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anax32

34 karma · joined November 20, 2021

https://bayinformationsystems.substack.com https://github.com/bayinfosys https://www.bayis.co.uk
submissionscomments
anax32··on Attention is all you have
maybe bookmarks and things didn't scale, but The Algorithms can be self-hosted. We just haven't developed the tools.
anax32··on Can gzip be a language model?
hallucinations are lossy compression artefacts
anax32··on Spain orders blocks on Archive.today and its mirrors
That's a crazy stat. In the UK, 53% of people are net recipients - about 2M people! (https://www.ons.gov.uk/peoplepopulationandcommunity/personal...)

State dependents - either benefits/welfare or employed - have a very different experience of the economy than others; the disconnected work/pay relationship.

The disconnect between income and effort is causing people to have warped priorities, which, ultimately, results in inflationary economics and impoverishment.

anax32··on Spain orders blocks on Archive.today and its mirrors
We all feel like this in Europe. It's crazy. How are the politicians all like this?
anax32··on Anti-AI fonts are useless and harmful
Love that page styling.
anax32··on Ask HN: What are you working on? (August 2026)
I'm building a simple model inference platform: https://marigold.run

Seems everyone is building an inference platform lately, but this one is mine! And I'm enjoying it...!

anax32··on [dead]
With new tools (i.e., LLMs) it feels like software engineering is moving to an assembly process.

The best engineers will have an awareness of overall problem, architecture, how pieces should fit together and what changes when the fits are made.

The top-tier will be able to adjust components, and identify gaps which can be filled by newly created, but properly shaped components to create new emergent properties from the combinations.

This has always been a requirement, but intertwined with the expression of the vision by coding. Are those two things really separate? I don't think people can be architects without coding, but I'm an old man with old ideas!

anax32··on Protect your right to run local AI
yes, that's what I thought.

"You got a loicense for that PSU?" is my biggest fear!

anax32··on Right to Local Intelligence
A ban on desktop PC components over a certain power threshold (300W) or PSUs would definitely affect local AI, and Europe is not a big enough market, nor has it's own internal supply chains to offer alternatives.

This has been done in the EU/UK in the past (hoovers/vacuum cleaners) so the mechanism exists.

I'm in the UK and support your direction.

anax32··on Age verification is just a precursor to automated attribution of speech
And it is focussed on social networks, which require an email address, which usually implies a device.

But instead of inserting controls around email addresses (as with paid services) or devices (as with contraband), the requirement is pushed to the application layer. It really makes no sense from a technical POV.

anax32··on Knowledge Distillation of Black-Box Large Language Models (2024)
The US "product machine" is so strong. They really know how to do frictionless signup and vendor lock-in on the corporate side.
anax32··on Ultrasound imaging of the brain
Can anyone explain how this ultrasound can see through the skull?

I've worked on ultrasound devices and data, the shadows from bone, and distortions caused by tissue types were very difficult. If this device can deal with those distortions it would already be useful for lung imaging.

anax32··on Ask HN: How is GPU power draw measured at scale?
Yes, thank you. That's exactly where I am, and trying to gather some knowledge.

The power draw from the wall is especially important, because a spike across multiple devices at the same time can cause issues which are really difficult to debug.

anax32··on The unbearable cheapness of open weight models
Open weight and local hosting is far, far cheaper. In every respect. Even support is cheaper, over time.

However, it's difficult to sell this to businesses who want contracts and KPIs, not staff and commitments.

Regulated industries will favour the closed sources, either by choice or mandate. The interesting question is whether they will have better models, or worse models. History says they will receive a worse service, but continue anyway.

anax32··on Running local models is good now
I've just made a milestone on my project, moving away from AWS (budget) to self-hosted and the local models are so much faster than in the past. Beyond LLMs, having embeddings, image, video, audio gen available is crazy.

Running locally is the bar; it's hard to make these things a service which scales.

anax32··on Why does paper fold so well?
I'm not getting any work done today

thank you!

anax32··on 21 years and counting of 'eight fallacies of distributed computing' (2025)
* You will have logs

Always gets me

anax32··on Report on an Unidentified Space Station
This was a big moment for me, but I now believe it's fictional.

Thanks Ballard

anax32··on When AI Crosses the Line: The Matplotlib Incident
This stuff is better than TV
anax32··on [dead]
HTTP content negotiation was a good idea which decouples content from form, but only as far as format selection.

Generative models are able to transform content between media types, and it feels like the original intention can be completed -- the server generates the appropriate form at request time, rather than serving a pre-rendered one.

A concrete example: an Image2Depth model estimates the depth of a scene from a standard image, encodes that information in the response, and returns it to clients capable of rendering depth -- 3D displays, VR headsets, and so on. The content is the same; the form is specialised to the client capabilities.

anax32··on [dead]
I've been thinking of LLM prompting as execution, which makes context building a compile step -- different build systems, different output quality. Chunking is the simplest compiler; artefact construction that infers schema and resolves contradictions is a much richer one. The article maps the current spectrum.
anax32··on Digital Archaeology: where does Bitcoin's 21M come from?
an interesting aside: the block rewards for each epoch are the percentage issuance of that epoch.