Ole-Christoffer Granmo
@olegranmo.bsky.social
AI Professor and Founding Director @ https://cair.uia.no | Chair of Technical Steering Committee @ https://www.literal-labs.ai | Book: https://tsetlinmachine.org
Pinned
GitHub - cair/GraphTsetlinMachine: Tsetlin Machine for Logical Learning and Reasoning With Graphs
Tsetlin Machine for Logical Learning and Reasoning With Graphs - cair/GraphTsetlinMachine
github.com
#Announcing the first #deep #tsetlinmachine! Reason #logically. Reason #multimodally (images, text, measurements, etc.). Reason #understandably. Reason #efficiently. Reason #safely. github.com/cair/GraphTs...
#StayInCharge #GreenAI #DemocraticAI #ScientificAI #ByeByeBlackBoxes
#StayInCharge #GreenAI #DemocraticAI #ScientificAI #ByeByeBlackBoxes
AI should work for us—not turn us into its tech support. My latest in @digi_no on why democracy demands transparent tech. www.digi.no/artikler/det... #ByeByeBlackBoxes #TsetlinMachine
– Det er KI som skal tjene mennesker, ikke motsatt
Mens Tsetlin-maskinen er i gang med sine to pilotprosjekter, viste utenlandske parlamentarikere interesse for den norske KI-teknologien under et møte på Stortinget denne uka.
www.digi.no
June 25, 2025 at 8:54 AM
AI should work for us—not turn us into its tech support. My latest in @digi_no on why democracy demands transparent tech. www.digi.no/artikler/det... #ByeByeBlackBoxes #TsetlinMachine
How is the #TsetlinMachine rewriting the rules of AI? 🤔 In this deep-dive #BouvetBobler, Omslandseter, Slette, Sommerfeldt, and I break down what sets this Norwegian innovation apart—from transparency to energy efficiency. Spoiler: It’s explainable, efficient, and 100% Norwegian. 🇳🇴 shorturl.at/GWmES
Tsetlin-maskiner – en pålitelig norsk KI-oppfinnelse som kan spare miljøet
I denne episoden tar vi et dypdykk på Tsetlin-maskinen sammen med oppfinneren av Tsetlin-maskinen Ole-Christoffer Granmo fra Universitetet i Agder, AI-ekspert Rebekka Olsson Omslandseter og Espen Sle...
www.bouvet.no
June 20, 2025 at 7:47 AM
How is the #TsetlinMachine rewriting the rules of AI? 🤔 In this deep-dive #BouvetBobler, Omslandseter, Slette, Sommerfeldt, and I break down what sets this Norwegian innovation apart—from transparency to energy efficiency. Spoiler: It’s explainable, efficient, and 100% Norwegian. 🇳🇴 shorturl.at/GWmES
Happy to see #TsetlinMachines make waves in insurance! Huge kudos to Bernoly for bringing this to market 🔥 www.bernoly.com/transparent-ai #ByeByeBlackBoxes #TransparentAI
June 16, 2025 at 5:43 AM
Happy to see #TsetlinMachines make waves in insurance! Huge kudos to Bernoly for bringing this to market 🔥 www.bernoly.com/transparent-ai #ByeByeBlackBoxes #TransparentAI
Happy to see #TsetlinMachines make waves in insurance! Huge kudos to Bernly for bringing this to market 🔥 www.bernoly.com/transparent-ai #ByeByeBlackBoxes #TransparentAI
June 16, 2025 at 5:40 AM
Happy to see #TsetlinMachines make waves in insurance! Huge kudos to Bernly for bringing this to market 🔥 www.bernoly.com/transparent-ai #ByeByeBlackBoxes #TransparentAI
#PortraitInterview in today’s digi.no! www.digi.no/feature/prof...
#ByeByeBlackBoxes #TsetlinMachine #DemocraticAI #GreenAI #DigitalSovereignty
#ByeByeBlackBoxes #TsetlinMachine #DemocraticAI #GreenAI #DigitalSovereignty
May 17, 2025 at 7:17 AM
#TsetlinMachine #Podcast with the #Minister of #Digitalisation Karianne Tung, Bouvet CTO Simen Sommerfeldt, and NKOM Director of Spectrum Department Espen Slette now available! www.bouvet.no/podcasts/kan...
