NEW #opensaccess paper "Evidence of unreliable data and poor data provenance in clinical prediction model research and clinical practice"
link.springer.com/article/10.1...
#researchintegrity #dataprovenance #predictionmodels #predictiveAI
link.springer.com/article/10.1...
#researchintegrity #dataprovenance #predictionmodels #predictiveAI
July 17, 2026 at 5:54 PM
NEW #opensaccess paper "Evidence of unreliable data and poor data provenance in clinical prediction model research and clinical practice"
link.springer.com/article/10.1...
#researchintegrity #dataprovenance #predictionmodels #predictiveAI
link.springer.com/article/10.1...
#researchintegrity #dataprovenance #predictionmodels #predictiveAI
"policing image integrity...is increasingly difficult – to the point many experts consider it an impossible task...we propose...going upstream...and certifying images at the point of creation...the technologies already exist"
☝️This is the way #dataprovenance zenodo.org/records/1410...
☝️This is the way #dataprovenance zenodo.org/records/1410...
Feasibility of technical solutions for the detection of falsified images in research
In this report, we discuss the findings of an investigation into the feasibility of developing a research image integrity system. The focus was primarily on immunohistochemistry blots and microscopy i...
zenodo.org
April 2, 2026 at 2:42 PM
"policing image integrity...is increasingly difficult – to the point many experts consider it an impossible task...we propose...going upstream...and certifying images at the point of creation...the technologies already exist"
☝️This is the way #dataprovenance zenodo.org/records/1410...
☝️This is the way #dataprovenance zenodo.org/records/1410...
This applies to context usage, cost, latency, carbon attribution, modeled water, and healthcare disclosure.
Show what was measured. Label what was derived. Qualify what was modeled. Verify what the number belongs to.
#AIObservability #DataProvenance
Show what was measured. Label what was derived. Qualify what was modeled. Verify what the number belongs to.
#AIObservability #DataProvenance
September 23, 2026 at 3:37 AM
This applies to context usage, cost, latency, carbon attribution, modeled water, and healthcare disclosure.
Show what was measured. Label what was derived. Qualify what was modeled. Verify what the number belongs to.
#AIObservability #DataProvenance
Show what was measured. Label what was derived. Qualify what was modeled. Verify what the number belongs to.
#AIObservability #DataProvenance
Hypha has worked with #StarlingLab since 2022. This summer, we helped re-architect their data processing pipeline: https://hypha.coop/dripline/storing-metadata-at-starling-lab/ #dataprovenance
October 28, 2024 at 1:09 PM
Hypha has worked with #StarlingLab since 2022. This summer, we helped re-architect their data processing pipeline: https://hypha.coop/dripline/storing-metadata-at-starling-lab/ #dataprovenance
Join us tomorrow for a Coffee Lecture on #DataProvenance with @renebernard.bsky.social
📅 Feb 25, 2025
⏰ 14:00 CET
🖥️ Online via Zoom
🗣️ Dr. René Bernard
⏱️ 10-min talk + Q&A
🆓 No registration required
tinyurl.com/d98myx87
Let's brew better research together! ☕️
#ResearchDataManagement #OpenScience #RDM
📅 Feb 25, 2025
⏰ 14:00 CET
🖥️ Online via Zoom
🗣️ Dr. René Bernard
⏱️ 10-min talk + Q&A
🆓 No registration required
tinyurl.com/d98myx87
Let's brew better research together! ☕️
#ResearchDataManagement #OpenScience #RDM
February 24, 2025 at 1:13 PM
Join us tomorrow for a Coffee Lecture on #DataProvenance with @renebernard.bsky.social
📅 Feb 25, 2025
⏰ 14:00 CET
🖥️ Online via Zoom
🗣️ Dr. René Bernard
⏱️ 10-min talk + Q&A
🆓 No registration required
tinyurl.com/d98myx87
Let's brew better research together! ☕️
#ResearchDataManagement #OpenScience #RDM
📅 Feb 25, 2025
⏰ 14:00 CET
🖥️ Online via Zoom
🗣️ Dr. René Bernard
⏱️ 10-min talk + Q&A
🆓 No registration required
tinyurl.com/d98myx87
Let's brew better research together! ☕️
#ResearchDataManagement #OpenScience #RDM
A green WAN dashboard cannot prove a sensor is calibrated, and a valid measurement cannot prove an AI cited it correctly. Keep transport, scientific quality, and model evidence separate. #OceanData #AI #NetEng #DataProvenance #Observability
September 21, 2026 at 3:06 AM
A green WAN dashboard cannot prove a sensor is calibrated, and a valid measurement cannot prove an AI cited it correctly. Keep transport, scientific quality, and model evidence separate. #OceanData #AI #NetEng #DataProvenance #Observability
#SIGMOD2026 Tutorial on Relational Language Design:
📅 June 3, 2026, 11 AM - 12:30 PM
📍 Sheraton Grand Bengaluru
👉 2026.sigmod.org/sigmod_tutor...
