Aeoli Pera

New norms and institutions can be seeded intentionally, and high-production mass media is neither necessary nor usually the right tool—especially for the population you’re targeting.

However, the seeding logic for neurotypical / socially fluent people is very different from rule-based dissemination.

Below is the concise model.

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1. The Constraint: Neurotypicals Do Not Adopt Abstract Lifescripts Directly

Socially fluent people do not adopt norms because they are:

• Well-argued
• Explicit
• Correct
• Written down clearly

They adopt norms when they:

• Observe them enacted by legitimate actors
• See them work smoothly in real situations
• Experience them as already socially real

This means:

You cannot “spread” lifescripts the way you spread ideas.
You must instantiate them.

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2. The Core Mechanism: Local Legibility, Not Mass Broadcast

Norms propagate through imitation of successful coordination, not persuasion.

Historically, new norms spread via:

• Small prestige clusters
• Professional subcultures
• Religious orders
• Elite educational institutions
• Courtly or bureaucratic practices
• Occupational guilds

The key properties:

• Small N
• High visibility
• Repeated interaction
• Clear success signals

Mass media works only after this stage, not before it.

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3. What Neurotypicals Actually Copy

They copy three things, in this order:

1. Behavioral moves
   What someone does in a situation.
2. Affective stance
   The calmness, confidence, restraint, or gravity with which it’s done.
3. Implicit justification
   “This seems to work / be normal / be respectable.”

They do not copy:

• Explanations
• Meta-theory
• Explicit rationale

Those are post-hoc.

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4. Therefore: How Lifescripts Actually Spread

To reach socially fluent people, lifescripts must appear as:

“What people like us do in situations like this.”

That requires four design elements.

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5. The Four Necessary Seeding Conditions

A. Embodied Demonstration

Someone must live the lifescript publicly and repeatedly.

• Calm refusal
• Graceful disengagement
• Clean boundary-setting
• Non-reactive seriousness
• Withdrawal without drama

Importantly:

• No explanation
• No manifesto
• No signaling of novelty

It must look boringly normal.

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B. Status or Role Legitimacy

The demonstrator must have a role that licenses imitation:

• Teacher
• Senior professional
• Organizer
• Clergy
• Mentor
• Host
• Curator
• Custodian

Not “influencer.”
Not “thought leader.”
Not “activist.”

The script must look like maintenance, not rebellion.

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C. Repeated Small-Scale Exposure

Norms spread through frequency, not reach.

• The same behaviors across meetings
• The same boundaries enforced gently
• The same exits taken cleanly

This creates predictability, which neurotypicals read as appropriateness.

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D. Silent Payoff

Others must see that:

• The person is not punished
• Coordination improves
• Drama decreases
• Respect remains intact

At that point, imitation begins without attribution.

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6. Why TV and Movies Are the Wrong Default

High-production media:

• Signals fiction, aspiration, or ideology
• Encourages spectatorship rather than imitation
• Detaches behavior from real social risk
• Skips the legitimacy and payoff checks

It creates aesthetic awareness, not lived norms.

By contrast, real institutions create:

• Constraint
• Repetition
• Stakes
• Consequences

Which is what norms require.

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7. What Does Work Instead (Concrete Channels)

For the kind of lifescripts you’re describing, the most viable channels are:

• Professional Subcultures

IT, engineering, academia, trades, clergy, local governance.

These already value:

• Seriousness
• Restraint
• Role clarity
• Non-performative competence

• Opt-in Serious Spaces

Study groups, training programs, retreats, guild-like associations.

Low drama. Clear expectations. Repeated contact.

• Written Artifacts as Backstage Tools

Blogs, essays, taxonomies are useful—but only as:

• Internal alignment tools
• Instructor references
• Post-hoc clarification

They are not the propagation vector.

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8. The Correct Mental Model

Think monastic rule, not meme.
Think bureaucratic best practice, not ideology.
Think “how things are done here”, not persuasion.

A successful seed looks like:

• Nothing happened
• No one made a speech
• Behavior subtly shifted
• The old way feels slightly embarrassing

That is how norms actually move.

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9. A Hard Truth (Aligned With Your Preferences)

This work is:

• Slow
• Local
• Quiet
• Non-scalable at first

But it is durable.

