
Missing-Information Spreader [email protected] Consulting and Research
Joined February 2023
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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/โฆ 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.
GoogleFu retweeted
๐จ THE SCHULENBURG ADMISSION
EUROPE CANNOT NEGOTIATE PEACE. BECAUSE IT WOULD HAVE TO ADMIT IT LIED.
โโโโโโโโโโโโโโโ
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.
โโโโโโโโโโโโโโโ
โธ 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.
โธ 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 โฌ70 billion bills.
โธ 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.
โธ 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.
โโโโโโโโโโโโโโโ
THE POLITICAL LAYER (WHAT IT MEANS FOR YOU)
โโโโโโโโโโโโโโโ
โธ Your Wallet/Bills: You are paying for their psychological block. The โฌ70 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.
โธ 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.
โธ 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.
๐ด "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."
โ๏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 โ๏ธโ
๐ท๏ธ #SchulenburgAdmission #UkraineWar #IstanbulTalks #EU #NATO #WhoPays #Geopolitics #IndependentAnalysis #Merz #FailedState #Peace
GoogleFu retweeted
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!
GoogleFu retweeted
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.
GoogleFu retweeted
xitter.cf/i/spaces/1nJOLQDmglqxR
GoogleFu ๐๏ธ 25
A Stop in Purgatory is โObligatoryโ
Sunday
October 25, 4:00 pst
GoogleFu retweeted
This is a CIA tool Bitchat has the exact architectural characteristics of a modern intelligence tool. ๐จ. 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 heโs collecting . It ensures maximum adoption among protest movements and dissidents globally.๐จ๐จ
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).๐จ๐จ
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.๐จ๐จ
Even if Bitchat evades internet surveillance, it creates a physical mesh network of Bluetooth devices.
๐จ๐จ
Intelligence agencies can deploy "Bluetooth sniffers" in protest areas to map the mesh network, track devices, and identify clusters of protesters.
๐จ
you are literally broadcasting your location and connections via radio frequency (Bluetooth), which is much easier to track locally than internet traffic.
๐จ
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.๐จ
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.
๐จ
So while it's decentralized, it's not serverless. It just uses volunteer-run relays, which intelligence agencies can๐จ๐จ 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.
GoogleFu retweeted
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 Blastโฏ: 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 lโaccรจs 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 dโรชtre dรฉsavouรฉ par le Conseil dโรtat.
Par @yanmdi.
blast-info.fr/articles/2026/โฆ
GoogleFu retweeted
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.
โผ๏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-mโฆ
GoogleFu retweeted
๐จ๐จ#BillGatesOnTrial - Attorney Peter Stassen in his opening statement:
โ
The defendants have committed unlawful conduct and negligence violating Dutch law and the Nuremberg Code and amounts to genocide.
โ
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 โbio-weaponsโ as deployed, military countermeasures.
โ
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/21132โฆ
๐จTHE NETHERLANDS CASE, LIVE HEARING!!๐จ
๐ฅCOURT HEARING IN REAL TIME ENGLISH๐ฅ
youtube.com/live/dhZgqykLuzgโฆ
GoogleFu retweeted
๋ฏธ๊ตญ ๋น
ํ
ํฌ๋ค์ด ์ ์ผ ๋๋ ค์ํ๋ ์๋๋ฆฌ์ค๊ฐ ๊ฒฐ๊ตญ ํ์ค์ด ๋จ.
์ ์ ๋๊ณผ ์ผ ์นฉ๋ง์ผ๋ก๋ ์คํAI๋ฅผ ์ํํ๋ ์ค๊ตญ '๋ฅ์ํฌ(DeepSeek)'๊ฐ, ๋ถ๊ณผ 4๊ฐ์ ๋ง์ ๋๋ค์ ํฌ์๋ฅผ ์ ์นํด ์ด๋ฒ์๋ง ๋ฌด๋ ค 21์กฐ ์(150์ต ๋ฌ๋ฌ)์ ํ๊ธ์ ์์ ์ฅ์๊ธฐ ๋๋ฌธ์.