#PODS2026 #DataProvenance #DataScience #ResearchCommunity #DatabaseSystems #AcademicConference
📅 June 3, 2026, 11 AM - 12:30 PM
📍 Sheraton Grand Bengaluru
👉 2026.sigmod.org/sigmod_tutor...
#PODS2026 #DataProvenance #DataScience #ResearchCommunity #DatabaseSystems #AcademicConference
May 13, 2026 at 6:54 AM
#SIGMOD2026 Tutorial on Relational Language Design:
📅 June 3, 2026, 11 AM - 12:30 PM
📍 Sheraton Grand Bengaluru
👉 2026.sigmod.org/sigmod_tutor...
#PODS2026 #DataProvenance #DataScience #ResearchCommunity #DatabaseSystems #AcademicConference
📅 June 3, 2026, 11 AM - 12:30 PM
📍 Sheraton Grand Bengaluru
👉 2026.sigmod.org/sigmod_tutor...
#PODS2026 #DataProvenance #DataScience #ResearchCommunity #DatabaseSystems #AcademicConference
#SIGMOD2026 Tutorial on Data Provenance:
📅 June 2, 2026, 11 AM - 12:30 PM
📍 Sheraton Grand Bengaluru
👉https://2026.sigmod.org/sigmod_tutorials.shtml
#PODS2026 #DataProvenance #DataScience #ResearchCommunity #DatabaseSystems #AcademicConference
📅 June 2, 2026, 11 AM - 12:30 PM
📍 Sheraton Grand Bengaluru
👉https://2026.sigmod.org/sigmod_tutorials.shtml
#PODS2026 #DataProvenance #DataScience #ResearchCommunity #DatabaseSystems #AcademicConference
May 11, 2026 at 3:51 PM
#SIGMOD2026 Tutorial on Data Provenance:
📅 June 2, 2026, 11 AM - 12:30 PM
📍 Sheraton Grand Bengaluru
👉https://2026.sigmod.org/sigmod_tutorials.shtml
#PODS2026 #DataProvenance #DataScience #ResearchCommunity #DatabaseSystems #AcademicConference
📅 June 2, 2026, 11 AM - 12:30 PM
📍 Sheraton Grand Bengaluru
👉https://2026.sigmod.org/sigmod_tutorials.shtml
#PODS2026 #DataProvenance #DataScience #ResearchCommunity #DatabaseSystems #AcademicConference
AI text watermarking has a fundamental trade-off: stronger detection can mean greater influence over the model’s output.
But its bigger role may be provenance—tracking where AI-generated information travels and enters training data.
spectrum.ieee.org/ai-watermark...
#AI #DataProvenance
But its bigger role may be provenance—tracking where AI-generated information travels and enters training data.
spectrum.ieee.org/ai-watermark...
#AI #DataProvenance
spectrum.ieee.org
September 11, 2026 at 6:40 AM
AI text watermarking has a fundamental trade-off: stronger detection can mean greater influence over the model’s output.
But its bigger role may be provenance—tracking where AI-generated information travels and enters training data.
spectrum.ieee.org/ai-watermark...
#AI #DataProvenance
But its bigger role may be provenance—tracking where AI-generated information travels and enters training data.
spectrum.ieee.org/ai-watermark...
#AI #DataProvenance
The internet wasn’t built for AI. It’s time to rebuild it.
