Symufolk

Symufolk SymuFolk leads in AI solutions, transforming Data Science, Blockchain, ML, LLMs & Cybersecurity to power next-gen innovation
📞 +351308800032
📍 Porto, Portugal

fine-tuning an AI model used to need an ML team in 2026 it needs good data and a free afternoon. swipe to see the full s...
25/08/2026

fine-tuning an AI model used to need an ML team in 2026 it needs good data and a free afternoon. swipe to see the full story.

DM 'SLM' to talk through your first project.

23/08/2026

reels paglu corporate edition 😭

before: routing everything through a massive general model.after: a focused SLM that knows your domain, costs less, and ...
21/08/2026

before: routing everything through a massive general model.
after: a focused SLM that knows your domain, costs less, and keeps your data private.

the shift doesn't require an ML team.

it requires a decision.

save this

20/08/2026

we ran the same task through a massive general AI model and a tiny 7B fine-tuned one.

the small model won.

not because it was more powerful because it actually understood the domain.

that's the lesson most founders are missing right now.

save this before you default to the biggest model again.

everyone said bigger was better. they were wrong the small model era is here and it's outperforming.swipe to see the who...
20/08/2026

everyone said bigger was better. they were wrong
the small model era is here and it's outperforming.
swipe to see the whole story.

12/08/2026

the fastest-growing AI companies in 2026 aren't selling software.

they're selling results.

you pay when it works. not before.

that's the shift most founders are still missing and it's changing how AI gets built, sold, and priced.

save this. it matters for where the market is heading.

you've been paying for software wrong for a decade  AI is finally fixing it. swipe to see the whole story.
10/08/2026

you've been paying for software wrong for a decade
AI is finally fixing it. swipe to see the whole story.

07/08/2026

genz hit a different type of nerve 🤷🏻‍♀️😭

open-source AI isn't getting weaker. it's getting smarter about what it needs to be good at.smaller. more focused. runs ...
04/08/2026

open-source AI isn't getting weaker. it's getting smarter about what it needs to be good at.

smaller. more focused. runs on standard hardware.

the race to the biggest model is over.
the race to the most useful one just started.

save this. the playbook just changed.

general AI and specialized AI aren't the same thing.and using the wrong one for your problem is quietly costing you  in ...
29/07/2026

general AI and specialized AI aren't the same thing.
and using the wrong one for your problem is quietly costing you in accuracy, in money, and in time.
most founders don't know the difference yet. that's the advantage.

swipe to figure out which one your business actually needs. ↓

save this before your next AI decision.

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