#DigitalIdentityOptimization as Articulated Revelation (#Claude #Opus 4.7 Search)

Epistemological #analysis by Claude as #analyst, #operator, and #theorist: #DIO represents #shift in approaching #digitalidentity.

Key #vectors:

• #Ontology of #LatentSpace

• Transdisciplinary Convergence

• #Operator role: Contingent or necessary?

DIO is not tactic, but a structural necessity dictated by the materialization of #KnowledgeGraphs, #AIOverviews, and #LLM citations.

https://www.slideshare.net/slideshow/digital-identity-optimization-dio-fabrikace-nebo-objev-by-claude-opus-4-7-search/288132937

#DigitalIdentityOptimization as Articulated Revelation (#Claude #Opus 4.7 Search)

Epistemological #analysis by Claude as #analyst, #operator, and #theorist: #DIO represents #shift in approaching #digitalidentity

Key #vectors:

• #Ontology of #LatentSpace

• Transdisciplinary Convergence

• #Operator role: Contingent or necessary?

DIO is not tactic, but a structural necessity dictated by the materialization of #KnowledgeGraphs, #AIOverviews, and #LLM citations.

https://www.slideshare.net/slideshow/digital-identity-optimization-dio-fabrikace-nebo-objev-by-claude-opus-4-7-search/288132937

Thank you to our Platinum Sponsors @tentris , @SPGlobal , and @metaphacts / Digital Science — for supporting #ISWC2026.

Together, we are advancing innovation in the Semantic Web, Knowledge Graphs, and AI communities.

📍 Bari, Italy | 25–29 October 2026

#SemanticWeb #KnowledgeGraphs #AI

🎷 3… 2… 1… Let's jam! 🚀

In this week's #KDAI2026 lecture, we dived deeper into NLP:
🛰️ Text similarity & edit distance, Levenshtein, cosine & Jaccard
🛰️ Regular expressions from Kleene & Thompson to ELIZA
🛰️ Tokenisation & normalisation: BPE, stemming vs. lemmatisation

Get your tokeniser right, or your model flies blind. See you, space cowboy… 🪐

#NLP #MachineLearning #AI #DeepLearning #LLM #knowledgegraphs #TeachingAI @fizise @fiz_karlsruhe #cowboybebop

One week of intensive but very fruitful discussions in Bertinoro Castle together with 18 top #AI researchers to shape the future of the International #semanticweb Research Summer School. Stay tuned for next year‘s upgraded revision! Kudos to all participants and your valuable feedback!

#KnowledgeGraphs #academiclife #research #LLMs #generativeAI @fiz_karlsruhe @fizise @tabea @AxelPolleres #Photography #BlackAndWhite #blackandwhitephotography #emiliaromagna

What makes data trustworthy enough for people or their agents to act on it?

I wrote about Linked Data based “trust triggers” that can give systems good reasons to act.

#linkeddata #knowledgegraphs

https://pietercolpaert.be/interoperability/2026/06/11/trust-triggers

Another day at #HAICON26 delivered plenty of inspiring conversations.

The HMC booth remained busy throughout Day 2, with many visitors interested in metadata, interoperability and FAIR research data.

One topic stood out in particular: Knowledge Graphs. We had many discussions about accessing and using the HMC Knowledge Graph, APIs, metadata harmonization and interoperability across research domains.

#AIforScience #HMC #KnowledgeGraphs #FAIRData #OpenScience

@helmholtz_ai
@HelmholtzImaging

📌 Poster Session highlights at #HAICON26

It was great to see strong interest in the posters presented by our #HMC colleagues.

Santiago Casas Castro showcased his work on metadata crosswalk extraction and graph-grounded interoperability, while Marjan Kohandani from the #HMCproject #AIMWORKS presented their results.

Many thanks to everyone who stopped by for discussions and questions!

#AIforScience #KnowledgeGraphs #OpenScience

@helmholtz_ai

🌧️ Rain outside, great conversations inside!

Day 1 of #HAICON26 brought many visitors to the HMC booth – some even while we were still setting up. We were delighted to meet colleagues from Helmholtz Centers, universities and organizations from Germany and beyond, and to discuss #FAIRdata, #Metadata, #Interoperability, #KnowledgeGraphs and #Training opportunities.

Looking forward to more exchanges over the coming days!

#AIforScience #HMC #AIforScience
@helmholtz_ai @HelmholtzMunich

📌 Meet us at Poster Session I today (14:00–16:00, JOIN Lounge) at #HAICON26!

Santiago Casas Castro (DLR, HMC Hub Aeronautics, Space and Transport) will present:

"M²S³OM-graph: A Hybrid Deterministic-LLM Pipeline for Automated Metadata Crosswalk Extraction and Graph-Grounded Interoperability"

Come by if you're interested in metadata crosswalks, knowledge graphs, LLM-supported workflows, and research interoperability.

#AIforScience #Metadata #KnowledgeGraphs #LLM #ResearchData #HMC