Hyperscience is proud to join Cloudflare in its vision to drive a future where AI systems are built on trust, not scraped content. Read the blog from our CEO, Andrew Joiner here: shorturl.at/xZjI8
#AI #ResponsibleAI #DataProvenance
Hyperscience is proud to join Cloudflare in its vision to drive a future where AI systems are built on trust, not scraped content. Read the blog from our CEO, Andrew Joiner here: shorturl.at/xZjI8
#AI #ResponsibleAI #DataProvenance
July 1, 2025 at 3:48 PM
The internet wasn’t built for AI. It’s time to rebuild it.
Hyperscience is proud to join Cloudflare in its vision to drive a future where AI systems are built on trust, not scraped content. Read the blog from our CEO, Andrew Joiner here: shorturl.at/xZjI8
#AI #ResponsibleAI #DataProvenance
Hyperscience is proud to join Cloudflare in its vision to drive a future where AI systems are built on trust, not scraped content. Read the blog from our CEO, Andrew Joiner here: shorturl.at/xZjI8
#AI #ResponsibleAI #DataProvenance
Check out the presentation here and let us know what we have missed or gotten wrong! #CitationsRule #DataProvenance
docs.google.com/presentation...
docs.google.com/presentation...
WCNA 25: OpenHistoricalMap: A Linked, Citation- and Integration-friendly Map Complement to Wikimedia
OpenHistoricalMap: A Linked, Attribution- & Integration-Friendly Map Complement to Wikimedia Jeffme, Jeff Meyer, OpenHistoricalMap, 18 Oct WikiConferenceNA 2025: "Wiki World's Fair" Model of 1964 Worl...
docs.google.com
October 19, 2025 at 7:04 PM
Check out the presentation here and let us know what we have missed or gotten wrong! #CitationsRule #DataProvenance
docs.google.com/presentation...
docs.google.com/presentation...
Gladly there's good #AI4SI #research
"@dataprovenance wanted to know, very simply: Where does the data to build #AI come from? They audited nearly 4,000 public #data sets spanning over 600 languages, 67 countries, and 3 decades"
www.technologyreview.com/2024/12/18/1... #AcademicSky
"@dataprovenance wanted to know, very simply: Where does the data to build #AI come from? They audited nearly 4,000 public #data sets spanning over 600 languages, 67 countries, and 3 decades"
www.technologyreview.com/2024/12/18/1... #AcademicSky
This is where the data to build AI comes from
New findings show how the sources of data are concentrating power in the hands of the most powerful tech companies.
www.technologyreview.com
December 18, 2024 at 9:44 PM
Gladly there's good #AI4SI #research
"@dataprovenance wanted to know, very simply: Where does the data to build #AI come from? They audited nearly 4,000 public #data sets spanning over 600 languages, 67 countries, and 3 decades"
www.technologyreview.com/2024/12/18/1... #AcademicSky
"@dataprovenance wanted to know, very simply: Where does the data to build #AI come from? They audited nearly 4,000 public #data sets spanning over 600 languages, 67 countries, and 3 decades"
www.technologyreview.com/2024/12/18/1... #AcademicSky
🧭 Edition #92 is live
🔸Banks are rolling out bitcoin products.
🔸Tokenized assets are showing up inside everyday apps. 🔸Data now carries a clear trail as records move across systems.
Read the full edition ⤵️
#Bitcoin #Web3 #Blockchain #Tokenization #DataProvenance #WeeklyNewsletter
🔸Banks are rolling out bitcoin products.
🔸Tokenized assets are showing up inside everyday apps. 🔸Data now carries a clear trail as records move across systems.
Read the full edition ⤵️
#Bitcoin #Web3 #Blockchain #Tokenization #DataProvenance #WeeklyNewsletter
Edition #92 | Blockchain & Web3 Weekly Bytes: Banks Build Bitcoin, Data Provenance
Weekly recap from Blockchain and Web3 Insights on U.S. banks building bitcoin products, tokenized assets reaching mass platforms, stablecoins entering consumer finance, post-quantum cryptography tests...
www.blockchainweb3insights.com
December 20, 2025 at 9:34 PM
🧭 Edition #92 is live
🔸Banks are rolling out bitcoin products.
🔸Tokenized assets are showing up inside everyday apps. 🔸Data now carries a clear trail as records move across systems.