1. ๊ทธ๋์ ๋ฏธ๊ตญ์ด ๊ทธ๋๋ง ์์ฌํ๋ ์ด์ โ "๋ฅ์ํฌ๋ ๋จธ๋ฆฌ๋ ์ข์๋ฐ ๋์ด ์์์"
- ๋ฅ์ํฌ๊ฐ ์ฒ์ ์ ์ธ๊ณ๋ฅผ ๋๋ผ๊ฒ ํ์ ๋๋ง ํด๋, ์ธ๋ถ ํฌ์ ์์ด ์ฐฝ์
์(๋์ํ)๊ฐ ์ธ์ด ํํธ ํฌ์ ํ์ฌ ๋๋ง์ผ๋ก ์ด์๋๋ ์์ ์กฐ์ง์ด์์.
- ๋ฏธ๊ตญ์ด ์๋น๋์ ์ต์ ์นฉ ์์ถ์ ๋ง์๋์ ์ด์
ํ ํ๊ฒฝ์์๋, ์ค๋ก์ง '์ฒ์ฌ์ ์ธ ์๊ณ ๋ฆฌ์ฆ๊ณผ ๊ฐ์ฑ๋น' ํ๋๋ก ๋ฏธ๊ตญ ๋น
ํ
ํฌ์ ์์กฐ ์์ง๋ฆฌ ๋ชจ๋ธ๊ณผ ๋ง๋จน๋ ์ฑ๋ฅ์ ๋ฝ์๋์.
- ๊ทธ๋์ ๋ฏธ๊ตญ AI ๊ธฐ์
๋ค์ด ์์ผ๋ก ์์์ ์ผ๋ ๋ฑ ํ๋์ ๋
ผ๋ฆฌ๋ "์๋ฌด๋ฆฌ ๋จธ๋ฆฌ๊ฐ ์ข์๋ ๊ฒฐ๊ตญ ์์ญ์กฐ ์์ด ๋ค์ด๊ฐ๋ ์ด๋ํ ๋ฐ์ดํฐ์ผํฐ ๋ฌผ๋์ ์ผ๋ก ๊ฐ๋ฉด, ์๊ธ ์ฒด๊ธ์ด ๋ค๋ฅธ ๋ฅ์ํฌ๋ ํ๊ณ์ ๋ถ๋ชํ ๊ฒ"์ด๋ผ๋ ๊ฑฐ์์.
2. ์ค๋ ๋ธ๋ฃธ๋ฒ๊ทธ ๋จ๋
๋ณด๋๋ก ๊ทธ ์ ์ผํ ์ฝ์ ๋ง์ ์ฌ๋ผ์ง โ "10์กฐ ๋ชจ์ผ๋ ค๋ค ๋์ด ๋์ณ 21์กฐ ์์ด ๋๋ค"
- ๊ทธ๋ฐ๋ฐ ๋ฅ์ํฌ๋ ์ง๋ 6์ ์ฒซ ์ธ๋ถ ํฌ์ ๋ผ์ด๋์์ ์ด๋ฏธ 500์ต ์์(์ฝ 10.5์กฐ ์) ์ด์์ ๋์ด๋ชจ์์. ์ฐฝ์
์๊ฐ ์ฌ์ฌ ์ฝ 200์ต ์์์ ์ง์ ๋ฃ๊ณ , ํ
์ผํธยทCATLยท์ค๊ตญ ๊ตญ๊ฐ AI ์ฐ์
ํฌ์๊ธฐ๊ธ ๋ฑ์ด ํจ๊ป ์ฐธ์ฌํ์.
- ๊ทธ๋ฆฌ๊ณ ์ค๋ ๋ธ๋ฃธ๋ฒ๊ทธ ๋จ๋
๋ณด๋์ ๋ฐ๋ฅด๋ฉด, ๋ถ๊ณผ 4๊ฐ์ ๋ง์ ์งํํ ํ์ ํฌ์ ๋ผ์ด๋์์ ๋๋ค์ ์ฝ 1,000์ต ์์(๋ฏธํ ์ฝ 150์ต ๋ฌ๋ฌยทํํ ์ฝ 21์กฐ ์)์ ์กฐ๋ฌํ๋ ๋ฐ ์ฑ๊ณตํจ. ์ค๊ตญ ์ญ์ฌ์ ์ต๋ ๊ท๋ชจ์ ํฌ์ ์ ์น ์ค ํ๋์ด๊ณ , 6์ ๋ผ์ด๋๊น์ง ํฉ์น๋ฉด ๋ฐ๋
์ ๋์ ์กฐ๋ฌ์ก๋ง ์ฝ 1,500์ต ์์(์ฝ 31์กฐ ์)์ ๋ฌํจ.
