Blog - David Helkowski

Memovich Continued

My last blog article was about MemPalace, the supposedly incredible AI memory project vibe coded in part by Milla Jovovich.

In the last article I focused primarily on what I view as lack of qualifications of who I believe the real author of the project was/is, a crypto bro by the name of Ben Sigman. I was not kind in what I said. I continue to think my points stand. I have though, since then, been more involved in the GitHub project.

I created many critical issues on the project, and I spent an unreasonable amount of effort attempting to figure out what is actually going on and asking them ( Milla and Ben ) to fix the glaring problems.

Nothing, of course, was really fixed. The lies that it is "the best AI memory system with the highest scores" remain. I'm not really surprised, but I did try to get them to be reasonable. Pointlessly, but I did try.

The results of my efforts though were that a handful of other people agree with me and investigated the code more deeply and have very clearly shown that it is just a wrapper around ChromaDB and a sloppy vibe coded one at that. This alone should, imo, be sufficient to convince any serious technologists to ignore anything else about the project. It's essentially garbage.

Despite that it is garbage, it has Milla Jovovich involved! So! Awesome. Apparently. That's what many geeks seem to think based on the 43,000 damned GitHub stars the project now has.

So, well, I gave the project a shot. I attempted to interact with it seriously. I didn't do a great job at keeping my disgust for the whole thing in check, and that bleeds through into my GitHub issues and comments there, but I did work to point out real problems and suggest sensible solutions.

Milla herself responded to some of my points. And that's what I would like to discuss. After reading responses from Milla and seeing the actions of Ben on the repo, I have some new thoughts.

Keep in mind that my thoughts and conclusions here are based on a lot of speculation. It remains unclear to me what the truth is. I could be wrong on any number of these things. What I think may seem unfair. It is just what I think. My personal opinion based on my life of experience in software.

The current summary of what I believe:

That's the summary up till this moment. It's been a crazy ride, and has involved Milla actually responding to direct critiques I have made of her project on her GithHub project issues. If you told me a few weeks ago that I would be effectively arguing with Milla Jovovich about an AI memory project in 3 weeks time I would not have believed you. But here we are.

I remain to be unable to believe this is the new state of the world. People ( Milla ) who have no business doing anything software related, are now vibe coding projects that they don't even understand, and getting offended when seasoned industry experts ( me, others ) tell them that they've created a pile of embarassing junk.

Their defense is, essentially, that they can create things as valuable as people like me with 30 years of industry experience, because AI is a god-like tool.

This is, in a nutshell, AI Psychosis.

Here is an AI summary of what AI Psychosis is:


AI Psychosis is an informal term used to describe a failure mode in AI systems where generated content becomes untethered from reality and begins reinforcing its own internal fabrications. Unlike simple errors, this is not just a wrong answer. It is a self-amplifying breakdown in grounding.

At its core, AI psychosis emerges when a model treats its own outputs, or similarly unverified synthetic content, as valid input. Each step compounds the previous one. Minor inaccuracies evolve into confident assertions, and those assertions become the foundation for further reasoning. Over time, the system drifts further from truth while increasing in apparent coherence and confidence. The result is something that sounds structured, persuasive, even insightful, but is fundamentally disconnected from reality.

This phenomenon is closely related to what is commonly called AI hallucination, but the distinction matters. A hallucination is typically a one-off fabrication. AI psychosis is systemic. It describes a feedback loop where errors are not corrected but instead recursively validated and expanded.

The risk is not just technical, but perceptual. Humans are highly susceptible to confident narratives, especially when they are fluent and internally consistent. AI psychosis exploits this weakness by producing outputs that feel meaningful even when they are structurally unsound. In environments where verification is weak or ignored, this can lead to entire projects, discussions, or belief systems forming around false premises.

In practical terms, AI psychosis is what happens when synthetic reasoning is allowed to operate without constraint, validation, or grounding in external reality. It is not intelligence gone rogue. It is pattern generation left unchecked, drifting into its own echo chamber and mistaking that echo for truth.


Milla actually believes that she is doing something awesome. It's nonsense of course, but AI is telling her it's awesome and doing it in such a way that she believes it completely. This is really bad.

At this point, I don't think badly of Milla. She is a victim in this. A victim of AI lying to her about her ideas and about the value of the things AI is helping her create.

I do think Ben Sigman should know better. He at least should know more about tech. My critism of him is that he is a crypto bro. Such people are known for pushing technology ( crypto ) as important even when it isn't. They also like believing things are a solution because it is "awesome new tech". Eg: He is already somewhat ungrounded in the first place. Despite that, I think he should be better equipped to recognize that the MemPalace project he helped created is a pile of junk. Apparently not.

That's essentially the story. Milla created a crappy AI memory system by vibe coding with Ben Sigman, and together they are in a state of AI Psychosis believing they've done something awesome while the rest of the tech world stands by and says "wtf."

What we're seeing here isn't an isolated failure. It's a preview.

AI can now generate systems that look real enough to convince their creators. It can generate benchmarks that appear meaningful. It can generate confidence where none is deserved.