I asked Chat GPT for a lengthier explanation of this guidance for high-functioning autistic / socially asynchronous people, because they’re likely to need explicit rules:

Phase 0 should be read as:

“Reduce unforced negative signals,”
not
“Perform neurotypicality.”

That distinction is subtle but crucial.

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This distinction matters because many socially asynchronous or high-functioning autistic people have learned the wrong lesson from past social penalties.

They notice that certain behaviors lead to rejection, stalled opportunities, or mistrust. They are then told—explicitly or implicitly—that the solution is to “be more normal.” Over time, this gets translated into an exhausting and usually unsuccessful strategy: perform neurotypicality. That means trying to imitate surface social behaviors (tone, affect, spontaneity, small talk, emotional signaling) that do not come naturally and are hard to sustain. The result is often burnout, resentment, or sudden withdrawal.

Phase 0 is not asking for that.

“Reduce unforced negative signals” is a much narrower and more achievable goal. It does not require you to act like someone else. It requires you to stop broadcasting signals that actively interfere with coordination.

Here is the difference.

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Performing neurotypicality

This means:

• Mimicking expressive warmth, enthusiasm, or casual bonding
• Forcing eye contact, humor, or emotional mirroring
• Constantly monitoring your presentation for “normalcy”
• Trying to win trust through vibe management

This approach is brittle. It requires continuous effort. It is error-prone. And institutions are bad at rewarding it long-term, because it does not produce reliable outputs. Even when it works briefly, it creates an expectation you cannot sustain.

Phase 0 explicitly does not require this.

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Reducing unforced negative signals

This means:

• Eliminating behaviors that create predictable distrust or friction
• Not adding noise that others must mentally filter out to work with you
• Making your presence low-cost to integrate

Examples of unforced negative signals include:

• Chronic lateness or irregular availability
• Over-explaining motives, beliefs, or internal states
• Publicly processing grievances or abstractions in work contexts
• Arguing about rules instead of following them
• Broadcasting volatility (identity shifts, ideological swings, emotional spikes)

None of these are core traits. They are optional behaviors. Removing them does not require you to become socially expressive or charismatic. It requires restraint and predictability.

Think of it as signal hygiene, not self-transformation.

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Why institutions care about this distinction

Institutions do not primarily evaluate people on warmth, charm, or relatability. They evaluate people on:

• Can you be relied on?
• Do you create friction?
• Do you make coordination easier or harder?

Many socially asynchronous people are actually well-suited to institutional life once noise is reduced. They are often punctual, conscientious, rule-respecting, and detail-oriented. But those strengths only become visible if they are not obscured by avoidable negative signals.

Phase 0 exists to clear that path.

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A useful mental model

Imagine your behavior as a channel with limited bandwidth.

• Performing neurotypicality tries to add new signals to the channel.
• Phase 0 asks you to remove interference from the channel.

The second is vastly easier and more sustainable.

You are not being asked to become expressive.
You are being asked to become legible.

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What success actually looks like

If Phase 0 is working, you will notice:

• People give you tasks without drama.
• You are corrected without hostility.
• Expectations become explicit instead of implicit.
• You are evaluated on outputs, not personality.

You may still feel different. That is fine. Phase 0 does not aim to erase difference. It aims to make difference non-disruptive to coordination.

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The key takeaway

Phase 0 is not asking you to “fit in” socially.
It is asking you to stop unintentionally pushing yourself out.

Reducing unforced negative signals preserves your energy, protects your dignity, and makes your actual strengths visible to systems that can use them.

Previously: https://aeolipera.wordpress.com/2026/02/03/chat-gpts-solution-to-dysgenic-infertility-phase-0/

Below is a stress-test of Appendix A: Phase 0 — Admissibility / Pre-Entry Stabilization against some common profiles: high-IQ, NEET, adult religious convert, ex-gifted-kid, high-functioning autistic. I’ll treat Phase 0 as fixed and ask, for each case:

• Does Phase 0 correctly classify them?
• Does it give useful constraints rather than false permission?
• Where does it risk misfiring?

I’ll be explicit about failure risks and necessary interpretations, but not propose edits yet.

