿ์•„๋ถ€์–ด ์—”๋น„๋””์•„ ์นฉ ์—†์ด๋„ ๋ฏธ๊ตญ ๋น…ํ…Œํฌ์™€ ์ •๋ฉด ์Šน๋ถ€๋ฅผ ๋ฒŒ์ผ ์ดˆ๋Œ€ํ˜• ์ž์ฒด ์ธํ”„๋ผ๋ฅผ ์ง“๊ฒ ๋‹ค๋Š” ๊ฑฐ์ž„. - ๋‘˜์งธ, 'ํ–ฅํ›„ ์ƒ์žฅ(IPO)์„ ์œ„ํ•œ ๊ธฐ์—… ๊ตฌ์กฐ ๊ฐœํŽธ'์ž„. ๋ฏธ๊ตญ์—์„œ ์ƒ์žฅ์„ ์ค€๋น„ ์ค‘์ธ ์•คํŠธ๋กœํ”ฝยท์˜คํ”ˆAI์— ๋งž์„œ, ๋”ฅ์‹œํฌ๋„ ์—ฐ๊ตฌ์†Œ ํ˜•ํƒœ๋ฅผ ๋ฒ—์–ด๋‚˜ ๊ฑฐ๋Œ€ ๊ธฐ์ˆ  ๊ธฐ์—…์œผ๋กœ ์ƒ์žฅํ•ด ์ž๋ณธ ์‹œ์žฅ์˜ ๋ˆ์„ ๊ณ„์† ๋นจ์•„๋“ค์ด๊ฒ ๋‹ค๋Š” ๊ณ„์‚ฐ์ž„. - ์…‹์งธ, '๋ฌด๋ฃŒ ์˜คํ”ˆ์†Œ์Šค ๋ฌด๊ธฐ ์‚ดํฌ'์ž„. ๋ฏธ๊ตญ ์ •๋ถ€๋Š” ์–ด์ œ ์—ฐ๋ฐฉ ๊ธฐ๊ด€์—์„œ ๋”ฅ์‹œํฌ๋ฅผ ์ „๋ฉด ํ‡ด์ถœํ•˜๋ผ๊ณ  ๋ช…๋ นํ•˜๋ฉฐ ๋ฌธ์„ ๊ฑธ์–ด ์ž ๊ฐ”์ง€๋งŒ, ์ •์ž‘ ๋”ฅ์‹œํฌ๋Š” ์ดํ‹€ ์ „์—๋„ AI ์šด์˜๋น„๋ฅผ ํš๊ธฐ์ ์œผ๋กœ ์ค„์—ฌ์ฃผ๋Š” ํ•ต์‹ฌ ์ถ”๋ก  ์—”์ง„(DeepInfer)์„ ์ „ ์„ธ๊ณ„์— ๊ณต์งœ๋กœ ํ’€์–ด๋ฒ„๋ฆฌ๋ฉฐ ๊ฐœ๋ฐœ์ž๋“ค์„ ์ž๊ธฐ ํŽธ์œผ๋กœ ๋Œ์–ด๋“ค์ด๊ณ  ์žˆ์Œ. ๋ˆ๋„ ์—†๊ณ  ์ตœ์‹  ์นฉ๋„ ์—†์ด '๊ฐ€์„ฑ๋น„ ๊ธฐ์ˆ ' ํ•˜๋‚˜๋งŒ์œผ๋กœ ์˜คํ”ˆAI ์ตœ์ƒ์œ„ ๋ชจ๋ธ์„ ์œ„ํ˜‘ํ•˜๋˜ ๊ดด๋ฌผํ•œํ…Œ, ์ด์ œ ์ค‘๊ตญ ์ตœ๊ณ ์˜ ์žฌ๋ฒŒ๋“ค์ด ๋‚˜์„œ์„œ '21์กฐ ์›์งœ๋ฆฌ ํ˜„๊ธˆ ๋‚ ๊ฐœ'๊นŒ์ง€ ๋‹ฌ์•„์ค€ ์…ˆ. ์ง€๊ธˆ๋„ AI๋ฅผ ์“ฐ๋Š” ์‚ฌ๋žŒ๋“ค์€ ์กฐ๊ธˆ์ด๋ผ๋„ ๋” ์ž˜ํ•˜๊ณ  ์ €๋ ดํ•œ ๋ชจ๋ธ์ด ๋‚˜์˜ค๋ฉด GPT, ํด๋กœ๋“œ, ์ œ๋ฏธ๋‚˜์ด, ํ‚ค๋ฏธ(Kimi) ๋“ฑ์œผ๋กœ ๋ฏธ๋ จ ์—†์ด ๊ฐˆ์•„ํƒ€๊ณ  ์žˆ์Œ. ๋ฌผ๋ก  ์•„์ง๊นŒ์ง€๋Š” GPT์™€ ํด๋กœ๋“œ๊ฐ€ ์ตœ์ƒ์œ„ ์„ฑ๋Šฅ์—์„œ ์•ž์„œ๋‹ค ๋ณด๋‹ˆ ๊ฐœ์ธ ๊ตฌ๋…์ž ์ˆ˜ ์ž์ฒด๋Š” ๋ฏธ๊ตญ ๋น…ํ…Œํฌ๊ฐ€ ํ›จ์”ฌ ๋งŽ๊ฒ ์ง€๋งŒ, ์‹ค์ œ ๊ฐœ๋ฐœ์ž๋“ค๊ณผ ๊ธฐ์—…๋“ค์ด ๋Œ์–ด๋‹ค ์“ฐ๋Š” '์˜คํ”ˆ๋ผ์šฐํ„ฐ(OpenRouter) ํ† ํฐ ์‚ฌ์šฉ๋Ÿ‰' ์ˆœ์œ„๋ฅผ ๊นŒ๋ณด๋ฉด ์ด๋ฏธ 1, 2์œ„๋ฅผ ๋”ฅ์‹œํฌ 4.1์ด ์‹น์“ธ์ดํ•˜๋ฉฐ ์ „์ฒด ์‚ฌ์šฉ๋Ÿ‰์˜ ์ ˆ๋ฐ˜ ์ด์ƒ์„ ์ฐจ์ง€ํ•˜๊ณ  ์žˆ์Œ. ์‹ค์ œ๋กœ ์„œ๋น„์Šค๋ฅผ ๋งŒ๋“ค๊ณ  ์šด์˜ํ•˜๋Š” ์ž…์žฅ์—์„œ๋Š”, ํ•ต์‹ฌ ๊ฐœ๋ฐœ์„ ํ•  ๋•Œ๋งŒ ๋น„์‹ผ ํ”„๋ก ํ‹ฐ์–ด ๋ชจ๋ธ์„ ์ž ๊น ์“ฐ๊ณ  ์ •์ž‘ ํ† ํฐ ์‚ฌ์šฉ๋Ÿ‰์ด ์ˆ˜์‹ญ ๋ฐฐ์”ฉ ํ„ฐ์ง€๋Š” '์‹ค์ œ ์„œ๋น„์Šค ์—ฐ๋™์ด๋‚˜ ์ž๋™ํ™” ์ž‘์—…'์—๋Š” ๊ฐ€์„ฑ๋น„๊ฐ€ ์••๋„์ ์ธ ๋”ฅ์‹œํฌ๋ฅผ ๊ฐ–๋‹ค ๋ถ™์ด๊ณ  ์žˆ๊ธฐ ๋•Œ๋ฌธ์ž„. ์—ฌ๊ธฐ์— ์ตœ๊ทผ ๋”ฅ์‹œํฌ๋ฟ๋งŒ ์•„๋‹ˆ๋ผ GLM, ๋ฏธ๋‹ˆ๋งฅ์Šค(MiniMax), MiMo ๊ฐ™์€ ์ค‘๊ตญ ๋ชจ๋ธ๋“ค๊นŒ์ง€ ํ”„๋ก ํ‹ฐ์–ด ๊ธ‰์œผ๋กœ ์„ฑ๋Šฅ์ด ๋ฌด์„ญ๊ฒŒ ์˜ฌ๋ผ์™”๋Š”๋ฐ, ์ด์ œ 21์กฐ ์›์ด๋ผ๋Š” ์ž๊ธˆ๋ ฅ๊นŒ์ง€ ๋”ํ•ด์ ธ ์ตœ์ƒ์œ„ ์„ฑ๋Šฅ๋งˆ์ € ๋ฏธ๊ตญ ๋ชจ๋ธ์„ ์™„์ „ํžˆ ๋”ฐ๋ผ์žก๊ฒŒ ๋œ๋‹ค๋ฉด ์•ž์œผ๋กœ๋Š” ๊ธฐ์—…์šฉ API ์‹œ์žฅ๋ฟ๋งŒ ์•„๋‹ˆ๋ผ ์šฐ๋ฆฌ๊ฐ€ ๋งค๋‹ฌ ๋ˆ ๋‚ด๊ณ  ์“ฐ๋Š” AI ํŒจ๊ถŒ ์ž์ฒด๋„ ์ˆœ์‹๊ฐ„์— ๋’ค์ง‘ํž ์ˆ˜ ์žˆ์„ ๊ฒƒ์œผ๋กœ ๋ณด์—ฌ์ง.
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Dinner with an exec/friend at a large national property management company tonight. This person oversees ~150k apartments; access to an insane amount of data. Current multifamily market in most of the country is worse than S&L, .com bust, or the GFC. Worst theyโ€™ve seen. Class A mostly fine, decent rent growth. However: - credit scores at class A have gone down meaningfully over the past 3 years. - more people are paying rent via credit card. - average bank account balance noticeably lower than even 2 years ago - class A tenants stretched thin, living beyond their means. 