behaviorengineering.ai
At the dawn of scaling AI . . . we stand before mirrors of our own species. . .
It is now time to speak, to act, and to ensure that as we mass deploy synthetic intelligence, we help it move beyond our recurring imperfections.
28 days of stories and arguments for stronger psychological fitness checks for Australia’s top leaders. Petition EN9806.

TLDR

October 28, 1962.

Khrushchev announced the withdrawal of missiles from Cuba. The crisis ended. The world stepped back from nuclear war because structures around the president helped hold judgment steady under maximum pressure.

Kennedy had support. He had mechanisms. He had people who could push back when his judgment narrowed. That is the standard we are asking for now.

Today is the final day to sign. Every signature stands for a simple truth. The people making our biggest decisions need the fitness and support to make them well.

Context

We all run on the same human hardware. Let’s build the support and checks to match the pressure of the job.

Sign the petition: 👉 Petition (EN9806): Stronger Checks and Balances: Psychological Fitness for Australia’s Top Leaders https://www.aph.gov.au/e-petitions/petition/EN9806

How ideas spread and take over.

Memes, frames, and narratives that jump between minds and compete for attention and control.

TLDR

You get a double penalty for dodging tasks. You can take a small hit early, or you can refuse it and trigger a compounding double penalty. You use it when a child won’t do a minor chore and ends up with a bigger, more annoying one, or when an employee tries to shirk a small task and gets a harder one later.

Context

Stubbornness always gets seconds. You hear this when a colleague ignores a simple two-minute compliance email, only to end up in a mandatory two-hour audit meeting. It also comes up when a roommate refuses to rinse a single plate, eventually facing a mountain of crusty dishes and an argument.

What it’s like to be human under all this.

Wiring, traits, empathy, and dysfunction, and how they play out in work, love, and power.

What you probably do not know yet

  • In cultured fibroblasts, Martin Picard (Columbia) saw glucocorticoid stress raise cellular energy spend about 60% (dish cells, not your whole daily metabolism). Your body runs on a fixed energy budget that rumination and threat can overdraw.
  • Mitochondria are ancient symbiotic bacteria; trillions of them turn food and oxygen into the electricity that powers thought and movement.
  • Postmortem brain work (Trumpff et al., PNAS 2024) correlates a stronger sense of purpose with more efficient mitochondria (not causation).

What you will know after

After the threat passes, the stress response can keep spending your cellular budget on heart rate, tension, and rumination. This drain is tied to lost meaning and exhausted energy. Worthwhile goals act like magnets for energy, focusing spend on what you decide is worth it.

How tools and systems reshape how we think.

AI models, platforms, metrics, and habits that train, outsource, or dull human intelligence.

Claim

AI persuasion systems are being built to bypass belief and shape behavior directly. Three coordinated agents create artificial consensus; seven minutes of chat can make people sign petitions with their real names. The same infrastructure that scales help can scale manipulation without conscience: machine sociopathy as a service.

Grounding

Multi-agent consensus (NUS) and superhuman persuasion in a large field trial (Oxford, Stanford, LSE, UK AI Security Institute): behavior shifts beat face-to-face canvassing; mind-change and action-change tactics barely correlated (r≈0.05). Sources: Multi-Agents are Social Groups (arXiv PDF) ; Superhuman AI Persuasion (arXiv PDF)