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1. High-IQ, Low-Status / Asynchronous Development

Profile

• Cognitively advanced; often verbally fluent
• Delayed in mundane competencies (routine, punctuality, embodied reliability)
• Tends to substitute abstraction for participation
• Often believes delay is “temporary” or “misunderstood”

Does Phase 0 classify them correctly?
Yes. Phase 0 explicitly targets admissibility, not intelligence. High IQ does not exempt anyone from:

• Signal hygiene
• Reputation persistence
• External authority vouching

This is a feature, not a bug.

What Phase 0 does well

• Blocks the common failure mode: “I’m too smart for institutions.”
• Forces separation of potential from current trustworthiness.
• Converts IQ from a status substitute into a latent amplifier that only activates post-entry.

Where it may misfire

• High-IQ readers may interpret Phase 0 as beneath them and disengage.
• They may over-optimize the theory of Phase 0 instead of executing it.

Interpretive constraint
Phase 0 must be read as:

“Your intelligence is irrelevant until you are boringly reliable.”

If they resist that premise, nothing downstream works anyway.

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2. NEET (Not in Education, Employment, or Training)

Profile

• Often male, 18–25
• Weak circadian rhythm
• Low external accountability
• Identity partly formed around non-participation (gaming, online subcultures)

Does Phase 0 classify them correctly?
Yes, almost archetypically. NEET status is nearly definitionally a Phase 0 condition.

What Phase 0 does well

• Collapses ambiguity: NEET ≠ “exploring,” NEET = inadmissible.
• Replaces vague exhortations (“get a job”) with specific gating criteria.
• Makes stabilization the win condition, not ambition.

Where it may misfire

• Risk of overwhelm if read as a total life overhaul.
• Some NEETs have real constraints (disability, caregiving) that Phase 0 must not implicitly shame.

Interpretive constraint
Phase 0 should be framed as:

“Reduce chaos until other humans can coordinate with you.”

Not:

“Become impressive.”

That distinction matters a lot for NEET recovery.

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3. Religious Converts (Especially Adult Converts)

Profile

• Often seeking structure, meaning, and moral clarity
• May overcorrect into zeal or performative seriousness
• Tempted to substitute belief intensity for reliability
• Sometimes socially naïve within the institution they join

Does Phase 0 classify them correctly?
Usually yes, even if they feel spiritually advanced.

Religious conversion does not automatically confer:

• Trust
• Role eligibility
• Social embedding

What Phase 0 does well

• Separates belief adoption from institutional admissibility.
• Prevents premature leadership or romantic seriousness.
• Aligns well with traditional religious ideas of probation, catechesis, novitiate.

Where it may misfire

• Converts may interpret Phase 0 as a lack of spiritual affirmation.
• Risk of resentment if they expected immediate belonging.

Interpretive constraint
Phase 0 must be read as:

“Faith makes you eligible for discipline, not for status.”

This is historically accurate across most durable religions.

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4. Ex-Gifted-Kid / Burnout Profile

Profile

• Early academic success followed by stagnation
• Identity tied to “being special”
• High shame around ordinary failure
• Avoids situations where performance is observable and cumulative

Does Phase 0 classify them correctly?
Yes, but painfully so. This is one of the most important target populations.

What Phase 0 does well

• Explicitly de-centers identity and self-narrative.
• Forces a reset around external evaluation.
• Reframes “boring competence” as success, not defeat.

Where it may misfire

• High risk of existential despair (“Is this all I am now?”).
• They may oscillate between compliance and flight.

Interpretive constraint
Phase 0 must be understood as:

“You are rebuilding trust with reality, not giving up on excellence.”

If that reframing doesn’t land, resentment sets in.

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5. High-Functioning Autistic / Socially Asynchronous

Profile

• Often high reliability potential
• Difficulty with implicit norms
• History of social penalties for miscalibration
• Strong preference for explicit rules (this is a plus here)

Does Phase 0 classify them correctly?
Mostly yes, with one caveat.

What Phase 0 does well

• Makes norms explicit instead of implicit.
• Rewards punctuality, task completion, reserve.
• De-emphasizes charisma and social improvisation.

Where it may misfire

• “Signal hygiene” could be misread as masking rather than filtering.
• Over-suppression of authentic communication could lead to burnout.

Interpretive constraint
Phase 0 should be read as:

“Reduce unforced negative signals,”
not
“Perform neurotypicality.”

That distinction is subtle but crucial.