Read the full edition ⤵️
#Bitcoin #Web3 #Blockchain #Tokenization #DataProvenance #WeeklyNewsletter
🔸Banks are rolling out bitcoin products.
🔸Tokenized assets are showing up inside everyday apps. 🔸Data now carries a clear trail as records move across systems.
Read the full edition ⤵️
#Bitcoin #Web3 #Blockchain #Tokenization #DataProvenance #WeeklyNewsletter
"Citation Debt" in bioinformatics is a massive liability. 📉 Moving data from PDF to code snaps the source link, leaving models unverifiable later.
"Provenance by Design" means code is born with its bibliography.
#Sci2Code #Bioinformatics #OpenScience #DataProvenance
"Provenance by Design" means code is born with its bibliography.
#Sci2Code #Bioinformatics #OpenScience #DataProvenance
June 10, 2026 at 5:09 PM
"Citation Debt" in bioinformatics is a massive liability. 📉 Moving data from PDF to code snaps the source link, leaving models unverifiable later.
"Provenance by Design" means code is born with its bibliography.
#Sci2Code #Bioinformatics #OpenScience #DataProvenance
"Provenance by Design" means code is born with its bibliography.
#Sci2Code #Bioinformatics #OpenScience #DataProvenance
Reversible Function Graph
A fully de-duplicated graph of values and function calls, queryable forward and back to reconstruct tables, trees and raw input.
https://github.com/tomasflorian/ReversibleFunctionGraph
#KnowledgeRepresentation #DataProvenance
A fully de-duplicated graph of values and function calls, queryable forward and back to reconstruct tables, trees and raw input.
https://github.com/tomasflorian/ReversibleFunctionGraph
#KnowledgeRepresentation #DataProvenance
GitHub - tomasflorian/ReversibleFunctionGraph: A graph where everything is a node - values, functions, and function calls alike. Nothing is duplicated, nothing is lost, and every computation can be walked backwards.
A graph where everything is a node - values, functions, and function calls alike. Nothing is duplicated, nothing is lost, and every computation can be walked backwards. - tomasflorian/ReversibleFun...
github.com
September 4, 2026 at 1:35 AM
Reversible Function Graph
A fully de-duplicated graph of values and function calls, queryable forward and back to reconstruct tables, trees and raw input.
https://github.com/tomasflorian/ReversibleFunctionGraph
#KnowledgeRepresentation #DataProvenance
A fully de-duplicated graph of values and function calls, queryable forward and back to reconstruct tables, trees and raw input.
https://github.com/tomasflorian/ReversibleFunctionGraph
#KnowledgeRepresentation #DataProvenance
#CollectiveMemory #AISafety #DigitalHumanism #PhilosophyOfAI #Deepfakes #GenerativeAI #DataProvenance #DataExtraction #OpenScience #AlgorithmicSovereignty #BioComputing #CognitiveScience #Neuroscience #HolocaustStudies #Shoah #PostWitness #EthicalEvidence #HistoricalTruth #GroundTruth
August 23, 2026 at 2:26 PM
#CollectiveMemory #AISafety #DigitalHumanism #PhilosophyOfAI #Deepfakes #GenerativeAI #DataProvenance #DataExtraction #OpenScience #AlgorithmicSovereignty #BioComputing #CognitiveScience #Neuroscience #HolocaustStudies #Shoah #PostWitness #EthicalEvidence #HistoricalTruth #GroundTruth
August 23, 2026 at 2:25 PM
#CollectiveMemory #AISafety #DigitalHumanism #PhilosophyOfAI #Deepfakes #GenerativeAI #DataProvenance #DataExtraction #OpenScience #AlgorithmicSovereignty #BioComputing #CognitiveScience #Neuroscience #HolocaustStudies #Shoah #PostWitness #EthicalEvidence #HistoricalTruth #GroundTruth
August 23, 2026 at 2:24 PM
#CollectiveMemory #AISafety #DigitalHumanism #PhilosophyOfAI #Deepfakes #GenerativeAI #DataProvenance #DataExtraction #OpenScience #AlgorithmicSovereignty #BioComputing #CognitiveScience #Neuroscience #HolocaustStudies #Shoah #PostWitness #EthicalEvidence #HistoricalTruth #GroundTruth
August 23, 2026 at 2:26 PM