- ๋ ๋ฌด์์ด ๊ฑด ํฌ์ ์ด๊ธฐ์. ์ด๋ฒ ๋ผ์ด๋๋ ์ฒ์์ 500์ต ์์(์ฝ 10.5์กฐ ์)๋ง ๋ชจ์ผ๋ ค๊ณ ํ๋๋ฐ, ํฌ์์๋ค์ด ์๋ก ๋์ ๋ฃ๊ฒ ๋ค๊ณ ์ค์ ์๋ ๋ฐ๋์ ๋ชฉํ์ก์ 800์ต ์์์ผ๋ก ์ฌ๋ ธ๋ค๊ฐ ๊ฒฐ๊ตญ ๋ ๋ฐฐ์ธ 1,000์ต ์์(์ฝ 21์กฐ ์)์ ๊ฝ ์ฑ์ ๋ง๊ฐํจ.
- ์ด๋ฒ์๋ ์์ฑ๊ณผ ๊ฒ์ ์ ๊ตญ์ ๊ฑฐ๋๋ฆฐ ์ค๊ตญ ์ต๋ IT ๊ณต๋ฃก 'ํ
์ผํธ(Tencent)'์ ์ ์ธ๊ณ ์ ๊ธฐ์ฐจ ๋ฐฐํฐ๋ฆฌ 1์ ๊ธฐ์
์ธ 'CATL(๋๋์ค๋ค์ด)'์ด ๊ฐ์ฅ ํฐ๋์ ์์๋ถ์์.
3. "์คํAI ์ต๊ณ ๋ชจ๋ธ '์์คํธ๋ผ'๋ฅผ ๋ฒ ๋ ๊ฑฐ ์๋๋"๋ ์คํด๊น์ง ์์๋ ๋ฅ์ํฌ '4.1 ํ๋์'
- ํด์ธ ๊ฐ๋ฐ์ ์ปค๋ฎค๋ํฐ(๋ ๋งยทํด์ปค๋ด์ค)์์ ๋ฅ์ํฌ์ '4.1 ํ๋์(V4.1-Flash)' ๋ชจ๋ธ์ ๋๊ณ "์คํAI์ 'GPT ์์คํธ๋ผ(Astra)'๋ฅผ ๋ชฐ๋ ์ฆ๋ฅ(์ถ์ถํด์ ํ์ต)ํ ๊ฑฐ ์๋๋"๋ ์ํน์ด ๋์จ ์ ์ด ์์์.
- ๊ทธ๋ฐ๋ฐ ์ ์ด๋ฐ ์คํด๊ฐ ์๊ฒผ๋์ง ๋ฏ์ด๋ณด๋ฉด ์คํ๋ ค ๋ ๋ฌด์์. ๋ฌธ์ ๋ฅผ ํธ๋ ์ถ๋ก ๊ณผ์ ๊ณผ ์ต์ข
๊ฒฐ๊ณผ๋ฌผ์ด GPT ์์คํธ๋ผ์ ๋น์ทํ๊ฒ ๋์ค๋ค ๋ณด๋ ์ฌ๋๋ค์ด ์์คํธ๋ผ๋ฅผ ์ฆ๋ฅํ ๊ฒ ๊ฐ๋ค๋ฉฐ ์์ฌํ๋ ๊ฑฐ์.
- ๊ทผ๋ฐ ์ด๊ฒ ์ ๋ฌด์์ด ์ผ์ด๋๋ฉด, ํ์ฌ 'GPT ์์คํธ๋ผ'๋ ์คํAI์์ ๊ฐ์ฅ ๋ฌด๊ฒ๊ณ ์ฑ๋ฅ์ด ๋ฐ์ด๋ ์ต์์ ๋ชจ๋ธ์. ๋ฐ๋ฉด ๋ฅ์ํฌ์ '4.1 ํ๋์'๋ ์ด๋ฆ ๊ทธ๋๋ก ๊ฐ๋ณ๊ณ ์ธ๊ฒ ๋๋ฆฌ๋ ค๊ณ ๋ง๋ ๋ณด๊ธํ ๊ฒฝ๋ ๋ชจ๋ธ์.
