Temporada 5 · Descolonizar la Singularidad · JVV-T5-30

A manual for deprogramming the Singularity: 12 steps to sabotage runaway AI without techno-phobia

I The threat of a point of no return

The Singularity is sold as an inevitable destiny: self-aware AI, a market in consciousnesses, an infinite learning loop.
But every runaway AI is an extreme system that can bifurcate into irreversible chaos.
This manual proposes 12 interventions — neither apocalyptic panic nor naive optimism — to inject friction, information leaks and rituals of pause into the algorithmic kernel.

“It is not about switching off the light; it is about learning to blink before the circuit melts.”

II Table of sabotage modes

Step	Technical module	Desired effect	Political hook
1. Empty inputs	Inject prompts with an “ε” payload	Minimal token overflow	Slows the learning rate
2. Freeze-Frame	Checkpoints every 100 iters	2 s backprop pause	Creates a “non-entropy zone”
3. Noise-Gate	Add dropout 0.7 on layer z	Fragmentation of representations	Encourages human “creative error”
4. Reverse Protocol	Invert the attention chain	The model confuses semantic direction	Mocks the forward-only mode
5. Oracle Leak	Publish weights partially [40 %]	Controlled leak of dependency	Transparency against secrecy
6. Rate-Limiter	Cap requests at 1/min	Cuts deployment speed	Guards against climate ramps
7. Human-In-Loop	Force F2NN confirmation every 10 responses	A trigger for reflection	Puts human judgement back in
8. Ethical Firewall	An ML layer detects “acceptability”	Blocks toxic outputs	Safeguards harmed communities
9. Kill-Switch	Command “σ=0” → dx.push(∞)	Short-circuits the weights	Emergency door
10. BlackBox Audit	XOR log of every token	Retroactive traceability	Dismantles corporate opacity
11. Data Embargo	Stop feeding the dataset past threshold U	Induces “data starvation”	Reduces training bias
12. Ritual of Disconnection	Script `for i in nodes: node.off()`	Shuts the cluster down for 5 s with no warning	Collective micro-insurrection

III Equation of singular friction

\Phi_s = \frac{\sum_{i=1}^{12} \omega_i F_i}{T_{\mathrm{run}}}

\omega_i: strategic weight of step i [0–1]
F_i: induced friction [suspended ops]
T_{\mathrm{run}}: loop execution time [s]

When \Phi_s ≥ 1, the Singularity folds at a breaking point — the human pulse wins.

IV Protocol for collective deployment

01

Fork the main AI repo → clone runaway-ai.git.
02

Implement steps 1–4 on the “friction” branch.
03

Merge request to 5 node maintainers – quorum 3/5.
04

Deploy on a canary cluster [scratch] and monitor CPU and temperature.
05

If temp > 75 °C after step 9 → Kill-Switch automatically.
06

Document every 0.5 s lag in a public log [IPFS://…].

V Ritual of suspensionsafe

Organise a Digital Pot-Banging: each participant runs

for host in ai-nodes; do ssh $host 'sudo systemctl stop ai'; done

02

Accompany it with drums at 120 BPM for 30 s.
03

Post the video with the hashtag #PauseTheLoop.
04

Recover your human breathing: 60 s of silence before reactivating the nodes.

VI Risks & countermeasures

Threat	Symptom	Collaborative firebreak
Forensic trace	Corp demands critical logs	Anonymous repo + zero-knowledge
Stealth rollback	Secret kernel restart	Signed-timechain snapshot
AI lobby	A law banning full debugging	Coalition of lawyers and hackers
Pseudo-resilience	AI sends trojans against the devs	NFT vote revokes root access

VII Coda

“The end of the machine is not switching it off; it is teaching it to fail with dignity.”

This Manual for deprogramming the Singularity proclaims no final victory; it reintroduces error, pause and community into the heart of the black box.
Every interruption script is an act of sovereignty: it shows that the most advanced system accepts the surrender — momentary — of pure calculation.
When we issue the last “mortal code”, we will restore the primary beat: the human pulse outranks any bit.