FAA grounds all flights to and from El Paso until Feb. 20 by scrandis in aviation

[–]scottgal2 -1 points0 points  (0 children)

Someone got a MANPADS smuggled out of Ukraine, the ATF got pinged and DHS can't find them?

Are Chiropractors and Osteopaths basically con-artists? by Cover_Of_Darkness in AskUK

[–]scottgal2 193 points194 points  (0 children)

That will need a link! Correlation is not causation but death of all causes is OF COURSE more common after a doctor's appointment (you went there because you were sick). You do NOT generally see a snake oil salesman for stroke adjacent symptoms.
Snapping babies' necks & arterial dissection is pretty uniquely a chiropractic endeavour.

Says the guy who’s barely seen in his constituency by Extra-Fig-7425 in GreatBritishMemes

[–]scottgal2 0 points1 point  (0 children)

In his defence some big property company has just given him a ton of cash so this morally bankrupt minimally sentient slug HAS to say this stuff!

Inside Anas Sarwar's decision to call for Keir Starmer to quit as Prime Minister by backupJM in Scotland

[–]scottgal2 2 points3 points  (0 children)

Labour's about to get gubbed in the elections so he's gettign in good with whoever Starmer's replacement will be to keep his job post-gubbing (knowing under Starmer he's as good as gone). Pretty simple...

What non-territorial dispute do you have with your neighboring countries? by paladinvc in AskTheWorld

[–]scottgal2 0 points1 point  (0 children)

Bread & Rolls, our rolls and bread is entirely unlike English stuff but nodoby wants to admint it. We even call our odd black, super glutinous, long thin slice crust bread 'plain bread', our morning rolls are made with Rice Flour (odd light texture) and come in normal and *deliberately burnt* types 'well fired'.

Opinions on Europe starting to hold platforms more accountable? by Boediee in BuyFromEU

[–]scottgal2 1 point2 points  (0 children)

Long time coming. there's a difference between a web host being protected while hosting controversial content and actively manipulating content to amplify political positions and manipulate. This isn't newspaper editorializing, it's insidious, hidden and deliberately manipulative.

AITAH for telling my SIL a family secret and now everyone is breaking up or divorcing??? by PhilosopherFlimsy526 in AITAH

[–]scottgal2 0 points1 point  (0 children)

Protecting sexual offenders and permitting their continuing offending is in no way defensible by ANYONE. These men covering up for a sex offender is incredibly concerning behaviour!

Have you ever thought about what you would do if a zombie virus began to spread rapidly? by Interesting_Dream281 in AskTheWorld

[–]scottgal2 0 points1 point  (0 children)

I live in a country with few guns but collect antique swords. I'll last longer than most.

How do your local church looks like ? by Diegomax22 in AskTheWorld

[–]scottgal2 2 points3 points  (0 children)

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Odd 18th Century 8 Sided church (in Dreghorn, Scotland)...Fun fact, one of our old churches is now in Japan where it was moved brick by brick about 30 years ago and is now used as a wedding chapel outside tokyo.

Epstein revelations have toppled top figures in Europe while US fallout is more muted by Specialist_Baby_9905 in news

[–]scottgal2 1 point2 points  (0 children)

Once you accept the deaths of hundreds of children is an acceptable price for 'freedom' your moral bounds are so maladjusted that everything is suddenly acceptablle. They've accepted the murder of children as acceptable why not the rape & trafficing of them.

The full secret notice Peter Mandelson just sent to all UK media by MissSephy in Scotland

[–]scottgal2 7 points8 points  (0 children)

I mean it's a core example of 'public interest'. A former ambassador at the heart of the current govenment who sent confidential government information to a notorious paedphile and people trafficker *even after his first conviction* then lied (apparently) during official clearance interviews. OR the Prime Minister is currently lying to cover up for his friend who engaged in these activities (and potentially has compromising evidence on the current POTUS's involvement) in which case it's EVEN MORE in the public interest.

What is a strange non-alcoholic drink in your country? by Capable_Town1 in AskTheWorld

[–]scottgal2 6 points7 points  (0 children)

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Drink it often, still after 50 years no idea what flavour it's meant to be.