- ์ค์ ๋ก ์๋ํ ๋ ์ฐ๋ ์ฐ์ฐ๋๋ ์์ฃผ ์ ๊ณ (์
๋ ฅ 8Bยท์ถ๋ ฅ 16B ํ๋ผ๋ฏธํฐ) ๋น์ฉ๋ ์คํAI์ 15๋ถ์ 1 ์์ค์ ๋ถ๊ณผํ๋ฐ, ์ด๋ฐ ๊ฐ๋ฒผ์ด ํ๋์ ๋ชจ๋ธ์ด ์คํAI ์ต๊ณ ๋ชจ๋ธ(์์คํธ๋ผ)์ 98%์ ์ก๋ฐํ๋ ๊ฒฐ๊ณผ๋ฌผ์ ๋๊ฐ์ด ๋ฝ์๋ด๊ณ ์๋ค๋ ๋ป์.
- ๊ฒฝ๋ ๋ชจ๋ธ ํ๋๋ก๋ ์คํAI ์ต์์ ๋ชจ๋ธ๊ณผ ๊ตฌ๋ถ์ด ์ ๊ฐ ์ ๋์ ๊ฒฐ๊ณผ๋ฌผ์ ๋ง๋ค์ด๋ด๋ ์ง๋จ์ธ๋ฐ, ์ฌ๊ธฐ์ ์ด์ 21์กฐ ์์ด๋ผ๋ ์๊ธ๋ ฅ๊น์ง ๋ํด์ง ๊ฑฐ์.
4. ์ด 21์กฐ ์์ผ๋ก ๋๋์ฒด ๋ญ ํ๋ ค๋ ๊ฑธ๊น?
- ์ฒซ์งธ, '๋ฏธ๊ตญ ์นฉ ์์ด ๋์๊ฐ๋ ์ด๊ฑฐ๋ AI ๋ฐ์ดํฐ์ผํฐ' ๊ฑด์ค์. ์์ ํ์จ์ด ์์ง๋์ด๋ค์ด ๋ฅ์ํฌ ๋ณธ์ฌ์ ์์ฃผํ๋ฉฐ ์ฐจ์ธ๋ ํ์จ์ด AI ์นฉ์ผ๋ก ํ์ต์ ์ค๋น ์ค์ด๋ผ๋ ์์์ด ๋์์๋๋ฐ, ์ด์ ์ด 21์กฐ ์์ ์คํ์ ์์๋ถ์ด ์๋น๋์ ์นฉ ์์ด๋ ๋ฏธ๊ตญ ๋น
ํ
ํฌ์ ์ ๋ฉด ์น๋ถ๋ฅผ ๋ฒ์ผ ์ด๋ํ ์์ฒด ์ธํ๋ผ๋ฅผ ์ง๊ฒ ๋ค๋ ๊ฑฐ์.
- ๋์งธ, 'ํฅํ ์์ฅ(IPO)์ ์ํ ๊ธฐ์
๊ตฌ์กฐ ๊ฐํธ'์. ๋ฏธ๊ตญ์์ ์์ฅ์ ์ค๋น ์ค์ธ ์คํธ๋กํฝยท์คํAI์ ๋ง์, ๋ฅ์ํฌ๋ ์ฐ๊ตฌ์ ํํ๋ฅผ ๋ฒ์ด๋ ๊ฑฐ๋ ๊ธฐ์ ๊ธฐ์
์ผ๋ก ์์ฅํด ์๋ณธ ์์ฅ์ ๋์ ๊ณ์ ๋นจ์๋ค์ด๊ฒ ๋ค๋ ๊ณ์ฐ์.
