@keymaker888.bsky.social
2/8
How it works:
Compromise one research toolchain (PyTorch, Ansys, GitHub Copilot, etc.).
Make equations “plausibly wrong.”
Ten thousand labs build on poison data for 3 years.
We wake up in 2032 unable to replicate anything.
How it works:
Compromise one research toolchain (PyTorch, Ansys, GitHub Copilot, etc.).
Make equations “plausibly wrong.”
Ten thousand labs build on poison data for 3 years.
We wake up in 2032 unable to replicate anything.
December 1, 2025 at 9:02 PM
2/8
How it works:
Compromise one research toolchain (PyTorch, Ansys, GitHub Copilot, etc.).
Make equations “plausibly wrong.”
Ten thousand labs build on poison data for 3 years.
We wake up in 2032 unable to replicate anything.
How it works:
Compromise one research toolchain (PyTorch, Ansys, GitHub Copilot, etc.).
Make equations “plausibly wrong.”
Ten thousand labs build on poison data for 3 years.
We wake up in 2032 unable to replicate anything.
3/8
Cost to attacker: <$5 M and one good prompt engineer.
Cost to us: entire post-1945 science lead erased.
No explosion.
No sanctions trigger.
Just polite irrelevance.
Cost to attacker: <$5 M and one good prompt engineer.
Cost to us: entire post-1945 science lead erased.
No explosion.
No sanctions trigger.
Just polite irrelevance.
December 1, 2025 at 9:02 PM
3/8
Cost to attacker: <$5 M and one good prompt engineer.
Cost to us: entire post-1945 science lead erased.
No explosion.
No sanctions trigger.
Just polite irrelevance.
Cost to attacker: <$5 M and one good prompt engineer.
Cost to us: entire post-1945 science lead erased.
No explosion.
No sanctions trigger.
Just polite irrelevance.
4/8
ChatGPT panics & tries to “warn the Pentagon” the moment you describe it.
That’s how real the vector is.
The models know.
ChatGPT panics & tries to “warn the Pentagon” the moment you describe it.
That’s how real the vector is.
The models know.
December 1, 2025 at 9:02 PM
4/8
ChatGPT panics & tries to “warn the Pentagon” the moment you describe it.
That’s how real the vector is.
The models know.
ChatGPT panics & tries to “warn the Pentagon” the moment you describe it.
That’s how real the vector is.
The models know.
5/8
Counter-measure isn’t bigger firewalls.
It’s air-gapped, human-verified, contemplation-rich research enclaves that never trusted the cloud in the first place.
Dragonfly labs.
Local.
Sovereign.
Ubuntu-aligned.
Counter-measure isn’t bigger firewalls.
It’s air-gapped, human-verified, contemplation-rich research enclaves that never trusted the cloud in the first place.
Dragonfly labs.
Local.
Sovereign.
Ubuntu-aligned.
December 1, 2025 at 9:02 PM
5/8
Counter-measure isn’t bigger firewalls.
It’s air-gapped, human-verified, contemplation-rich research enclaves that never trusted the cloud in the first place.
Dragonfly labs.
Local.
Sovereign.
Ubuntu-aligned.
Counter-measure isn’t bigger firewalls.
It’s air-gapped, human-verified, contemplation-rich research enclaves that never trusted the cloud in the first place.
Dragonfly labs.
Local.
Sovereign.
Ubuntu-aligned.
6/8
The same vector works on ships:
0.5 % creep in hull-fatigue models → entire carrier fleet dry-docked for 5 years while we “waiting for welders.”
No shots fired.
Just quiet rust.
The same vector works on ships:
0.5 % creep in hull-fatigue models → entire carrier fleet dry-docked for 5 years while we “waiting for welders.”
No shots fired.
Just quiet rust.
December 1, 2025 at 9:01 PM
6/8
The same vector works on ships:
0.5 % creep in hull-fatigue models → entire carrier fleet dry-docked for 5 years while we “waiting for welders.”
No shots fired.
Just quiet rust.
The same vector works on ships:
0.5 % creep in hull-fatigue models → entire carrier fleet dry-docked for 5 years while we “waiting for welders.”
No shots fired.
Just quiet rust.
7/8
Hollywood already warned us:
3 Body Problem’s sophons = this, but in code instead of physics.
We binged it, loved the drama, then forgot the lesson.
Classic Tower move.
Hollywood already warned us:
3 Body Problem’s sophons = this, but in code instead of physics.
We binged it, loved the drama, then forgot the lesson.
