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trilogic

182 karma · joined April 4, 2025

Founder of HugstonOne and Hugston.com
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trilogic··on Ask HN: Has anyone replaced Claude/GPT with a local model for daily coding?
https://hugston.com/models/anthropics-fable-qwen36-35biq4-nl
trilogic··on Just like that our sub (HTTPS://www.reddit.com/R/Hugston/) is gone
Just like that our sub (https://www.reddit.com/r/Hugston/) is gone. It takes 1 article about google and you are out, imagine the power this companies have. All your hard work, your users, posts, articles, community is gone. But we will let everyone in our reach to know this lame schemes. here the original article:

https://hugston.com/news/ban-european-account-pay-billions and: https://medium.com/@klaudibregu/google-greedy-gets-karma-8ae...

Is doesn´t make sense to have an account in this dictatorships "socials", where if you express facts or your opinion you get banned. THis is in fact good because it fuels the migration to our European socials, Thank you and in case you need a reminder, F..k this we selfhost baby.

Be Aware next in line to pay billions, Reddit.

trilogic··on Claude Desktop spawns 1.8 GB Hyper-V VM on every launch, even for chat-only use
Vibecoded with AGI, production ready.
trilogic··on German ruling declares Google liable for false answers in AI Overviews
https://hugston.com/news/ban-european-account-pay-billions

https://medium.com/@klaudibregu/google-greedy-gets-karma-8ae...

trilogic··on If Claude Fable stops helping you, you'll never know
https://huggingface.co/Trilogix1/Hugston-Nex-N2-Pro-gguf
trilogic··on MiMo-v2.5-Pro-UltraSpeed: 1T model with 1000 tokens per second
Pfff time wasting. 1 password between 8-16 characters, and this and that... What??? 2 Captcha after captcha, come on 3 Service unavailable This service is not available in your region yet.

Are you kidding me. Come back when you are ready for the users. I was hopping to try it, what a frustration.

trilogic··on Local AI model claim to beat GPT 5.5 and Opus 4.7
Would be great to have some feedback from real use cases. If this model is good as it claims would be useful to all for sure.
trilogic··on LLMs are eroding my software engineering career and I don't know what to do
<I'm still unsure what the good ideas are for when we reach a world without labor scarcity. It should be real creativity the final goal to this life optimization. For now many of us need to fight for survival, for food, shelter... so is a bit difficult to be purely creative. But is also true that given all the benefits (taking off the survival instinct) makes creativity obsolete.

>I work for myself and the world, not for Ai. Yourself really? Start by defining "I", "work" or "yourself"... then we may proceed to the next LOL

trilogic··on Anthropic/OpenAI may be spending more than $1000 for every $100 you pay them
https://hugston.com/news/the-subscription-to-incompetence-is...
trilogic··on LLMs are eroding my software engineering career and I don't know what to do
Interesting Tony, you seen to have been working for the AI since long time. We others are catching up but eventually all of us will be working for it, as directly or indirectly we are already doing. The "robot" was figurative cause we are no different from a machine, but that is too much for humans to comprehend.
trilogic··on LLMs are eroding my software engineering career and I don't know what to do
>Of course, I'm still employable because someone has to review the code and steer the robot...

We will work for the robots, steering them to steer us.

trilogic··on Biohub releases a world model of protein biology
It is a nice work, however the domain specific finetuning will always be of higher accuracy prediction. Another thing worth noting is the sequence length used for the training (usually cut to 1024/2048) which is a game changer if left uncut.

I did have a bit of fun myself finetuning esm2 in domain specific bacteria (cause it gives better score) and comparing it to another model (self created) and self created beat it at 25% more accuracy. Then for the 3d structure was coded a 3d protein visualizer hypergraph with the upload file option and visualize instantly the result. 2 days job :)

trilogic··on Anthropic's open-source framework for AI-powered vulnerability discovery
https://github.com/Mainframework/Anthropic-Cybersecurity-Ski...

