Author | Lightnews

Filip @filipk.bsky.social · Jun 19

Still patching brittle data pipelines?

Semantic models bring intent and intelligence to your data ecosystem; making your systems adaptable, transparent, and future-proof; with meaning, not just structure.

#SemanticAI #KnowledgeGraphs #ModelDriven #AI #DataEngineering #EnterpriseAI

Filip @filipk.bsky.social · May 29

"Move fast and break things" always sounded like a conman's mantra. Speed has its place, but without accountability, it's not innovation. It's recklessness, incompetence, even idiocy.
Real results come from planning and thoughtfulness, not just momentum.

Filip @filipk.bsky.social · May 19

🌿 🌳 What if LLMs generated graph traversal paths via embeddings? This could break NP-hard limits in knowledge graphs, powering smarter automation, compliance, and AI copilots in regulated industries. LLMs may link symbolic logic with scalable graph computing. #AI #LLM #Automation #computerscience

Filip @filipk.bsky.social · May 11

🔧 Developing with Linked Data, JSON-LD, CBOR-LD, or RDF/JCS Canonicalization? Try ld-cli 🚀 now available on Snap! 👉 snap install ld-cli 👈

github.com/filip26/ld-cli

#LinkedData #JSONLD #CBORLD #RDF #JCS #RDFC #Canonicalization #CLI #OpenSource #DeveloperTools

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Filip @filipk.bsky.social · Apr 20

Neurosymbolic hybrids have the potential to dramatically compress deep models by integrating logical reasoning and world models - leading to smarter, explainable, and more efficient AI.

Filip @filipk.bsky.social · Mar 30

Logical Fungi: The Spores of Reason 🌱🧠🍄

www.linkedin.com/posts/filipk...

#SocietyOfMinds #MindNetwork #SurvivalOfTheCreative #FutureTech #MachineLearning #LogicAndReason #MachineUnderstanding #AlgorithmicThinking #ThinkingBeyondLogic

#societyofminds #collectiveintelligence #mindnetwork… | Filip K.

Logical Fungi: The Spores of Reason 🌱🧠🍄 In a distant future, humanity encounters a strange and mind-bending phenomenon - logical fungi. The mycelium, an…

www.linkedin.com

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Filip @filipk.bsky.social · Mar 28

🚀 **Why Semantic Computing Over COBOL?**

1. Semantic models (e.g., Datalog, F-Logic) handle complex logic declaratively
2. Easier to adapt to new requirements and business rules
3. Easier to maintain
4. Enhanced through automated reasoning
5. Because it’s not COBOL 😉

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Filip @filipk.bsky.social · Feb 18

ML predicts from data, while Machine Understanding (MU) enables machines to reason and provide explainable results. MU relies on semantic & linked data, offering trust, transparency, and precision where it's most needed.

#MachineLearning #MachineUnderstanding #AI #LinkedData #SemanticWeb

Filip @filipk.bsky.social · Feb 10

In a post-factual world, fragile imposters exploit fear to seize power, thriving in a void created by the absence of honesty and bravery.

#socialimpact #bravenewworld

Filip @filipk.bsky.social · Feb 3

The national government's role in identity management may be overrated. Independent organizations or reputable private companies could take the lead - if permitted. Citizens should have the freedom to choose the service provider that best fits their needs. #decentralization #digitalidentity #ssi

Filip @filipk.bsky.social · Jan 25

The most effective way to boost the adoption of privacy-preserving, #self-sovereign digital #identity is through the democratization of the identity market. Opening the market to private companies would foster competition driving innovation to deliver products that customers value most.

Filip @filipk.bsky.social · Jan 24

#OpenSource is Not Free Labor. If your company benefits from open-source but chooses not to contribute back, you're not supporting the ecosystem—you’re exploiting it. Open-source thrives on collaboration, not one-sided usage. It's time to step up and support the work that powers your success.

Filip @filipk.bsky.social · Jan 18

Nice, but I’m quite skeptical about these top-down initiatives. To support the #EU competitiveness, establishing a transparent business ecosystem with mandatory requirements for using open technologies based on open standards in gvt. contracts would be far more effective. euro-stack.eu #eurostack

EuroStack

euro-stack.eu

Filip @filipk.bsky.social · Jan 13

Chatbots that are supposed to assist you, can access private information and bypass protections, because you grant them the access - for example, by using a browser with an integrated #AI #chatbot while logged into your bank. This poses a significant #privacy and #security concern.

Filip @filipk.bsky.social · Jan 3

A general note on #JSON-LD - the lack of connection between compacted and expanded forms, with no traceability of what was expanded and into what, hinders advanced analytics and adaptive processing (+ it adds complexity).
JSON-LD repeats the same mistake as #XSLT in this regard.

#linkeddata

Filip @filipk.bsky.social · Dec 17

#nextjs + #firebase is so fast that, for the first time in my career, I had to add a delay to the loading indicator - otherwise, it just blinks. 🚀

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Filip @filipk.bsky.social · Dec 12

The day I began to appreciate AI was when I realized how effective it is at taking fragments of my ideas and turning them into a text that feels polished, sophisticated, and even as though it were written by someone more competent and intelligent than I am. #ai

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Filip @filipk.bsky.social · Sep 26

@ngerakines.me Neat use of atproto to get a verifiable, thank you for sharing!

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Filip @filipk.bsky.social · Sep 26

A verifiable credential signed with did:plc looks like a great way to open a whole new world to individuals. #decentralization #verifiablecredentials #digitalidentity

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Filip @filipk.bsky.social · Sep 26

e.g. by letting a user sign a random string (generated by 3rd party app) by a click on a button and send the signed string back to the app - zero-knowledge-proof of #DID ownership.

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Filip @filipk.bsky.social · Sep 25

I'm curious if there is a simple way to use #bsky #did plc method outside bluesky world for authentication. How to programmatically prove that did:plc:xyz belongs to the one who is presenting it? Does exist HTTP API to call without need to use #atproto?

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Filip @filipk.bsky.social · Sep 23

How does a verifiable credentials signature verification work?

#verifiablecredentials github.com/filip26/iron...

Verifiable Credentials Signature Verification by apicatalog.com

Filip @filipk.bsky.social · Sep 16

Linked Data. Graphs are cool. Trees are easy. Think in graphs, work with trees.

github.com/filip26/link...

GitHub - filip26/linked-tree: An abstract data model to process Linked Data. Graphs are cool. Trees are easy. Think in graphs, work with trees.

An abstract data model to process Linked Data. Graphs are cool. Trees are easy. Think in graphs, work with trees. - filip26/linked-tree

github.com

Filip @filipk.bsky.social · Sep 2

We like to map things to graphs, but then we prefer to work with trees. Graphs are great to catch ideas, plans, and knowledge. When it comes to software engineering, graphs are hard to work with, graphs are too generic and add unnecessary complexity to a domain limited use-cases.

#linkeddata #rdf

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Filip @filipk.bsky.social · Aug 26

LTDM 0.0.1
github.com/filip26/link...
#linkeddata #rdf