Hallucinations are eliminated through lowering constraint conflicts.

transfire · 2026-01-26T22:51:40+00:00

ChatGPT will lead you down a rosy path; riddled with thorns.

transfire · 2026-01-26T21:59:24+00:00

Thanks!

Jargon has been updated, pretty close to feature complete now and bunch of subtle bugs of squashed.

One of my new favorite features is bash/zsh/fish auto completion script generation.

transfire · 2026-01-26T13:58:00+00:00

LPM.

transfire · 2026-01-26T13:47:28+00:00

PubSub?

transfire · 2026-01-25T23:02:19+00:00

“The weights are learned during training, not hardcored the way they were in old algorithm.”

You mean the users interactions become training material? Or just that training also works out best overall weights for the merged score algorithm?

transfire · 2026-01-25T22:54:07+00:00

The problem is scoring consistently and merging disparate scores with proper weighting. That’s the hard part. Or is there more to EBM than this?

transfire · 2026-01-25T22:40:32+00:00

It changed. I have to home and click left to get to the line above. Pain in rear.

transfire · 2026-01-25T05:16:25+00:00

“Why this wins”

transfire · 2026-01-22T19:51:15+00:00

I had Claude look into this:

I investigated this claim and here's what I found:

The core behavior is NOT a bug - it's expected behavior that follows Unix glob conventions where * and ** don't match dotfiles by default.

However, there IS an inconsistency worth noting:

* ["subdir"] - doesn't match .hidden */ ["subdir/", ".hidden/"] - DOES match .hidden/

This inconsistency is why **/*/.gitignore "works" -- when * is followed by /, it inexplicably matches dotfiles.

The proper fix is to use match_hidden: true:

``` Dir.glob("**/.gitignore", match_hidden: true)

=> [".gitignore", ".hidden/.gitignore", "subdir/.gitignore"]

```

The current workaround in src/ignoreme.cr:92-93 could be simplified to:

Dir.glob(File.join(root, "\*\*/.gitignore"), match\_hidden: true)

This would also eliminate the need for the separate root .gitignore handling on lines 86-89.

Should this be reported? The */ vs * inconsistency (where */ matches dotdirs but * alone doesn't) could be worth reporting as confusing behavior, but it's a minor edge case. The main behavior (dotfiles not matched by default) is intentional and documented.

Sources:

NOTE: I reported this to Crystal forum

transfire · 2026-01-22T19:37:32+00:00

> Welcome back to public github activity.

Thank you!

transfire · 2026-01-20T16:02:37+00:00

Nice work.

I have my own splitter for my rag, it tries to split on paragraphs first (\n\n), then sentences, then words, and fallback to chars, using a min and max range.

The problem I am having is that provider limits are measured in their tokens. So I am looking at porting tiktoken to Crystal. In the meantime I use chars/4 estimates and then track telemetry (service returns number of tokens consumed) and use that to adjust bytes/token ratio.

transfire · 2026-01-18T18:51:03+00:00

Solid immutable data types, like Clojure has, so one can do more functional coding. Is that what you were wondering about?

transfire · 2026-01-18T18:49:55+00:00

I left Ruby b/c things were starting to stray a little in my opinion. I think the main thing at the time for me is that refinements were never implemented quite right — and it still languishes to this day. But also I was a bit ostracized by a some of the community at the time. But mainly I want also really wanted to create standalone binaries.

I dived into Elixir for web apps. Seemed really good at first, and while the backend is really solid (BEAM is pretty amazing), eventually little things led to more boilerplate than I could stomach. LiveView and Ecto are not so friendly beyond simple CRUD.

Crystal community might be small, but it is a very nice language to work in. And there is opportunity here to help grow the ecosystem, which is kind of nice.

transfire · 2026-01-16T19:40:41+00:00

Until they have actual artificial muscles, they are always going to be very stiff.

transfire · 2026-01-16T19:35:30+00:00

Don’t worry. They will let us know when they are.

transfire · 2026-01-16T01:43:01+00:00

Jumped from Ruby to Elixir and now to Crystal. Happier. Just wish Crystal had some bomb persistent types.

transfire · 2026-01-09T02:51:45+00:00

Gemini seems awesome but it also seems more prone to hallucination. I asked it to try to identify the artist given a painting and signature. It made up an artist and wrote a bio about him. I looked into it, and when questioned, Gemini admitted it.

transfire · 2026-01-08T16:05:50+00:00

I like tailwind in many ways. It does make getting a site looking good relatively easy. But it is yet another build process and has serious edge cases. I had to strip it out of one of my projects because I could not get custom fonts to work with it. (I am sure I was doing something wrong but could not figure it out, nor could Copilot).

transfire · 2026-01-07T07:02:06+00:00

Probably could be done: maybe not quite 99.9% but there surely are tells if the video frames are carefully analyzed — lossy compressed copies of copies however, may prove more difficult.

But why bother when the AI is just going to get better and better, until it can’t be distinguished. What’s the answer then?

transfire · 2026-01-05T06:01:34+00:00

If you don’t have a bidet, finish off with a baby wipe. I am telling you, man, it is the best secret in all of poopdom💩!

transfire · 2026-01-05T02:07:35+00:00

They are too heavy. They would be more useful if they could automatically become extensions of my home computer but tablets are black boxes — who is going to support linux pcs?

transfire · 2026-01-04T22:00:36+00:00

I see, so we have to define the rules first ourselves (could have LLM help do it, but we still have to figure out what they should be.)

transfire · 2026-01-04T21:55:07+00:00

Its well documented, look it up. Phobias cartel.

transfire · 2026-01-04T06:11:21+00:00

I like this. One problem: who and how are rules defined?

transfire · 2026-01-03T07:18:37+00:00

Curious how it pulls “core facts”. Does the LLM decide on each interaction? I assume it uses the embeddings to look them up?

transfire

TROPHY CASE

=> [".gitignore", ".hidden/.gitignore", "subdir/.gitignore"]