#DigitalSovereignty #ValueDrivenDecisions
#Fairness
#Trust
#ByeByeBlackBoxes
#LogicalAI
#DigitalSovereignty #ValueDrivenDecisions
#Fairness
#Trust
#ByeByeBlackBoxes
#LogicalAI
April 24, 2025 at 8:51 AM
#TsetlinMachine #Podcast with the #Minister of #Digitalisation Karianne Tung, Bouvet CTO Simen Sommerfeldt, and NKOM Director of Spectrum Department Espen Slette now available! www.bouvet.no/podcasts/kan...
#DigitalSovereignty #ValueDrivenDecisions
#Fairness
#Trust
#ByeByeBlackBoxes
#LogicalAI
#DigitalSovereignty #ValueDrivenDecisions
#Fairness
#Trust
#ByeByeBlackBoxes
#LogicalAI
Two #TsetlinMachine articles with video interviews in today's digi.no!
www.digi.no/.../ki-oppfi...
www.digi.no/.../storting...
#DigitalSovereignty
#ValueDrivenDecisions
#Fairness
#Equality
#Trust
#ByeByeBlackBoxes
#LogicalAI
#GreenAI
www.digi.no/.../ki-oppfi...
www.digi.no/.../storting...
#DigitalSovereignty
#ValueDrivenDecisions
#Fairness
#Equality
#Trust
#ByeByeBlackBoxes
#LogicalAI
#GreenAI
April 22, 2025 at 8:50 AM
Two #TsetlinMachine articles with video interviews in today's digi.no!
www.digi.no/.../ki-oppfi...
www.digi.no/.../storting...
#DigitalSovereignty
#ValueDrivenDecisions
#Fairness
#Equality
#Trust
#ByeByeBlackBoxes
#LogicalAI
#GreenAI
www.digi.no/.../ki-oppfi...
www.digi.no/.../storting...
#DigitalSovereignty
#ValueDrivenDecisions
#Fairness
#Equality
#Trust
#ByeByeBlackBoxes
#LogicalAI
#GreenAI
Huge congratulations to CAIR’s Sindhusha Jeeru for pioneering #JammingDetection as a new impact area for the #TsetlinMachine! With just 80 logical rules, she obtains state-of-the-art accuracy, raising the standard for jamming detection 🎉🎉🎉 IEEE Sensors Journal ieeexplore.ieee.org/document/109...
April 16, 2025 at 8:29 AM
Huge congratulations to CAIR’s Sindhusha Jeeru for pioneering #JammingDetection as a new impact area for the #TsetlinMachine! With just 80 logical rules, she obtains state-of-the-art accuracy, raising the standard for jamming detection 🎉🎉🎉 IEEE Sensors Journal ieeexplore.ieee.org/document/109...
The proceedings of #ISTM2024 are out, covering seventeen exciting papers and talks advancing the #TsetlinMachine! ieeexplore.ieee.org/servlet/opac...
#DigitalSovereignty
#ByeByeBlackBoxes
#GreenAI
#DemocraticAI
#ScientificA
#DigitalSovereignty
#ByeByeBlackBoxes
#GreenAI
#DemocraticAI
#ScientificA
March 25, 2025 at 11:02 AM
The proceedings of #ISTM2024 are out, covering seventeen exciting papers and talks advancing the #TsetlinMachine! ieeexplore.ieee.org/servlet/opac...
#DigitalSovereignty
#ByeByeBlackBoxes
#GreenAI
#DemocraticAI
#ScientificA
#DigitalSovereignty
#ByeByeBlackBoxes
#GreenAI
#DemocraticAI
#ScientificA
Reposted by Ole-Christoffer Granmo
Prediction of the infecting organism in peritoneal dialysis patients with acute peritonitis using interpretable Tsetlin Machines https://www.medrxiv.org/content/10.1101/2025.03.03.25323096v1
March 6, 2025 at 5:26 AM
Prediction of the infecting organism in peritoneal dialysis patients with acute peritonitis using interpretable Tsetlin Machines https://www.medrxiv.org/content/10.1101/2025.03.03.25323096v1
Reposted by Ole-Christoffer Granmo
🤔 Ever struggled to explain machine learning methods to non-experts?
🥁 Here's our take on explainable machine learning applied to patients with acute infections.
😎 "Prediction of the infecting organism in peritoneal dialysis patients with acute peritonitis using interpretable Tsetlin Machines"
🥁 Here's our take on explainable machine learning applied to patients with acute infections.
😎 "Prediction of the infecting organism in peritoneal dialysis patients with acute peritonitis using interpretable Tsetlin Machines"
Prediction of the infecting organism in peritoneal dialysis patients with acute peritonitis using interpretable Tsetlin Machines
Motivation: The analysis of complex biomedical datasets is becoming central to understanding disease mechanisms, aiding risk stratification and guiding patient management. However, the utility of comp...
www.medrxiv.org
March 6, 2025 at 10:33 AM
🤔 Ever struggled to explain machine learning methods to non-experts?