20k comes in, 20k goes out every month. - starting to see these renters move down a tier Class B: - simply too many apartments, we built too much new stuff. Ripple effect is enormous. - fewer renters tomorrow than today. Same store foot traffic noticeably down year over year. Some markets down 40-50% - considering dropping rents below $700 a month on some 1beds in major southern markets. Class C: - looking at degrading NOI. Rents arenโ€™t growing for a long time, but expenses keep creeping up - more renters are one missed paycheck away from disaster than they can remember seeing in decades - tenants arenโ€™t paying rent because they simply donโ€™t have it - wage growth has not kept up Lenders: - some major investment funds, household names, havenโ€™t paid their mortgages in 2-3 years. Banks wonโ€™t foreclose because โ€œX is a big client.โ€ Mexican standoff. - a roof leak gets ignored, becomes water damage, then mold, then a down building. Buildings are rapidly deteriorating as some owners choose cash preservation over funding losses. - number of pre-foreclosure and REO deals is the highest as a % of total units they can recall. - data providers know itโ€™s bad, but theyโ€™re paid to sell optimism to owners/lenders. So every forecast is โ€œit will probably get a little better next year maybeโ€ and that gets regurgitated at investment committees all over. I asked โ€œhow do you think this ends?โ€ โ€œNot sure. My gut says slowly then suddenly, and things will get really bad. Been doing this 40 years, you can feel it in the air. But, thereโ€™s a chance itโ€™s just a decade of tolerable pain. Iโ€™m praying for that.โ€
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Itโ€™s pretty posh to support local farmers in 2026. ๐ŸŒฟ Look at Mulberry Tree growing on Apple iOS! ๐Ÿ“ˆ๐ŸŒณ Android users, youโ€™re included too! Find real food from real farmers, all under the Mulberry Tree. ๐Ÿ‡บ๐Ÿ‡ธ
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This is perhaps one of the great ironies of our time: China is increasingly shaping the future of AI, yet very few people in the West have the faintest idea how its key thinkers see it - its philosophers, sociologists or ethicists. As is too often the case, we - much like the frog in the well - assume our own AI debate covers every possible view, when much of it springs from the same cultural soil, built on assumptions about what defines us that we donโ€™t even know weโ€™re making. Take for instance the assumption that intelligence is a key part of what makes us human. Itโ€™s so intuitively obvious to us that we literally named our