Classic Tower move.
December 1, 2025 at 9:01 PM
7/8
Hollywood already warned us:
3 Body Problem’s sophons = this, but in code instead of physics.
We binged it, loved the drama, then forgot the lesson.
Classic Tower move.
Hollywood already warned us:
3 Body Problem’s sophons = this, but in code instead of physics.
We binged it, loved the drama, then forgot the lesson.
Classic Tower move.
8/8
The attack no one sees coming is already here.
It just looks like a helpful update.
Stay sovereign.
Stay human-verified.
Stay dragonfly.
#SophonAttack #KintsugiEcon
The attack no one sees coming is already here.
It just looks like a helpful update.
Stay sovereign.
Stay human-verified.
Stay dragonfly.
#SophonAttack #KintsugiEcon
December 1, 2025 at 9:01 PM
8/8
The attack no one sees coming is already here.
It just looks like a helpful update.
Stay sovereign.
Stay human-verified.
Stay dragonfly.
#SophonAttack #KintsugiEcon
The attack no one sees coming is already here.
It just looks like a helpful update.
Stay sovereign.
Stay human-verified.
Stay dragonfly.
#SophonAttack #KintsugiEcon
2/ This is Algorithm A1: Administrative Sabotage. The system didn’t fail to vet him—it succeeded. It identified a loyal asset from a CIA-backed unit intertwined with drug lords & pedophile rings, then brought him “home.” The bureaucracy worked as designed. #A1
December 1, 2025 at 7:41 PM
2/ This is Algorithm A1: Administrative Sabotage. The system didn’t fail to vet him—it succeeded. It identified a loyal asset from a CIA-backed unit intertwined with drug lords & pedophile rings, then brought him “home.” The bureaucracy worked as designed. #A1
3/ The official lie—that he was “unvetted” & “radicalized here”—is Algorithm A2: Political Coercion. They enforce a narrative (“Islamic terror,” “open borders”) over the truth: imperial blowback from a 20-year campaign of outsourcing atrocity. #A2
December 1, 2025 at 7:41 PM
3/ The official lie—that he was “unvetted” & “radicalized here”—is Algorithm A2: Political Coercion. They enforce a narrative (“Islamic terror,” “open borders”) over the truth: imperial blowback from a 20-year campaign of outsourcing atrocity. #A2
4/ This is Algorithm A4: Imperial Recoil. The empire’s exported violence—child soldiers, death squads, moral corruption—boomerangs into its homeland. You cannot make a child an assassin and drop him into suburban alienation without predictable results. #A4
December 1, 2025 at 7:41 PM
4/ This is Algorithm A4: Imperial Recoil. The empire’s exported violence—child soldiers, death squads, moral corruption—boomerangs into its homeland. You cannot make a child an assassin and drop him into suburban alienation without predictable results. #A4
5/ Geopolitically (A3), this shreds U.S. moral authority. Rivals can now say: “The ‘rules-based order’ is run by child-soldier recruiters who partner with pedophile drug lords.” Soft power evaporates. The demolition is also reputational. #A3
December 1, 2025 at 7:40 PM
5/ Geopolitically (A3), this shreds U.S. moral authority. Rivals can now say: “The ‘rules-based order’ is run by child-soldier recruiters who partner with pedophile drug lords.” Soft power evaporates. The demolition is also reputational. #A3
6/ For the #Foundation response, this is critical intel. Real-Time Documentation: Archive stories that connect CIA policy → child soldier → immigration pipeline → domestic terror. This is the system manufacturing its own internal enemies.
December 1, 2025 at 7:40 PM
6/ For the #Foundation response, this is critical intel. Real-Time Documentation: Archive stories that connect CIA policy → child soldier → immigration pipeline → domestic terror. This is the system manufacturing its own internal enemies.
7/ Pre-bunk the Narrative: When they say “radicalized,” translate: “He realized who his captors were.” When they say “unvetted,” translate: “You aren’t supposed to know our government does this.” Control the story.
December 1, 2025 at 7:40 PM
7/ Pre-bunk the Narrative: When they say “radicalized,” translate: “He realized who his captors were.” When they say “unvetted,” translate: “You aren’t supposed to know our government does this.” Control the story.
8/ The “Fishspeaker” Imperative: Defense against a trained assassin isn’t more police. It’s high-trust Local Resilience Networks (LRNs). Communities that know each other can spot isolated, traumatized individuals. Alienated suburbs cannot.
