Actions

ConferenceCall 2026 03 25: Difference between revisions

Ontolog Forum

No edit summary
No edit summary
Line 19: Line 19:


= [[OntologySummit2026|Ontology Summit 2026]] {{#show:{{PAGENAME}}|?session}} =
= [[OntologySummit2026|Ontology Summit 2026]] {{#show:{{PAGENAME}}|?session}} =
* '''Luis Lamb''' ''Neurosymbolic AI: From research to industry''
** Abstract: Neurosymbolic AI integrates neural machine learning with symbolic reasoning, combining data-driven learning with knowledge representation and logical inference.  This integration addresses a limitation of neural methods--the lack of interpretability and formal semantics--which are essential in safety-critical domains where logic and formal methods have excelled. This talk briefly surveys the foundations, representative frameworks, and tools of neurosymbolic AI.<br/>We examine how neurosymbolic methods are adopted in industrial settings. Finally, we review recent deployments and product developments from industry, an assessment of open problems and current research directions.
** [https://ontologforum.s3.us-east-1.amazonaws.com/OntologySummit2026/AI/Neurosymbolic-AI-From-research-to-industry--LuisLamb_20260325.mp4 Video Recording]
* '''Manas Gaur''' ''Neurosymbolic AI for High Stakes Applications in the LLM Era''
* '''Manas Gaur''' ''Neurosymbolic AI for High Stakes Applications in the LLM Era''
** [https://kai2.umbc.edu/ Website]
** [https://kai2.umbc.edu/ Website]
* '''Luis Lamb''' ''Neurosymbolic AI: From research to industry''
** [https://ontologforum.s3.us-east-1.amazonaws.com/OntologySummit2026/AI/Neurosymbolic-AI-for-High-Stakes-Applications-in-the-LLM-Era--ManasGaur_20260325.mp4 Video Recording]
** Abstract: Neurosymbolic AI integrates neural machine learning with symbolic reasoning, combining data-driven learning with knowledge representation and logical inference.  This integration addresses a limitation of neural methods--the lack of interpretability and formal semantics--which are essential in safety-critical domains where logic and formal methods have excelled. This talk briefly surveys the foundations, representative frameworks, and tools of neurosymbolic AI.<br/>We examine how neurosymbolic methods are adopted in industrial settings. Finally, we review recent deployments and product developments from industry, an assessment of open problems and current research directions.
* Discussion
** [https://ontologforum.s3.us-east-1.amazonaws.com/OntologySummit2026/AI/Discussion_20260325.mp4 Video Recording]


== Conference Call Information ==
== Conference Call Information ==

Revision as of 01:48, 26 March 2026

Session Ontologies and AI
Duration 1 hour
Date/Time 25 Mar 2026 16:00 GMT
9:00am PDT/12:00pm EDT
4:00pm GMT/5:00pm CET
Convener Gary Berg-Cross

Ontology Summit 2026 Ontologies and AI

  • Luis Lamb Neurosymbolic AI: From research to industry
    • Abstract: Neurosymbolic AI integrates neural machine learning with symbolic reasoning, combining data-driven learning with knowledge representation and logical inference. This integration addresses a limitation of neural methods--the lack of interpretability and formal semantics--which are essential in safety-critical domains where logic and formal methods have excelled. This talk briefly surveys the foundations, representative frameworks, and tools of neurosymbolic AI.
      We examine how neurosymbolic methods are adopted in industrial settings. Finally, we review recent deployments and product developments from industry, an assessment of open problems and current research directions.
    • Video Recording
  • Manas Gaur Neurosymbolic AI for High Stakes Applications in the LLM Era
  • Discussion

Conference Call Information

Discussion

Resources

Previous Meetings

 Session
ConferenceCall 2026 03 18Ontologies and AI
ConferenceCall 2026 03 11Ontologies and AI
ConferenceCall 2026 03 04Ontologies and AI
... further results

Next Meetings

 Session
ConferenceCall 2026 04 01Foundations and Tools
ConferenceCall 2026 04 08Foundations and Tools
ConferenceCall 2026 04 15Foundations and Tools
... further results