🥁 Here's our take on explainable machine learning applied to patients with acute infections.
😎 "Prediction of the infecting organism in peritoneal dialysis patients with acute peritonitis using interpretable Tsetlin Machines"
🥁 Here's our take on explainable machine learning applied to patients with acute infections.
😎 "Prediction of the infecting organism in peritoneal dialysis patients with acute peritonitis using interpretable Tsetlin Machines"
Now is the time to join the new AI paradigm, creating breakthroughs and powerful applications! #DemocraticAI #ScientificAI #GreenAI #ByeByeBlackBoxes #TsetlinMachine www.uio.no/dscience/eng...
An Introduction to the Tsetlin Machine
- dScience – Centre for Computational and Data Science
Discover the Tsetlin Machine, an AI method that learns logical, human-understandable rules while matching neural networks in performance. Led by Prof. Ole-Christoffer Granmo, this seminar covers its f...
www.uio.no
March 4, 2025 at 10:56 AM
Now is the time to join the new AI paradigm, creating breakthroughs and powerful applications! #DemocraticAI #ScientificAI #GreenAI #ByeByeBlackBoxes #TsetlinMachine www.uio.no/dscience/eng...
Our pioneering #TsetlinMachine #AI #chip analyzes 60,000 images per second while consuming just 8.6 nanojoules per image - that's 230,000,000x less energy than the energy of a single sugar crystal! Paper: arxiv.org/pdf/2501.19347 #ByeByeBlackBoxes #StayInCharge #GreenAI #DemocraticAI #ScientificAI
February 3, 2025 at 1:38 PM
Our pioneering #TsetlinMachine #AI #chip analyzes 60,000 images per second while consuming just 8.6 nanojoules per image - that's 230,000,000x less energy than the energy of a single sugar crystal! Paper: arxiv.org/pdf/2501.19347 #ByeByeBlackBoxes #StayInCharge #GreenAI #DemocraticAI #ScientificAI
#TsetlinMachine: transparent, safe, explainable, trustworthy, logical, intelligent - never settle for less! Protecting our democratic values and staying in charge with up to 1000x faster and 10 000x more efficient AI. www.digi.no/artikler/ana...
Nå var det Kina. Neste gjennombrudd kan komme i Norge
Effektive algoritmer gir kunstig intelligens til en mye lavere pris. Det er gode nyheter for de fleste.
www.digi.no
January 29, 2025 at 12:21 PM
#TsetlinMachine: transparent, safe, explainable, trustworthy, logical, intelligent - never settle for less! Protecting our democratic values and staying in charge with up to 1000x faster and 10 000x more efficient AI. www.digi.no/artikler/ana...
Reposted by Ole-Christoffer Granmo
We are pleased to have two of our papers accepted at Edge AI Research Symposium 2025 (previously known as hashtag#TinyML Research Symposium), Austin, TX, US. Looking forward to attending this specialist symposium.
January 21, 2025 at 10:40 AM
We are pleased to have two of our papers accepted at Edge AI Research Symposium 2025 (previously known as hashtag#TinyML Research Symposium), Austin, TX, US. Looking forward to attending this specialist symposium.
Reposted by Ole-Christoffer Granmo
Paper 1: ETHEREAL: Energy-efficient and High-throughput Inference using Compressed Tsetlin Machine, led by Shengyu Duan. It presents an ultra low-complexity compression method for sparse Tsetlin machine inference models. Pre-print to be made available soon.
January 21, 2025 at 10:40 AM
Paper 1: ETHEREAL: Energy-efficient and High-throughput Inference using Compressed Tsetlin Machine, led by Shengyu Duan. It presents an ultra low-complexity compression method for sparse Tsetlin machine inference models. Pre-print to be made available soon.
Reposted by Ole-Christoffer Granmo
Paper 2: Runtime Tunable Tsetlin Machines for Edge Inference on eFPGAs, led by Tousif Rahman - presents a dynamically reconfigurable Tsetlin machine inference architecture implemented on eFPGAs. Pre-print to be made available soon.
January 21, 2025 at 10:40 AM
Paper 2: Runtime Tunable Tsetlin Machines for Edge Inference on eFPGAs, led by Tousif Rahman - presents a dynamically reconfigurable Tsetlin machine inference architecture implemented on eFPGAs. Pre-print to be made available soon.