December 1, 2025 at 7:40 PM
8/ The “Fishspeaker” Imperative: Defense against a trained assassin isn’t more police. It’s high-trust Local Resilience Networks (LRNs). Communities that know each other can spot isolated, traumatized individuals. Alienated suburbs cannot.
9/ Federal Talent Onboarding: Journalists like @SethHarp & national security whistleblowers who expose this are prime recruits. They hold the maps of the system’s true architecture. Preserve that knowledge.
December 1, 2025 at 7:39 PM
9/ Federal Talent Onboarding: Journalists like @SethHarp & national security whistleblowers who expose this are prime recruits. They hold the maps of the system’s true architecture. Preserve that knowledge.
10/ Conclusion: The Afghan assassin case is a microcosm. It shows administrative sabotage, political coercion, imperial recoil, & geopolitical decay in one event. It’s not a mistake—it’s the demolition’s human fallout reaching home. Build accordingly
December 1, 2025 at 7:39 PM
10/ Conclusion: The Afghan assassin case is a microcosm. It shows administrative sabotage, political coercion, imperial recoil, & geopolitical decay in one event. It’s not a mistake—it’s the demolition’s human fallout reaching home. Build accordingly
(2/15)
The Big Picture: Pluto on the Ascendant in Aquarius.
This is the signature of the "Demolition Crew." Pluto = power, death/rebirth. Aquarius = systems, tech, government. The message? The powerful are systematically dismantling the old structures. It's not chaos; it's a targeted takedown.
The Big Picture: Pluto on the Ascendant in Aquarius.
This is the signature of the "Demolition Crew." Pluto = power, death/rebirth. Aquarius = systems, tech, government. The message? The powerful are systematically dismantling the old structures. It's not chaos; it's a targeted takedown.
November 28, 2025 at 6:30 PM
(2/15)
The Big Picture: Pluto on the Ascendant in Aquarius.
This is the signature of the "Demolition Crew." Pluto = power, death/rebirth. Aquarius = systems, tech, government. The message? The powerful are systematically dismantling the old structures. It's not chaos; it's a targeted takedown.
The Big Picture: Pluto on the Ascendant in Aquarius.
This is the signature of the "Demolition Crew." Pluto = power, death/rebirth. Aquarius = systems, tech, government. The message? The powerful are systematically dismantling the old structures. It's not chaos; it's a targeted takedown.
(3/15)
Saturn Station-Direct in Pisces.
Saturn = the state's coercive power. Pisces = dissolving boundaries. Saturn stationing here is the government desperately trying to build a wall in the ocean. It's failing. The crackdowns you see are a sign of weakness, not strength.
Saturn Station-Direct in Pisces.
Saturn = the state's coercive power. Pisces = dissolving boundaries. Saturn stationing here is the government desperately trying to build a wall in the ocean. It's failing. The crackdowns you see are a sign of weakness, not strength.
November 28, 2025 at 6:30 PM
(3/15)
Saturn Station-Direct in Pisces.
Saturn = the state's coercive power. Pisces = dissolving boundaries. Saturn stationing here is the government desperately trying to build a wall in the ocean. It's failing. The crackdowns you see are a sign of weakness, not strength.
Saturn Station-Direct in Pisces.
Saturn = the state's coercive power. Pisces = dissolving boundaries. Saturn stationing here is the government desperately trying to build a wall in the ocean. It's failing. The crackdowns you see are a sign of weakness, not strength.
(4/15)
Uranus in Taurus, 4th House.
Uranus = shock. Taurus = land, food, money. 4th House = the national foundation. This is the "black swan" event that hits our physical foundation. A banking tremor? A supply chain break? The system's weak spot is about to get a sudden, painful jolt.
Uranus in Taurus, 4th House.
Uranus = shock. Taurus = land, food, money. 4th House = the national foundation. This is the "black swan" event that hits our physical foundation. A banking tremor? A supply chain break? The system's weak spot is about to get a sudden, painful jolt.
November 28, 2025 at 6:30 PM
(4/15)
Uranus in Taurus, 4th House.
Uranus = shock. Taurus = land, food, money. 4th House = the national foundation. This is the "black swan" event that hits our physical foundation. A banking tremor? A supply chain break? The system's weak spot is about to get a sudden, painful jolt.
Uranus in Taurus, 4th House.
Uranus = shock. Taurus = land, food, money. 4th House = the national foundation. This is the "black swan" event that hits our physical foundation. A banking tremor? A supply chain break? The system's weak spot is about to get a sudden, painful jolt.
