ConferenceCall 2026 03 25: Difference between revisions
Ontolog Forum
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** 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. | ** 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] | ** [https://ontologforum.s3.us-east-1.amazonaws.com/OntologySummit2026/AI/Neurosymbolic-AI-From-research-to-industry--LuisLamb_20260325.mp4 Video Recording] | ||
** [https://youtu.be/ubC9K7p2hew YouTube Video] | |||
* '''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] | ||
** [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] | ** [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] | ||
** [https://youtu.be/zg7Z3teiuNE YouTube Video] | |||
* Discussion | * Discussion | ||
** [https://ontologforum.s3.us-east-1.amazonaws.com/OntologySummit2026/AI/Discussion_20260325.mp4 Video Recording] | ** [https://ontologforum.s3.us-east-1.amazonaws.com/OntologySummit2026/AI/Discussion_20260325.mp4 Video Recording] | ||
** [https://youtu.be/dFLWuLK2ayw YouTube Video] | |||
== Conference Call Information == | == Conference Call Information == | ||
| Line 39: | Line 42: | ||
== Resources == | == Resources == | ||
* [https://ontologforum.s3.us-east-1.amazonaws.com/OntologySummit2026/AI/Neurosymbolic-AI-From-research-to-industry--LuisLamb_20260325.mp4 Luis Lamb Video Recording] | |||
* [https://youtu.be/ubC9K7p2hew Luis Lamb YouTube Video] | |||
* [https://ontologforum.s3.us-east-1.amazonaws.com/OntologySummit2026/AI/Neurosymbolic-AI-for-High-Stakes-Applications-in-the-LLM-Era--ManasGaur_20260325.mp4 Manas Gaur Video Recording] | |||
* [https://youtu.be/zg7Z3teiuNE Manas Gaur YouTube Video] | |||
* [https://ontologforum.s3.us-east-1.amazonaws.com/OntologySummit2026/AI/Discussion_20260325.mp4 Discussion Video Recording] | |||
* [https://youtu.be/dFLWuLK2ayw Discussion YouTube Video] | |||
== Previous Meetings == | == Previous Meetings == | ||
Revision as of 02:09, 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
- YouTube Video
- 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.
- Manas Gaur Neurosymbolic AI for High Stakes Applications in the LLM Era
- Discussion
Conference Call Information
- Date: Wednesday, 25 March 2026
- Start Time: 9:00am PDT / 12:00pm EDT / 5:00pm CET / 4:00pm GMT / 1600 UTC
- ref: World Clock
- Note: The US and Canada are on Daylight Saving Time while Europe has not yet changed.
- Expected Call Duration: 1 hour
- Video Conference URL: https://us02web.zoom.us/j/86994661673?pwd=mMUeaWyWhBMSzTw3SgH5GjMv2Qx4rH.1
- Meeting ID: 869 9466 1673
- Passcode: 803090
- Please download and import the following iCalendar (.ics) files to your calendar system.
Discussion
Resources
- Luis Lamb Video Recording
- Luis Lamb YouTube Video
- Manas Gaur Video Recording
- Manas Gaur YouTube Video
- Discussion Video Recording
- Discussion YouTube Video
Previous Meetings
| Session | |
|---|---|
| ConferenceCall 2026 03 18 | Ontologies and AI |
| ConferenceCall 2026 03 11 | Ontologies and AI |
| ConferenceCall 2026 03 04 | Ontologies and AI |
| ... further results | |
Next Meetings
| Session | |
|---|---|
| ConferenceCall 2026 04 01 | Foundations and Tools |