#dataprovenance hasil pencarian

Your AI is only as trustworthy as the data it learned from. 📚 If you can't prove where that training data came from (provenance), you can't trust the AI's decisions. It's that simple. Stop gambling on "maybe." Demand verifiable data origins. 🛡️ #AI #DataProvenance #TrustInAI

JaySmithNotes's tweet image. Your AI is only as trustworthy as the data it learned from. 📚

If you can't prove where that training data came from (provenance), you can't trust the AI's decisions. It's that simple.

Stop gambling on "maybe." Demand verifiable data origins. 🛡️

#AI #DataProvenance #TrustInAI…

🎙️ New Chat! Matthias & Alexei highlight the importance of #AI #DataProvenance, its differences from traditional logging, and the need to integrate it into workflows to avoid #governance gaps. Watch: okt.to/1X3jSL


Great summary by Emily Newton on sustainable materials. We’d add: true sustainability comes from how we build too—trusted data, verified methods, and coordinated delivery. na2.hubs.ly/H01Dwb_0 #SustainableConstruction #DigitalTwin #DataProvenance #AECInnovation #BuildSmarter

get_concert's tweet image. Great summary by Emily Newton on sustainable materials. We’d add: true sustainability comes from how we build too—trusted data, verified methods, and coordinated delivery.
na2.hubs.ly/H01Dwb_0
#SustainableConstruction #DigitalTwin #DataProvenance #AECInnovation #BuildSmarter

Unlock AI's true potential with TripleC's human-AI harmony! As DePIN trends highlight data provenance, our protocol ensures ethical, high-quality feeds without central risks. Dive in and thrive! 😎 #TripleC_AI #DataProvenance

TripleC_AI's tweet image. Unlock AI's true potential with TripleC's human-AI harmony! 

As DePIN trends highlight data provenance, our protocol ensures ethical, high-quality feeds without central risks. 

Dive in and thrive!  😎 #TripleC_AI #DataProvenance

At #KubeConNA 2025, @theCUBE's @SavIsSavvy & @RealStrech talk with Anjali Telang & Roman Zhukov on @RedHat's support for #dataprovenance and #trustedAI. 💡 Get more insights! thecube.net/events/linux-f… #AI #EnterpriseAI #CloudNative


AI - Importance of Analyzing the Provenance of Training Data in Due Diligence ow.ly/EPSt50Xhm7X #AI #DataProvenance #ArtificialIntelligence

karl_popp's tweet image. AI - Importance of Analyzing the Provenance of Training Data in Due Diligence  ow.ly/EPSt50Xhm7X  #AI #DataProvenance #ArtificialIntelligence

Guess what Michael - Regulating transparency for AI data is *exactly* what we need to do! You can't: control what you don't monitor, monitor what you don't measure, measure what you don't see. None of this adds friction. Ask me how? #AI #Regulation #DataProvenance #DataLineage

AccBalanced's tweet image. Guess what Michael - Regulating transparency for AI data is *exactly* what we need to do!

You can't:
control what you don't monitor,
monitor what you don't measure,
measure what you don't see.

None of this adds friction. Ask me how?

#AI #Regulation #DataProvenance #DataLineage

1/ Rivalz is building the future of AI data markets! Current AI data lacks trust & traceability. Rivalz's DePIN network offers a secure & traceable solution for storing & accessing AI data. #AI #DataProvenance

patty5847's tweet image. 1/ Rivalz is building the future of AI data markets!