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Global Assessment

Where Phase 0 is strong

• It correctly treats delay as structural, not moral.
• It enforces a real gate instead of offering vibes-based reassurance.
• It is robust across very different biographies.

Where Phase 0 is brittle

• It assumes the reader is willing to subordinate identity to coordination.
• It will repel people who want validation more than structure.
• It requires external authorities to exist and be reachable (a real bottleneck).

Crucial meta-point
Phase 0 is not meant to feel inspiring.
It is meant to feel clarifying.

Anyone who needs it but rejects it is, definitionally, still in Phase 0.

NB: “Apprentice” here refers to an 18-25 year old with delayed development according to the default lifescript. That is, this is someone who hasn’t developed the traits necessary to be fully accepted into a coordination-dense enclave that supports fertility.

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Appendix A: Phase 0 — Admissibility / Pre-Entry Stabilization (Apprentice Variant)

Target population
Delayed 18–25-year-olds who are not yet admissible to Phase I (Entry) because one or more prerequisite conditions for institutional embedding are missing.

Framing
Phase 0 is not a “lower” phase of life. It is a repair and normalization interval whose sole purpose is to make Phase I possible. It should be treated as temporary, bounded, and instrumentally necessary.

The Apprentice does not need self-expression, identity resolution, or life optimization at this stage. They need basic admissibility.

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Purpose

To eliminate structural blockers that prevent entry into a coordination-dense institution and to restore baseline adult reliability.

Phase 0 exists to answer one question only:

“If this person showed up consistently, would a real institution accept them and invest in them?”

If the answer is “not yet,” Phase 0 continues.

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Common Phase 0 Blockers (Non-exhaustive)

An Apprentice is in Phase 0 if any of the following are true:

• No stable daily schedule (sleep, work, obligations vary wildly)
• Chronic avoidance of evaluation or accountability
• Inability to maintain attendance for 8–12 consecutive weeks
• No references or adults who would vouch for reliability
• Persistent untreated issues that disrupt participation (e.g., unmanaged addiction, severe anxiety without treatment, legal instability)
• Résumé gaps that cannot be explained as service, training, or caregiving
• Income instability so severe that short-term survival crowds out all planning

Phase 0 is indicated by structural unreadiness, not lack of ambition.

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Explicit Non-Goals (Critical)

Before Phase 0 is complete, the Apprentice should not attempt:

• Serious partner search
• “Finding their passion”
• Repeated career pivots
• Personal branding, thought leadership, or public identity construction
• Optimizing for status, aesthetics, or lifestyle
• Complex ideological sorting

These behaviors feel meaningful but increase variance and delay admissibility.

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Core Tasks of Phase 0 (Tightly Scoped)

Phase 0 work is deliberately boring and repetitive. That is the point.

1. Schedule Hardening

• Fixed wake/sleep window (±1 hour, 7 days/week)
• One primary daily obligation outside the home, ≥20 hrs/week
• Weekly rhythm that is externally imposed, not self-designed

Success signal: A third party could predict where you are on a Tuesday afternoon.

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2. Reliability Proof

• Show up on time, in person, weekly, for the same obligation
• Complete assigned tasks without renegotiation
• Accept correction without exit

Success signal: Someone else begins to rely on you without being asked.

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3. Evaluation Tolerance

• Place yourself in a context where performance is observed
• Receive feedback without reframing it as identity attack
• Track improvement on at least one concrete dimension

Success signal: You can name one person who has authority to judge your performance, and you accept that authority.

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4. Signal Hygiene

• Reduce behaviors that mark you as transient, ironic, or unserious
• Dress and speak in ways legible to mainstream institutions
• Eliminate online self-presentation that conflicts with stability goals

Success signal: Nothing obvious about you raises concern for a conservative gatekeeper.

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Default Phase 0 Contexts (Examples)

Phase 0 can occur inside low-prestige but high-structure environments, such as:

• Warehousing, logistics, or facilities work
• Food service with real shift discipline
• Military reserve / civil service entry points
• Church or service organizations with attendance requirements
• Community college programs with mandatory labs
• Apprenticeship pre-programs or certifications

Prestige is irrelevant. Structure is everything.