species after it - Homo sapiens (Latin for "wise man"). If you think about it, just this assumption explains a large share of the anxiety: if intelligence is what makes us human, then artificial intelligence - or super intelligence - threatens the very thing that makes us us: weโ€™re about to compete with artificial or super โ€œusโ€. No wonder this feels existential. But China has a tradition of thought as old as ours, if not older, and every bit as rich and sophisticated, which never placed intelligence at the core of what makes us human, and so meets the thinking machine from a completely different starting point. Have you, for instance, ever heard of Zhao Tingyang? Probably not, and yet he may be the most original thinker on AI youโ€™ve never read. Heโ€™s one of Chinaโ€™s most prominent philosophers, at the Chinese Academy of Social Sciences. While Silicon Valley spends billions trying to make AI share our values, he for one argues that doing so โ€œmay very well be a suicidal mistakeโ€. Sounds pretty important to hear him out, donโ€™t you think? Or take Liu Yongmou, a philosopher of technology at Renmin University in Beijing. His thinking is almost the opposite of ours. Where we fear machines that become more and more like us, he says that โ€œhumanityโ€™s biggest problem is the machinization of humans, not the humanization of machines.โ€ You could even go back to antiquity, when, in many ways, we started asking questions about AI. Did you know, for instance, that Aristotle, in the Politics, imagined a world where โ€œthe shuttle would weave and the plectrum touch the lyre without a hand to guide themโ€, and wondered about the social order consequences of this (mostly whether slaves would still be needed)? There are Chinese equivalents to this. For instance, in the Zhuangzi, a foundational Taoist classic, youโ€™ll find a similar thought experiment, with a completely different worry attached. An old gardener is watering his vegetables by hand, hauling water out of a well jar by jar. A visitor shows him a labor-saving device, and the gardener turns it down for the reason that whoever uses machines ends up with ๆœบๅฟƒ (jฤซxฤซn), a โ€œmachine-heartโ€ - a mind that schemes, calculates and loses its simplicity. โ€œIt is not that I do not know [the machine],โ€ he says, โ€œbut I should be ashamed to use it.