#TsetlinMachineCentre for #Safe, #Green, #Scientific, and #Democratic #AI - building #WorldLeading #AI capacity in #Norway
Proposal submitted to the Research Council of Norway #AICentres! Join us in the new AI paradigm!
Proposal submitted to the Research Council of Norway #AICentres! Join us in the new AI paradigm!
January 17, 2025 at 8:47 AM
#TsetlinMachineCentre for #Safe, #Green, #Scientific, and #Democratic #AI - building #WorldLeading #AI capacity in #Norway
Proposal submitted to the Research Council of Norway #AICentres! Join us in the new AI paradigm!
Proposal submitted to the Research Council of Norway #AICentres! Join us in the new AI paradigm!
Reposted by Ole-Christoffer Granmo
Congratulations #OmarAwf for getting 'IMPACT : In-Memory ComPuting Architecture Based on Y-FlAsh Technology for Coalesced Tsetlin Machine Inference' accepted in the RS Phil. Trans. A. It reports the first-ever Y-flash based #TsetlinMachine design on 180-nm tech.
Pre-print: arxiv.org/abs/2412.05327
Pre-print: arxiv.org/abs/2412.05327
December 10, 2024 at 12:09 PM
Congratulations #OmarAwf for getting 'IMPACT : In-Memory ComPuting Architecture Based on Y-FlAsh Technology for Coalesced Tsetlin Machine Inference' accepted in the RS Phil. Trans. A. It reports the first-ever Y-flash based #TsetlinMachine design on 180-nm tech.
Pre-print: arxiv.org/abs/2412.05327
Pre-print: arxiv.org/abs/2412.05327
Jem Davies on #explainability without loss of #accuracy and #efficiency with #tsetlinmachines! #GreenAI #LogicalAI #ScientificAI #DemocraticAI #ByeByeBlackBoxes
youtu.be/lqz8oNEbc3g?...
youtu.be/lqz8oNEbc3g?...
How to Balance Accuracy vs. Explainability in AI
YouTube video by Advantest
youtu.be
December 1, 2024 at 10:29 AM
Jem Davies on #explainability without loss of #accuracy and #efficiency with #tsetlinmachines! #GreenAI #LogicalAI #ScientificAI #DemocraticAI #ByeByeBlackBoxes
youtu.be/lqz8oNEbc3g?...
youtu.be/lqz8oNEbc3g?...
Reposted by Ole-Christoffer Granmo
Here is a list of ML OSS & Open Source / Science enthusiasts I found on Bluesky 🦋
go.bsky.app/8MFcfXd
Let me know if you find such people here!
I'm still new here and probably the list misses many must-add people, so let's built it together💪
go.bsky.app/8MFcfXd
Let me know if you find such people here!
I'm still new here and probably the list misses many must-add people, so let's built it together💪
November 21, 2024 at 5:19 AM
Here is a list of ML OSS & Open Source / Science enthusiasts I found on Bluesky 🦋
go.bsky.app/8MFcfXd
Let me know if you find such people here!
I'm still new here and probably the list misses many must-add people, so let's built it together💪
go.bsky.app/8MFcfXd
Let me know if you find such people here!
I'm still new here and probably the list misses many must-add people, so let's built it together💪
Reposted by Ole-Christoffer Granmo
I tried to find everyone who works in the area but I certainly missed some folks so please lmk...
go.bsky.app/BYkRryU
go.bsky.app/BYkRryU
November 23, 2024 at 5:11 AM
I tried to find everyone who works in the area but I certainly missed some folks so please lmk...
go.bsky.app/BYkRryU
go.bsky.app/BYkRryU
#OpenPositions Join the #TsetlinMachine team in developing next-generation #cybersecurity solutions for #IoT! Postdoc: www.jobbnorge.no/en/available...
Integrated PhD: www.jobbnorge.no/en/available...
Deadline: December 4, 2024
#ML #MachineLearning #AI #ArtificialIntelligence
Integrated PhD: www.jobbnorge.no/en/available...
Deadline: December 4, 2024
#ML #MachineLearning #AI #ArtificialIntelligence
November 22, 2024 at 11:31 AM
#OpenPositions Join the #TsetlinMachine team in developing next-generation #cybersecurity solutions for #IoT! Postdoc: www.jobbnorge.no/en/available...
Integrated PhD: www.jobbnorge.no/en/available...
Deadline: December 4, 2024
#ML #MachineLearning #AI #ArtificialIntelligence
Integrated PhD: www.jobbnorge.no/en/available...
Deadline: December 4, 2024
#ML #MachineLearning #AI #ArtificialIntelligence