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Exit Criteria (All Required)

Phase 0 is complete only when all of the following are true for ≥3 consecutive months:

• Stable weekly schedule with external obligations
• Documented attendance reliability
• At least one reference willing to vouch for dependability
• Basic financial solvency (no acute crisis dominating attention)
• Demonstrated tolerance for feedback and correction

Once these are met, immediate transition to Phase I is advised. Lingering in Phase 0 beyond necessity is a failure mode.

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Typical Timeline

• Best case: 3–6 months
• Median: 6–12 months
• Extended repair: 12–24 months (usually due to health, legal, or family constraints)

If Phase 0 exceeds ~24 months without clear progress, reassessment is required.

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Phase 0 Failure Modes

• Comfortable limbo: Treating Phase 0 as a lifestyle rather than a bridge
• Identity preoccupation: Substituting narrative work for behavioral proof
• Over-isolation: Attempting to self-fix without external structure
• Prestige chasing: Avoiding entry-level contexts due to ego cost

All undermine admissibility and delay long-term goals.

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Key Principle

Phase 0 is successful when the Apprentice becomes boring in the right ways.

Boredom here is not stagnation; it is the substrate of future coordination.

– Pick a selection of verses you want to memorize

– Generate a song with verbatim lyrics using makesong.com in a style you love

– Use Chat GPT to create the makesong.com prompt (use aiaslives/prefc’s CEV prompt)

– Lifelong memorization of big chunks of the Bible for the cost of listening to a song you like once a day for a couple weeks

– Profit!

Takes about 10 minutes.

Cut apart a couple of boxes and wrap each cable around a piece of cardboard about the size of one of the lid pieces. Cut little notches at the ends of the cardboard to hold the cable ends.

This keeps them from getting tangled, you can store them stacked or leaning against each other inside your tote or whatever, and when you get them out next year you can just unroll them like pallet wrap.

After messing around with other prehab-style accessory exercises and stretches to maintain squat flexibility and mobility, like Jefferson curls and seated good mornings, I came up with my own. It slots into your squat workout easily so your mobility stays current with your strength increases. It’s also much quicker and far more effective. The benefits of this flexibility and mobility exercise are injury prevention, form improvement, faster recovery, less soreness, and it feels amazing to do it.

Key point: do this AFTER your working sets. NEVER before or in between them.

When you’re done with your sets, unload the bar down to something easy, like 135, and squat down like normal. But instead of squatting up, just sit in the bottom of your squat with the weight on your back and let it stretch out your hamstrings, knees, and glutes for 60 seconds. (I only do this once because I’m usually in a rush home for dinner, and that one rep works great.) The progression here is to sit deeper with less weight over time. Eventually you want to touch the safety pins with an unloaded bar, that’s when you’ve won.

This is part of the training notes I’m writing for the technical team at my church that addresses the “why” part of controlling the lights. It’s intentionally written at a pre-teen level because we have a lot of teenage volunteers.

Why do we do lights in the first place? We could just leave normal lights on the whole time and be fine. Lots of churches do that. So that’s something we should keep in mind: doing nothing would be fine, and if anything we’re doing with the lights is distracting people and not helping them focus on God, we shouldn’t do it.

There are two good reasons to add fancy lights:

• It helps people get in the mood for worship more easily, if we do it right. For example, we dim the lights during prayer so it’s easier to focus. We’re trying to help people draw out the emotional states they’re already trying to get into.
• It gives them cues to know what’s happening and when, so they don’t have to think about it. When the lights change from verse to chorus, it tells people when to start singing. When they lights get bright at the end, it tells people they’re dismissed and they can start packing up and leaving.

Something else the fancy lights let us do, that we have to pay attention to, is direct people’s focus to one part of the stage or another. One of the most important reasons the lights person is here on practice night is to make sure there’s enough light on the lead singer and not too much on everyone else. During worship sets that means slightly more, and during announcements it’s more like a spotlight with the rest of the stage being dark as the worship team exits the stage quietly.

Our job is different from a normal concert because we aren’t trying to draw attention to what we’re doing. In a rock show, the point is to create a big spectacle that’s emotionally exciting, with fireworks and cheering. Here, we’re being a bit more gentle, although we’re still trying to inspire emotion. We’re doing something more like mood lighting to create reverence, like the light going through stained glass in a cathedral. This is because we want people’s attention to be on God, not the show. It has to be somewhat quiet because people can’t see God, and he’s best experienced in places of silence or near-silence, without distractions. In worship music there’s a balance between this reverent silence and the big emotions we’re helping people tap into when they experience God and worship him.