Be aware: the .py/s will not pass the antivirus but basically they do the job.

trilogic··on The History of "Prisencolinensinainciusol"
Adriano is charismatic (public confirms it, they pay for his songs and movies). Claudia Mori beside being a beautiful actress and singer, was the public relation heart, which paid off very well. When I met them they were funny and happy, also by induction the typical VIP behavior. Everyone has a bad day sometime but Overall,they get a very positive sentiment. Still listening to: in tanto il tempo se ne va ....
trilogic··on The History of "Prisencolinensinainciusol"
Adriano sei forte uei! (Meaning: Adriano You´re cool Hey), an Italian LEGEND very smart rich in all and humble, (you too Claudia) from somebody you used to know :)
trilogic··on Qwen3.7-Max Ran for 35 Hours on Unknown Hardware and Achieved a 10× Speedup
Don´t give up on native agents, best logic will prevail. The open weights will show the real deal.
trilogic··on I'm Tired of Talking to AI
Would be ironic that I am now replying to a bot, while everyone else assumes the contrary.
trilogic··on Vivaldi 8.0
It is a great browser, thank you. Would you consider to add an option that signals scam websites and especially the ones that do not give the option of denying cookies or making it helly difficult being so in non compliance with gdpr. That is some data that you will be glad to sell, we get a better service and Eu warriors make some money on it.
trilogic··on OpenAI to confidentially file for IPO as soon as Friday
Well having "Mythos" at our offices (maybe not so good but 90% or maybe even better) would it be worth 1 Billion, Just saying!
trilogic··on OpenAI Is Preparing to File for an IPO Soon
>Anthropic is currently in talks with investors to raise money at a $900 billion valuation, which would push it ahead of OpenAI.

How you go from 380 to 900 billions in a month, I am very curious? So now Anthropic is evaluated 900 billions! Journalism this days is worse than my kids social media channel. Totally, I believe you, go for it, is just one more zero bro. Everyone Brace for Impact.

Let´s do it also, Breaking News: HUGSTON in talks with investors now Evaluated at 1 Billion Euro.

trilogic··on Anna's Archive hit with $19.5M default judgment and global domain takedown order
They should create a giant AI LLM model trained on that data. Then settle with some form of payment like others did (learning from the best LOL). Then I don´t understand why once bought a book can´t be uploaded online? If you are not engaging in a commercial activity I don´t see the issue, the book was bought is not a state secret. By that logic the cookie trackers, that literally track/spy you and that buy and sell your data for profit and more, illegally should be priority, not some books that educate people.
trilogic··on Qwen 3.7 Preview
We managed to increase the ctx for whatever llm model that is GGUFED, here the experimental tests: https://www.reddit.com/r/Hugston/
trilogic··on Qwen 3.7 Preview
As funny as it may sound a q4_k_m well converted and quantized properly (and finetuned, impereative) would do the job. The 27b it may be good but is heavy, it burns the hardware. I personally prefer the 397B if I am stucked and can´t progress, it can still run with 7 tps. Now with the Mtp (multitoken prediction) it nearly double the speed ( reached 82tps today with the 35b 100000ctx). I recommend it you give it a try.
trilogic··on Qwen 3.7 Preview
Edit: Forgot to mention that it can process images and pdf, and 100s of other files, it can even create presentations in code or mermaid, svg, charts js etc. Here a basic version of it: https://hugston.com/chat
trilogic··on Qwen 3.7 Preview
Really, how so? Because we work with codebases daily, can you tell us a concrete example! In our case we work in consumer hardware (ish), 10 million ctx (1 million output, 1 million input proven, sometimes it loops or breaks at over 500k ctx byt at ~17tps linear). IT can read the full codebase, unleash agents, and write in disk editing and patching files creating a full app in 3-4 minutes. IT can do Web search and Rag pretty fast, it understands and fix the user query, sys prompts and adapt/fix them if needed on the fly. I am wondering what more do you do?
trilogic··on Qwen 3.7 Preview
Here is a dataset you can choose from: https://huggingface.co/datasets/Avtrkrb/combined-reasoning-o... Get a 10000 samples from it according to your needs and go for it. The key (in my opinion) is not cutting the Sequence Length among other things. Whatever traditional finetuning repo will do, if your hardware supports it Unsloth is faster.
trilogic··on Qwen 3.7 Preview
Qwen 3.6 35B (finetuned) is so good that it became standard open weights for everyday use. Is not far at all from proprietary models if you give it tools, skills and agents etc, it can actually finish the job. (Thank you Qwen team, appreciated). Using opensource now we can definitely rely to design from scratch very complicated architecture and build pretty fast the full pack. Wish to see Europe AI unleashed, wake up.
trilogic··on OpenAI and Government of Malta partner to roll out ChatGPT Plus to all citizens
There is nothing money can´t buy, moral included. That do not change stupidity, so I am with you there.
trilogic··on EU weighs restricting use of US cloud platforms to process government data
It is a step in the right direction, but time is a key factor also. Do not take it easy, hurry up.

Imperative to stop the data leak this month (Maj 2026).

trilogic··on OpenAI and Government of Malta partner to roll out ChatGPT Plus to all citizens
Outrageous, Malta is Europe, it needs an European provider, this is an European security issue. Malta need to align to European values as by agreement with EU.
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