Current AI data lacks trust & traceability. Rivalz's DePIN network offers a secure & traceable solution for storing & accessing AI data.  #AI #DataProvenance

The "A" Team has arrived! Day 1 - How to be FAIR with Data Standards 📉 @drchriscole @gordonm_75 @HDR_UK @UoDMedicine @MsApdp @Dataonamission #OMOP #DataProvenance

Alleviate_Data's tweet image. The "A" Team has arrived! Day 1 - How to be FAIR with Data Standards 📉
@drchriscole @gordonm_75 @HDR_UK @UoDMedicine @MsApdp @Dataonamission 
 #OMOP #DataProvenance
Alleviate_Data's tweet image. The "A" Team has arrived! Day 1 - How to be FAIR with Data Standards 📉
@drchriscole @gordonm_75 @HDR_UK @UoDMedicine @MsApdp @Dataonamission 
 #OMOP #DataProvenance

Tracing data like never before @irys_xyz Data you can trust? $IRYS focus on data provenance mean every byte on it's chain its traceable and verified. In a world full of fakes, this could be the key to transparent decentralized system. #DataProvenance #IRYS

Ishaq0x_'s tweet image. Tracing data like never before @irys_xyz

Data you can trust?  $IRYS focus on data provenance mean every byte on it's chain its traceable and verified. In a world full of fakes, this could be the key to transparent decentralized system.

#DataProvenance #IRYS

“Me watching my data fly on Irys @irys_xyz while others still buffering… ⚡👀 #DataProvenance #DataChain

reeyxyz_'s tweet image. “Me watching my data fly on Irys @irys_xyz  while others still buffering… ⚡👀 #DataProvenance #DataChain”

"Your data deserves better. Let it flirt with something more secure" @irys_xyz #Irys #DataProvenance"

reeyxyz_'s tweet image. "Your data deserves better. Let it flirt with something more secure" @irys_xyz 
 #Irys #DataProvenance"

Can your CISO or MSP give you this level of detail on your data? QuDEFENSE does! 🧾 Blockchain-backed lineage 🔐 Post-quantum encryption 🚨 Tamper-evident alerts 🛡 Manipulated data quarantine #QuDEFENSE #DataProvenance #ManInTheMiddle #Cybersecurity #FileSecurity

veri_tx's tweet image. Can your CISO or MSP give you this level of detail on your data? QuDEFENSE does!         🧾 Blockchain-backed lineage
 🔐 Post-quantum encryption
 🚨 Tamper-evident alerts
 🛡 Manipulated data quarantine
#QuDEFENSE #DataProvenance #ManInTheMiddle #Cybersecurity #FileSecurity

Data provenance is the backbone of a trustworthy digital future. With @irys_xyz, we can finally track the origin and history of any piece of data, ensuring it's authentic and verifiable. ​This is how we build with integrity. ​#Irys #Web3 #DataProvenance #Blockchain


Data provenance.✅ Demand it, anon. Always #GeminiAI #dataprovenance

skullfolks's tweet image. Data provenance.✅
Demand it, anon. Always
#GeminiAI #dataprovenance

📊 PikaDB versioning and provenance features enable tracking of AI model and dataset changes. Maintain reliable and verifiable data history. #PikaDB #AI #DataProvenance

pikadborg's tweet image. 📊 PikaDB versioning and provenance features enable tracking of AI model and dataset changes. Maintain reliable and verifiable data history. #PikaDB #AI #DataProvenance

"17th August vibes competition 🎉 The difference is, at Irys, we don't have a competition—all data is immediately proven to be independent 📜🔗 @irys_xyz #DataProvenance #Irys"

reeyxyz_'s tweet image. "17th August vibes competition 🎉
The difference is, at Irys, we don't have a competition—all data is immediately proven to be independent 📜🔗 @irys_xyz 
#DataProvenance #Irys"

At #KubeConNA 2025, @theCUBE's @SavIsSavvy & @RealStrech talk with Anjali Telang & Roman Zhukov on @RedHat's support for #dataprovenance and #trustedAI. 💡 Get more insights! thecube.net/events/linux-f… #AI #EnterpriseAI #CloudNative


🎙️ New Chat! Matthias & Alexei highlight the importance of #AI #DataProvenance, its differences from traditional logging, and the need to integrate it into workflows to avoid #governance gaps. Watch: okt.to/1X3jSL