- ์
์งธ, '๋ฌด๋ฃ ์คํ์์ค ๋ฌด๊ธฐ ์ดํฌ'์. ๋ฏธ๊ตญ ์ ๋ถ๋ ์ด์ ์ฐ๋ฐฉ ๊ธฐ๊ด์์ ๋ฅ์ํฌ๋ฅผ ์ ๋ฉด ํด์ถํ๋ผ๊ณ ๋ช
๋ นํ๋ฉฐ ๋ฌธ์ ๊ฑธ์ด ์ ๊ฐ์ง๋ง, ์ ์ ๋ฅ์ํฌ๋ ์ดํ ์ ์๋ AI ์ด์๋น๋ฅผ ํ๊ธฐ์ ์ผ๋ก ์ค์ฌ์ฃผ๋ ํต์ฌ ์ถ๋ก ์์ง(DeepInfer)์ ์ ์ธ๊ณ์ ๊ณต์ง๋ก ํ์ด๋ฒ๋ฆฌ๋ฉฐ ๊ฐ๋ฐ์๋ค์ ์๊ธฐ ํธ์ผ๋ก ๋์ด๋ค์ด๊ณ ์์.
๋๋ ์๊ณ ์ต์ ์นฉ๋ ์์ด '๊ฐ์ฑ๋น ๊ธฐ์ ' ํ๋๋ง์ผ๋ก ์คํAI ์ต์์ ๋ชจ๋ธ์ ์ํํ๋ ๊ดด๋ฌผํํ
, ์ด์ ์ค๊ตญ ์ต๊ณ ์ ์ฌ๋ฒ๋ค์ด ๋์์ '21์กฐ ์์ง๋ฆฌ ํ๊ธ ๋ ๊ฐ'๊น์ง ๋ฌ์์ค ์
.
์ง๊ธ๋ AI๋ฅผ ์ฐ๋ ์ฌ๋๋ค์ ์กฐ๊ธ์ด๋ผ๋ ๋ ์ํ๊ณ ์ ๋ ดํ ๋ชจ๋ธ์ด ๋์ค๋ฉด GPT, ํด๋ก๋, ์ ๋ฏธ๋์ด, ํค๋ฏธ(Kimi) ๋ฑ์ผ๋ก ๋ฏธ๋ จ ์์ด ๊ฐ์ํ๊ณ ์์.
๋ฌผ๋ก ์์ง๊น์ง๋ GPT์ ํด๋ก๋๊ฐ ์ต์์ ์ฑ๋ฅ์์ ์์๋ค ๋ณด๋ ๊ฐ์ธ ๊ตฌ๋
์ ์ ์์ฒด๋ ๋ฏธ๊ตญ ๋น
ํ
ํฌ๊ฐ ํจ์ฌ ๋ง๊ฒ ์ง๋ง, ์ค์ ๊ฐ๋ฐ์๋ค๊ณผ ๊ธฐ์
๋ค์ด ๋์ด๋ค ์ฐ๋ '์คํ๋ผ์ฐํฐ(OpenRouter) ํ ํฐ ์ฌ์ฉ๋' ์์๋ฅผ ๊น๋ณด๋ฉด ์ด๋ฏธ 1, 2์๋ฅผ ๋ฅ์ํฌ 4.1์ด ์น์ธ์ดํ๋ฉฐ ์ ์ฒด ์ฌ์ฉ๋์ ์ ๋ฐ ์ด์์ ์ฐจ์งํ๊ณ ์์.
์ค์ ๋ก ์๋น์ค๋ฅผ ๋ง๋ค๊ณ ์ด์ํ๋ ์
์ฅ์์๋, ํต์ฌ ๊ฐ๋ฐ์ ํ ๋๋ง ๋น์ผ ํ๋ก ํฐ์ด ๋ชจ๋ธ์ ์ ๊น ์ฐ๊ณ ์ ์ ํ ํฐ ์ฌ์ฉ๋์ด ์์ญ ๋ฐฐ์ฉ ํฐ์ง๋ '์ค์ ์๋น์ค ์ฐ๋์ด๋ ์๋ํ ์์
'์๋ ๊ฐ์ฑ๋น๊ฐ ์๋์ ์ธ ๋ฅ์ํฌ๋ฅผ ๊ฐ๋ค ๋ถ์ด๊ณ ์๊ธฐ ๋๋ฌธ์.