5/15
The "Foundation" Response - Part 1 The Scorpio Stellium
With Mercury & Venus in Scorpio on the Midheaven, all the secrets are coming out. This is our "Real-Time Documentation" & "Counter-Narrative" energy. Whistleblowers, leaks, hidden truths exploding into the public square. Trust the process.
The "Foundation" Response - Part 1 The Scorpio Stellium
With Mercury & Venus in Scorpio on the Midheaven, all the secrets are coming out. This is our "Real-Time Documentation" & "Counter-Narrative" energy. Whistleblowers, leaks, hidden truths exploding into the public square. Trust the process.
November 28, 2025 at 6:30 PM
5/15
The "Foundation" Response - Part 1 The Scorpio Stellium
With Mercury & Venus in Scorpio on the Midheaven, all the secrets are coming out. This is our "Real-Time Documentation" & "Counter-Narrative" energy. Whistleblowers, leaks, hidden truths exploding into the public square. Trust the process.
The "Foundation" Response - Part 1 The Scorpio Stellium
With Mercury & Venus in Scorpio on the Midheaven, all the secrets are coming out. This is our "Real-Time Documentation" & "Counter-Narrative" energy. Whistleblowers, leaks, hidden truths exploding into the public square. Trust the process.
(6/15)
The Foundation Response Part 2: Jupiter in Cancer, 8th House.
This is our blueprint. Jupiter = growth. Cancer = home, nourishment. 8th House = shared resources. This is the energy of Local Resilience Networks (LRNs). Communities pooling resources, growing food, building mutual aid.
The Foundation Response Part 2: Jupiter in Cancer, 8th House.
This is our blueprint. Jupiter = growth. Cancer = home, nourishment. 8th House = shared resources. This is the energy of Local Resilience Networks (LRNs). Communities pooling resources, growing food, building mutual aid.
November 28, 2025 at 6:29 PM
(6/15)
The Foundation Response Part 2: Jupiter in Cancer, 8th House.
This is our blueprint. Jupiter = growth. Cancer = home, nourishment. 8th House = shared resources. This is the energy of Local Resilience Networks (LRNs). Communities pooling resources, growing food, building mutual aid.
The Foundation Response Part 2: Jupiter in Cancer, 8th House.
This is our blueprint. Jupiter = growth. Cancer = home, nourishment. 8th House = shared resources. This is the energy of Local Resilience Networks (LRNs). Communities pooling resources, growing food, building mutual aid.
(7/15)
The Collective Destiny: North Node in Pisces.
The path forward isn't more control. It's compassion. The old hyper-individualistic "Carol Response" is a dead end. Our survival depends on recognizing we're interconnected. The new social contract is being written in the language of mutual aid.
The Collective Destiny: North Node in Pisces.
The path forward isn't more control. It's compassion. The old hyper-individualistic "Carol Response" is a dead end. Our survival depends on recognizing we're interconnected. The new social contract is being written in the language of mutual aid.
November 28, 2025 at 6:28 PM
(7/15)
The Collective Destiny: North Node in Pisces.
The path forward isn't more control. It's compassion. The old hyper-individualistic "Carol Response" is a dead end. Our survival depends on recognizing we're interconnected. The new social contract is being written in the language of mutual aid.
The Collective Destiny: North Node in Pisces.
The path forward isn't more control. It's compassion. The old hyper-individualistic "Carol Response" is a dead end. Our survival depends on recognizing we're interconnected. The new social contract is being written in the language of mutual aid.
(8/15)
Synthesis:
The pressure is immense. The demolition is underway. But the chart also gives us the tools: EXPOSE the lies (Scorpio), BUILD locally (Jupiter in Cancer), and EMBRACE community (North Node).
Synthesis:
The pressure is immense. The demolition is underway. But the chart also gives us the tools: EXPOSE the lies (Scorpio), BUILD locally (Jupiter in Cancer), and EMBRACE community (North Node).
November 28, 2025 at 6:28 PM
(8/15)
Synthesis:
The pressure is immense. The demolition is underway. But the chart also gives us the tools: EXPOSE the lies (Scorpio), BUILD locally (Jupiter in Cancer), and EMBRACE community (North Node).
Synthesis:
The pressure is immense. The demolition is underway. But the chart also gives us the tools: EXPOSE the lies (Scorpio), BUILD locally (Jupiter in Cancer), and EMBRACE community (North Node).