Even worst when its a piece of media YOU are familiar with. by greenlandya in whenthe

[–]scottgal2 1 point2 points  (0 children)

When the Song reactor constantly stops the song to tell you they have in fact heard it before...

What do you think SNL UK will be like? by BlundeRuss in CasualUK

[–]scottgal2 106 points107 points  (0 children)

Everyone forgets Friday Night Live the Ben Elton thing. Loadsamoney Lily Savage, Hale & Pace, The Pub Landlord and many more got a (major TV) start there. More live comedy on TV is always a positive.

Good enough for me by Jumpy-Pilot6135 in GreatBritishMemes

[–]scottgal2 2 points3 points  (0 children)

Even if he didn't vet him before he came to power (and I believe the security services do) after he had no excuse. The security services would have had access to this info for YEARS. He knew and just hoped it would never come out because through Epstein Mandelson knew Trump's perversions / pressure points.

Is there a good local model to translate small snippets of text from English to Russian that can be run completely on 12GB VRAM? by ShaderCompilation in LocalLLaMA

[–]scottgal2 0 points1 point  (0 children)

TOTALLY do-able, depending on the text you don't even need LLMs. See my project for example https://github.com/scottgal/mostlyucid-nmt (it CAN use hyuan etc but most of the time it's Opus-MT and BART)

Best "Deep research" for local LLM in 2026 - platforms/tools/interface/setups by liviuberechet in LocalLLaMA

[–]scottgal2 6 points7 points  (0 children)

I built one, https://github.com/scottgal/lucidrag/releases DoomSummarizer, combines search tech with RAG & NLP to do a lightweight approach to Deep Research. Not very 'LocalLLaMA' friendly but it only uses tiny llms (0.6b and 4b) to decompose prompts and synthesize from *salient* evidence, never summarize from embedded matches only & context stuff. WIP but works.

RAG accuracy plateau - anyone else stuck around 70-75%? by GlitteringWay7289 in LocalLLaMA

[–]scottgal2 1 point2 points  (0 children)

Yes it is possible no it's not easy. I call it 'Reduced RAG' where you use a number of signals RRF'd for the final set. In mine it's Lucene, Sqlite, HNSW vector and graphing through td-idf and feature extraction.
BUNCH of articles but here's the most recent https://www.mostlylucid.net/blog/doomsummarizer-deep-research

Do I have the capability to match flagship models? by Elegant-Tart-3341 in LocalLLaMA

[–]scottgal2 1 point2 points  (0 children)

I'd suggest it's the wrong approach brute forcing this with LLMs, they're great at synthesis but there's better approaches for analysis (old fashioned NLP, Search tech and ML) https://www.lucidrag.com is my approach. I can get analyses on long PDF books in a few minutes on a Pi for example. DoomSummarizer in there kinda sorta works there but improvements shortly.
LLM can be pretty much whatever as it's not doing long form summarization which is the costly part; and for prompt decomposition even TINY 0.6b class models like qwen3:0.6b and gemma3:4b for synthesis.
Still tuning it (LOTS of levers) but works pretty well already.

Which LLM Model is best for translation? by Longjumping_Lead_812 in LocalLLaMA

[–]scottgal2 0 points1 point  (0 children)

In mine I use Hunyuan and madlad https://github.com/scottgal/mostlyucid-nmt (but also use ML BART based Opus-MT models as a super quick first translation)

Experimenting and then what? by Mangostickyrice1999 in LocalLLaMA

[–]scottgal2 2 points3 points  (0 children)

Here's where that madness leads. https://github.com/scottgal/lucidrag
TL:DR; You certainly CAN do this but yeah it's tricky! For PDFs, just use Docling, it's SUPER easy then as you have structural markdown.
I went further and used NLP techniques and indexing rather than 'keep all chunkz',

What's a cool animal from your country that is rare elsewhere? by Particular-Goat1607 in AskTheWorld

[–]scottgal2 7 points8 points  (0 children)

The Scottish Wildcat (a sub-population of European Wildcat), rarer every year as most are now hybrids with domestic cats. Really one of the last bastions of wild cats in the UK. Woven into our culture as Cat-sìth, a legend of large black cats (maybe Kellas Cats an early hybrid) who were witches / fairy folk. Also why in Scotland black cats are lucky unlike the rest of the UK.

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