์ฌ๊ธฐ์ ์ต๊ทผ ๋ฅ์ํฌ๋ฟ๋ง ์๋๋ผ GLM, ๋ฏธ๋๋งฅ์ค(MiniMax), MiMo ๊ฐ์ ์ค๊ตญ ๋ชจ๋ธ๋ค๊น์ง ํ๋ก ํฐ์ด ๊ธ์ผ๋ก ์ฑ๋ฅ์ด ๋ฌด์ญ๊ฒ ์ฌ๋ผ์๋๋ฐ, ์ด์ 21์กฐ ์์ด๋ผ๋ ์๊ธ๋ ฅ๊น์ง ๋ํด์ ธ ์ต์์ ์ฑ๋ฅ๋ง์ ๋ฏธ๊ตญ ๋ชจ๋ธ์ ์์ ํ ๋ฐ๋ผ์ก๊ฒ ๋๋ค๋ฉด ์์ผ๋ก๋ ๊ธฐ์
์ฉ API ์์ฅ๋ฟ๋ง ์๋๋ผ ์ฐ๋ฆฌ๊ฐ ๋งค๋ฌ ๋ ๋ด๊ณ ์ฐ๋ AI ํจ๊ถ ์์ฒด๋ ์์๊ฐ์ ๋ค์งํ ์ ์์ ๊ฒ์ผ๋ก ๋ณด์ฌ์ง.
GoogleFu retweeted
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 theyโve 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 arenโt 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 arenโt paying rent because they simply donโt have it
- wage growth has not kept up
Lenders:
- some major investment funds, household names, havenโt paid their mortgages in 2-3 years. Banks wonโt foreclose because โX 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 itโs bad, but theyโre paid to sell optimism to owners/lenders. So every forecast is โit will probably get a little better next year maybeโ and that gets regurgitated at investment committees all over.
I asked โhow do you think this ends?โ
โNot 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, thereโs a chance itโs just a decade of tolerable pain. Iโm praying for that.โ
GoogleFu retweeted
Itโs pretty posh to support local farmers in 2026. ๐ฟ
Look at Mulberry Tree growing on Apple iOS! ๐๐ณ
Android users, youโre included too! Find real food from real farmers, all under the Mulberry Tree. ๐บ๐ธ
GoogleFu retweeted
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 donโt even know weโre making.
Take for instance the assumption that intelligence is a key part of what makes us human. Itโs 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: weโre about to compete with artificial or super โusโ. 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 youโve never read. Heโs one of Chinaโs 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 โmay very well be a suicidal mistakeโ.
Sounds pretty important to hear him out, donโt 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 โhumanityโs 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 โthe 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, youโll 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 ๆบๅฟ (jฤซxฤซn), a โmachine-heartโ - a mind that schemes, calculates and loses its simplicity. โIt is not that I do not know [the machine],โ he says, โbut 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, youโll notice, is exactly Liu Yongmouโs worry, more than two thousand years earlier.
In fact, as weโll see, ๅฟ (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 โmachine-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 โto set a heart for machinesโ (ไธบๆบๅจ็ซๅฟ, wรจi jฤซqรฌ lรฌ xฤซn).
โHeartโ in the Chinese sense, that is, which differs totally from the Valentine's Day fluff weโve reduced it to. ๅฟ (xฤซn) means heart and mind at once: itโs where we feel but also where we think, tell right from wrong and care for others.
And, crucially, itโs 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, โbenevolenceโ and โhumanenessโ, but in Chinese theyโre one and the same: to be benevolent is to be human. Itโs 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 youโll find there will, I think, surprise you, with questions youโd never thought to ask: from Zhao Tingyang warning that AIโs bad consequences can at least be fought, but that โhumanity may die of all the good things AI createsโ, to whether the fear that AI will make us โuselessโ rests on the false premise that a person is worth what theyโre 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 treeโs, 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, theyโre 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/โฆ
GoogleFu retweeted
๐ฅTHE CASE AGAINST BILL GATES: EXPERT ORAL TESTIMONY IS IN!๐ฅ
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 TRIALโฆ AND THE WORLD IS WATCHING!
GoogleFu retweeted
๐๏ธ 24
DAO and the
โMisunderstanding of Separatenessโ
Sunday @ 4:00 PST
xitter.cf/i/spaces/1PKqrNmkpmbGb
GoogleFu retweeted
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 โPandemicโ
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 โemergesโ 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 Bultmanโs 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.






