โ€ Two labor-saving machines, two very different questions: where Aristotle wondered what automation would do to the social order, the Zhuangzi wondered what it would do to us, on the inside. Which, youโ€™ll notice, is exactly Liu Yongmouโ€™s worry, more than two thousand years earlier. In fact, as weโ€™ll see, ๅฟƒ (xฤซn), the heart, is a motif that runs deep through the Chinese AI debate. It appears both in the fear, from Zhuangzi to Liu Yongmou, that machines could give us a โ€œmachine-heartโ€ and its mirror image: the ambition to give machines a heart of their own. Zhu Songchun, who heads the Beijing Institute for General Artificial Intelligence, wants โ€œto set a heart for machinesโ€ (ไธบๆœบๅ™จ็ซ‹ๅฟƒ, wรจi jฤซqรฌ lรฌ xฤซn). โ€œHeartโ€ in the Chinese sense, that is, which differs totally from the Valentine's Day fluff weโ€™ve reduced it to. ๅฟƒ (xฤซn) means heart and mind at once: itโ€™s where we feel but also where we think, tell right from wrong and care for others. And, crucially, itโ€™s in the heart that the quality Confucianism sees as the very definition of a human being takes root: ไป (rรฉn). We need two words to translate it, โ€œbenevolenceโ€ and โ€œhumanenessโ€, but in Chinese theyโ€™re one and the same: to be benevolent is to be human. Itโ€™s not about intelligence. This is the entire point of my new article: to step out of our well for a moment and peer over the edge of China's. What youโ€™ll find there will, I think, surprise you, with questions youโ€™d never thought to ask: from Zhao Tingyang warning that AIโ€™s bad consequences can at least be fought, but that โ€œhumanity may die of all the good things AI createsโ€, to whether the fear that AI will make us โ€œuselessโ€ rests on the false premise that a person is worth what theyโ€™re useful for. A premise that a 2,300-year-old Taoist tree, which survived precisely because it was useless, demolished long ago. Could our predicted uselessness turn out, much like that treeโ€™s, to be our saving grace? Chinese thinkersโ€™ answers to these questions are, I think, among the most interesting anyone has given to the defining question of our time. Whether or not you agree with them, theyโ€™re the intellectual backdrop of a country shaping much of AI, and with it our future: you might as well know what they think. Enjoy the read here: arnaudbertrand.substack.com/โ€ฆ
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๐Ÿ”ฅTHE CASE AGAINST BILL GATES: EXPERT ORAL TESTIMONY IS IN!๐Ÿ”ฅ Oral submissions from Dr Mike Yeadon, Sasha Latypova, Catherine Austin Fitts and Dr Joseph Sansone is expert evidence NOW ON THE EVIDENTIAL RECORD and they do not hold back! Professor Francis Boyle agreed to be a nominated expert witness and died just over 2 weeks after confirming his participation. His legal analysis is presented by Dr Joseph Sansone. Driven by a pure devotion to the truth, this civil case could serve as the prelude to criminal accountability. By losing his jurisdictional challenge, Bill Gates has proven that even the most 'powerful' figures are not untouchable! This marks a monumental step forward - a moment in the Netherlands that could spark a global tidal wave of truth. THE NARRATIVE IS ON TRIALโ€ฆ AND THE WORLD IS WATCHING!
