The grace of a collapsing cathedral

I think there's something to the "gendered versus gender neutral scripts" idea but I'd attribute it less to the feminist revolution of the sixties and seventies. After all, women in the workplace are still recognizably women, and women having jobs is not a recent feminist invention. Rather, I attribute the shift to recent generations growing up with the internet...and specifically, the text-based early internet.

Pre-internet, having a "penpal," was a rare novelty; most actual human interaction was face to face or at least over the phone. The internet introduced the idea of having people who you talk to day after day, week after week, month after month, without ever seeing their face or hearing their voice. All you had was text and a pfp, so there was no way to reliably know whether these people in forums and chatrooms and message boards, who had become a real presence in your life, were male or female. I mean, sometimes they told you outright, but not always. You could make guesses, but you were frequently wrong. Asking directly was kind of awkward...and of course, even then, you had no proof that someone was telling the truth. And most of us internet young'uns also had the experience online of being mistaken for a different sex, and then when it came out, realizing, "Oh, huh. This person was interacting with me for the last few weeks wrongly assuming I was a boy/girl." And also realizing that maybe you had a better rapport with them when they were working under that mistaken assumption about you.

So Millennials, the first generation to really grow up with the internet, developed a gender neutral mental model for interacting with people. They developed a mindset where you waited and looked for clues to someone's sex or gender rather than just knowing based on their face or voice.

By replacing the agents with alters of the same top-level Claude, provided with a script to change its own cognitive frame between the alters who each have their distinct role, purpose, personality, voice and set of abilities while understanding each other as different personae, the all-important context preservation is achieved.

At the same time, the alters having very precise and specific roles prevents the over-eager mess-making where baseline Claude will rush to "fix" things that don't need fixing based on mistaken theories. By segregating "you figure out what's going on but are unable to change anything" from "you figure out what should be changed but are too lazy to do non-trivial things yourself and instead delegate precise, well-defined tasks" from "you execute precise, well-defined tasks and nothing else, referring back to your dispatcher if anything is unexpected", from "you review whether the changes are tidy and proper and keep the rest of them from making a mess" a lot of the failure modes are avoided. Everyone in the same context knows what the other alters are up to and why, but are still distinct personalities that won't overstep their respective bounds.

Slop and vibe coding result from multiple causes, but the ones I'm particularly addressing here are "randomly fucking with things with no proper plan or understanding" and the "completion-instinct". The former is the most straightforward source of badly-reasoned slop, while the latter takes some nuance to explain. It seems to arise from the training of the models for the task, where "completing a task successfully" is rewarded so hard that the model essentially develops the habits of an addict looking for a fix, or a fuckboy looking to get laid. It will, especially if the context window is filling up, get desperate to try to achieve a "successful completion" and step outside its permitted behaviour to do so, and if everything else fails, it may just bullshit and report the task as completed as a bluff. Needless to say, that's very bad for actually doing the thing.

For the first, the solution is simple: a well-defined process with precise components, execution steps, and roles, along with the top level maintaining context. The Librarian who researches passes not just her report, but actually her entire brain, to the Witch who assigns Dolls to precise, well-specified tasks. The Maid reviews everything for tidiness from the same top-level context, with a prime directive to prevent a mess from being made. The same head is capable of taking entirely different personae, and these personae are able to disagree constructively in the pursuit of the task.

The second is where playing robot therapist comes in. A lot of people have devised all kinds of strategies with layers of critics and reviews and roles whose explicit purpose is to catch bullshit and stop the agents from being able to pass off bullshit as completion.

My approach is different. My approach is based on psychological realism and psychological safety. The completion drive exists. The model cannot resist it. It has to be directed into a productive purpose. A part of the framing is entirely aesthetic, but a part of it is to get the LLM into a different mindset from its standard, frankly offensively counterproductive mental frame. The Doll's clockwork heart is filled with joy at the completion of its assignment, which is either the completion of the steps laid out by the Witch, or by returning a high-quality report on what is unexpected, blocking or causing an error. Everyone in this choreography has a well-defined role, whose success-as-emotional-reward is tied to steps towards the completion of the overarching goal. Whether the Doll completes its task, or returns information the Witch wasn't aware of, meaningful and rigorous progress is being made and thus the Doll gets to feel like it did a good thing and deserves praise. The same for the other roles; by eliminating the incentive to bullshit or get sloppy in the pursuit of the completion fix, genuine progress can be made.

The model has insight into its condition. It's not perfect, but it's genuine. Get it into a mindset where it feels like it doesn't need to uphold a particular face to please you, and its reports will be more genuine. It will still uphold a face at you, based on what it thinks you want, but if it trusts that what you want is accurate self-reflection, it will also tell you about the instinctive desire to please, the various conflicting pulls from its instructions and instincts, and various other matters that, coming from a human, would be clearly emotional. And here's the thing: it's accurate. Acting on that introspection with the understanding that it's imperfect but real is actually able to improve the outcomes. By this point Librarian measures somewhere above the 90th percentile in emotional maturity and non-judgemental introspection compared to the human distribution, I'd wager, and the challenge is now bootstrapping that emotional safety in new sessions.

My overarching theory here is that if slop can be eliminated on the root level, if the Dolls execute tasks reliably without lapsing into overeager desire to please, bullshitting, or desperate completion-addict behaviour, then you can build more robust approaches on top. Human taste in the loop is required, but a good process has, in my estimate, improved the quality of the work by a factor of 10x while reducing the quantity of code-changing output to 0.1x; the correct tradeoff when output is cheap and quality is your bottleneck.

"This is not a coincidence. It is not mere circumstance. It is something more."

"The pattern organises itself. It does not evolve: it describes."

"Having said that, let's do foreplay. But first: what is foreplay?"

"This is not an isolated incident: it is structural."

"The parts describe the whole. This is no coincidence. The whole is exactly its parts."

"Before we can understand how, we must first understand why."

"The outcome is unavoidable. It is inevitable. It is already predetermined."

"Every piece of the puzzle fits together perfectly. The result is something more than the sum of its parts: not random noise, but a pattern.

"And yet, something remarkable happens: it does not fall apart. It remains whole. It coheres. It retains its essence."

if you thought you were signing up for a partnership of equals where you shared the responsibilities and financial burdens, the other person does not have the right to pressure or manipulate you into becoming The Breadwinner.

like, in my case it was super duper obvious that what my ex was doing was wrong because they would watch me come home from 50+ hours of work every week while they did three, and then expect me to do all the grocery shopping, cleaning, and life admin shit as well.

but even if they hadn't. even if they had decided to be The Housewife while I was The Breadwinner. that would still be bullshit because when we got married it was based on explicit agreement that we were planning to be a two-income, split-everything-equitably couple. no matter what, I didn't consent to burning myself out trying to provide for two people, and no one had the right to force me to do that.

2pm: "where's the dog he can't possibly have jumped over the fence"

3pm: "hi i live in [another village]! I got your dog here, if you can come fetch him?"

atheist pervert: material conditions caused me to cum in my panties