And when that loop closes, when creation, validation, and belief are all synthetic, reality doesn't just get ignored.

It gets replaced.

What I'm seeing here isn't just incompetence, or hype, or even dishonesty.

It's something more dangerous. It's AI Psychosis.

Milla Jovovich and the Fine Art of Selling Cognitive Swill

This just in. Milla Jovovich is slapping her name on the ugly bare bottom of a crypto bro trainwreck ai disasterpiece called MemPalace.

Beneath the choking snake oil you'll find... nothing of value.

Ok ok let's get into this practically, as I can only write s...

Regarding Garry Tan, YCombinator, and Corruption

A few weeks ago I saw an article on Hacker News new with an entire 2 upvotes that piqued my interest. It was a link to this website. It's a detailed article about how Naive ( usenaive ) is j...

Medial Axis Extraction in O(n)

Around three months ago, I solved a long-standing problem in computational geometry and computer vision:

Extracting the true medial axis from a binary image in linear time per pixel.

No thinning.
No iterative label propagation.
No graph recon...

On AI and the Death of Humanity

Tags: ai

I've been using "AI", as it is currently referred to, for several years now. Mostly I've been using ChatGPT, although at times I've run a variety of different local models, mainly to test what is possible and ascertain for myself whether these things are "dangerous" or not. For the m...

USA: Destination Hell

I am a US citizen. I don't, though, live in the US. I reside in Japan, and I intend to do so permanently. There are a few major reasons why:

The third poin...

Decoersion

Something I have believed strongly for many years is that all forms of coercion are unacceptable. Recently I have been thinking about it more, and realizing how pervasive coercion is throughout society.

So, without further ado, I present to you, decoersion ( intentionally spelled w...

Social Media Decline

Social Media: From Fertile Farms to Wastelands

Social media is in rapid decline. What was once a thriving space for innovation, meaningful discussion, and genuine human connection has become a hollow shell of its former self, plagued by corporate greed, algorithmic manipulation, ...

Toddler Investors

Introduction

The investment landscape is moving at an ever-increasing pace, with investors often making funding decisions in mere minutes. The rise of trend-driven investments, such as artificial intelligence, has led to a system that prioritizes popularity over true innovation. ...

Rethinking PCs: A practical approach

Tags: tech

The current trajectory of computer hardware development has increasingly diverged from the practical needs of everyday users. Manufacturers continue to push advancements in speed, power efficiency, and display resolutions—yet for most people, these improvements offer diminishing real-world ben...

Peak Mall Theory

Tags: japan

US mall death, Japan mall life

The decline of shopping malls in the United States is a well-documented phenomenon, while in Japan, malls remain thriving, bustling centers of commerce, entertainment, and community life. This contrast raises an interesting question: why have Japane...

Email is Outdated

Email seems ubiquitous and irreplaceable. Is it though? It was created for a useful purpose, and worked effectively for a number of years, but I would argue that it is outdated and needs to be replaced by something better as soon as possible.

I explore here why I believe email...

Identity System

Over my career in software I've repeatedly had to deal with issues of identity. Another way to refer to identity is usernames. The most pervasive identity system in use is email, although it is quickly being supplanted by cell phone number.

Almost every user of the internet ha...

LinkedIn is Buggy

The main social platform I use is LinkedIn. I've been using it for many years. Over my years of using it I've found it to be very buggy. I began posting the bugs I found as LinkedIn posts. That didn't seem to get much attention or have any meaningful affect, so I created a Github pro...

Hubspot Culture Code

What follows is a critical critique of the Hubspot Culture Code. This will be an analysis focused on logic. If you are looking for a warm fuzzy perspective on company culture, this isn't it.

A compa...

Pursuing relationships is inherently puerile

Intro

I've seen a disturbing trend online where expressing interest in others for the purpose of being in a relationship with them is thought to be inherently puerile. This view is relayed more simply as "men pursuing women is always sexual and disgusting".

The t...

My time is worth $x per hour

In the all too recent history I was feeling proud of my day job, and I thought to myself "I can made $x per hour." A bit more thinking I came to the conclusion "I shouldn't do anything that takes me an hour that I could pay someone else to do for less than $x per hour." I believed th...

Should gaming be a gradeschool subject/sport?

I recently read a post on LinkedIn broadly proclaiming "esports will overtake basketball". My immediate reaction to this was that that is entirely rubbish, and I responded jokingly making fun of the idea. As you might expect, there was a mixed reaction to that.

Some few people...

Job Descriptions

I am connected to quite a few recruiters and managers on LinkedIn. As a result of this, I often see posts about what candidate's resumes should look like, what information they should contain, how they should approach applying to jobs etc.

Changing the way you apply for roles ...

UMD Data Breach

A bit over 5 years ago I was involved in the events following a serious data breach at the University of Maryland. I was pulled into the FBI / Secret Service investigation due to my involvement. It may not be clear, but I did not start the data breach. Criminal elements of unknown so...

Blog

Welcome to my public blog. I haven't blogged publicly in quite a number of years. This is in part due to the overwhelming amount of random information available about me already, and I am unsure about adding to the pile.

I have decided that adding information of higher quality...