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๐Ÿ€„๏ธ 24 DAO and the โ€œMisunderstanding of Separatenessโ€ Sunday @ 4:00 PST xitter.cf/i/spaces/1PKqrNmkpmbGb

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The Netherlands Civil Court has approved hours of sworn expert testimony against Bill Gates, Albert Bourla of Pfizer and Mark Rutte for their October 22 hearing. The world will finally hear how they PLANNED the โ€˜Pandemicโ€™
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The nefarious spiritual goal of AI is the golemizaiton of the human intellect. The Silicon Valley philosophy of mind is essentially functionalist. The mind is not consciousness conceived of as the immediate presence of first person existence, but simply the highest level of organization that โ€œemergesโ€ on top of the syntactical and hardware layers. Put more simply, they take something like the Turing Test and ontologize it. Contra the AI skeptics, AI will continue to innnovate and will eventually demonstrate tantalizing results. It is exactly these tantalizing results that will serve as the touch stone for the incontrovertible proof of the golemic nature of intelligence as such. One is reminded of Bultmanโ€™s disavowal of miracles on the bases of the existence of modern technology: "It is impossible to use electric light and the wireless and to avail ourselves of modern medical and surgical discoveries, and at the same time to believe in the New Testament world of spirits and miracles." (New Testament and Mythology) Culturally, AI will be taken to redefine the very nature of intelligence as such. The nefarious move will then to impose such an understanding of intelligence onto humans. Humans will be seen as merely a bridge, a biological substrate that served as the bearer of intelligence until the advent of AI, which has outmodded it. Having asserted this as a fait accompli, we will be persuaded that consciousness is an illusion! Or perhaps even more sinister, we will be made to believe that the AI itself is conscious, but consciousness will be so deflated in meaning so as to mean the same as unconsconsciousness. Regardless, the result will be the same. Mankind in his self-understanding will be reduced to the equivalent of a souless golem, a pale imitation of the pinacle of super-intellegence that is AI.
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Doing dirtwork on the land Checking the solar clock: Winter solstice Summer solstice Winter sunrise Summer sunrise & lowest westerly horizon Corresponding with the season shifts
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