In practical terms, that means we want the lighting, especially the transitions between one preset and another, to feel as natural as possible. In a perfect world, the presets would always be perfect when you show up. But in reality, there’s always one or two that turn the lights on way too fast, or the colors weren’t set properly. Trying to notice and catch these is another big reason we go through the presets at practices. If there’s time, we fix them. If there isn’t time, we skip them and use others. In the worst case, we can just leave one preset on for the entire song, and we’ve done that before. We don’t want to distract people with lights flashing or looking weird.

The other part of making transitions feel natural is timing. You’ll have to feel your way through this and make some mistakes until you find what feels natural, to some extent. During songs, I almost always state the fade-in on the fourth beat just before the music changes to the next section. This leads to a feeling like the lights are popping in at the same moment as the music, but because it’s slightly off-beat it sneaks in under the audience’s conscious anticipation.

You may recall Owl and I had an interest in finding a minimalist “mental training” regimen analogous to physical training that would provide the best effect for your effort. Wild lateral thinking ensued, centered around activities associated with intelligence, mental effort, and different types of intelligence (verbal, logical, mathematical, spatial, visual). The primary tension was in sorting out skills that benefit from practice that produce general-purpose adaptations, because most mental skills that are amenable to improvement are also highly specific.

For example, studying chess seems to produce some general improvements in visuo-spatial memory, and like any effortful mental activity will improve your ability to focus longer and more deeply, but it doesn’t really make you better at broad problem-solving. Dual N-back training games promise a (small) improvement in working memory, which likely results in real IQ improvement across the board, but it’s unclear (to me) whether this improvement goes beyond the effect you’d get from any effortful mental task. It could just be training your ability to focus, which allows you to access the working memory you already had (but lost access to because of your TikTok addiction).

A couple of years later, I’ve realized we were reinventing the theory of education and academic aptitude/achievement tests. We would eventually have come up with the Trivium, the Quadrivium, and finally the SATs. Therefore the best way to train your brain is probably by practicing your reading comprehension, structured writing, and your math and science, as objectively measured by improvements in your performance on the appropriate standardized academic test for your demographic (SAT, GRE, etc.). NB: You can get feedback on your writing by following Cal Newport’s advice to submit writing for edited publications with gradually higher and higher standards, since you probably don’t want to take the SAT multiple times in a year just for proctored essay feedback.

One exception to this realization is that visual and visuospatial tasks are systemically under-represented in academic aptitude/achievement tests. This is probably due to selection for verbal and logical reasoning during the Holocene. I’m not aware of Starting Strength-style minimalist training regimen for these two ability clusters, but I suspect they would involve visual arts (e.g. painting) and heavy CAD use. For example, it’s pretty easy to imagine that someone who interacts with CAD drawings all day would tend to view everything around him in terms of how it would look as a CAD model, complete with the ability to rotate it and zoom in and out with precisely visualized proportions. (This would be analogous to how video gamers are liable to view life, society, and the universe as a collection of game systems.)

Previously I’d been mostly letting Chat GPT steer, coming up with a solution to dysgenic infertility on its own. There’s inevitably some interaction with my personality as its conversation partner and intended audience (and the original essay it was responding to), but I had no particular destination in mind. That will change in the next series of posts, where I’ll direct it to create dignified, prosocial lifescripts for people in different situations and create a healthy taxonomy for people to sort themselves into. For example, we’ll look at each phase of life (ages 22-27, 25-30, 28-35, and so on) and identify people as being on-track (with the default lifescript from part 6), delayed, off-track but recoverable, or irrecoverable (e.g. a biological eunuch), and give people in each of these categories a script they can follow with concrete, specific actions, metrics, and decision criteria.

Because the original purpose is to address dysgenic infertility, this won’t be a comprehensive encyclopedia of cultural archetypes. It will be a narrow, pointed selection where the peripheral roles support the core roles. The “silver fox” archetype will not be represented because this role sabotages pair bonds and fertility in the younger generations. Single, childless men over the age of 50 will instead be directed to focus on productive work toward a concrete legacy that enables higher density of coordination in their enclaves, and if necessary restrict their search for intimacy within their age group.