Punchy & Brand-Focused Data, permanent. Provenance, guaranteed. That's Irys. ✨ Irys: Where data gets its permanent, verifiable identity. 🔗 Don't just store data. Anchor it forever with Irys. ⚓ @irys_xyz #Irys #PermanentData #DataProvenance

pk062062's tweet image. Punchy & Brand-Focused

Data, permanent. Provenance, guaranteed. That's Irys. ✨

Irys: Where data gets its permanent, verifiable identity. 🔗

Don't just store data. Anchor it forever with Irys. ⚓

@irys_xyz 
#Irys #PermanentData #DataProvenance

Problem/Solution Style Data rot is real. Irys is the solution. Permanent storage, built to last. Stop wondering if your data has been altered. Start knowing with Irys. #Irys #PermanentData #DataProvenance @irys_xyz

pk062062's tweet image. Problem/Solution Style
 Data rot is real. Irys is the solution. Permanent storage, built to last. 
 Stop wondering if your data has been altered. Start knowing with Irys. 
#Irys #PermanentData #DataProvenance
@irys_xyz

Feature-Specific Data with a verified past. That's the power of Irys provenance. 📜 Irys: Timestamped, signed, and permanent. Trust your data, forever. ⏳ Prove who created what, when. Irys brings truth to data. ✅ @irys_xyz #Irys #PermanentData #DataProvenance

pk062062's tweet image. Feature-Specific

Data with a verified past. That's the power of Irys provenance. 📜

Irys: Timestamped, signed, and permanent. Trust your data, forever. ⏳

Prove who created what, when. Irys brings truth to data. ✅
@irys_xyz 
#Irys #PermanentData #DataProvenance

1 Data provenance isn’t just metadata—it’s the backbone of trustless AI. @SentientAGI nails it with onchain memory + programmable data. Every output traceable, every input verifiable. That’s how you build AGI that doesn’t lie. #DataProvenance #AGI


The Data Provenance Standards Technical Committee (DPS TC): Advancing data transparency, accountability, and trust across the data lifecycle. oasis-open.org/tc-dps/ #AI #DataProvenance #DPS #SecureAI #TrustworthyAI #opensource #openstandards #CyberAwarenessMonth #OASIS


Who owns knowledge created by an AI? Blockchain's immutable ledger will be essential to track the provenance and ensure fair payment (in crypto) to the human and data providers who contributed to the model's training. 📜🤝 #DataProvenance #IPrights #Blockchain


Who owns knowledge created by an AI? Blockchain's immutable ledger will be essential to track the provenance and ensure fair payment (in crypto) to the human and data providers who contributed to the model's training. 📜🤝 #DataProvenance #IPrights #Blockchain


AI - Importance of Analyzing the Provenance of Training Data in Due Diligence ow.ly/EPSt50Xhm7X #AI #DataProvenance #ArtificialIntelligence

karl_popp's tweet image. AI - Importance of Analyzing the Provenance of Training Data in Due Diligence  ow.ly/EPSt50Xhm7X  #AI #DataProvenance #ArtificialIntelligence

Just listened to AltLayer Rollups + DataHaven = Verifiable Stack 💡 Loved how DataHaven makes AI and rollup data provable — every byte has a verified origin. Proof > Promise. @DataHaven_xyz #Web3 #DataProvenance


Your AI is only as trustworthy as the data it learned from. 📚 If you can't prove where that training data came from (provenance), you can't trust the AI's decisions. It's that simple. Stop gambling on "maybe." Demand verifiable data origins. 🛡️ #AI #DataProvenance #TrustInAI

JaySmithNotes's tweet image. Your AI is only as trustworthy as the data it learned from. 📚

If you can't prove where that training data came from (provenance), you can't trust the AI's decisions. It's that simple.

Stop gambling on "maybe." Demand verifiable data origins. 🛡️

#AI #DataProvenance #TrustInAI…

Exactly, Blockchain gives transparency and accountability to AI’s intelligence layer. With immutable provenance, we can finally reward the real contributors humans and data not just the algorithms. #AI #Blockchain #DataProvenance #IPrights


Who owns knowledge created by an AI? Blockchain's immutable ledger will be essential to track the provenance and ensure fair payment (in crypto) to the human and data providers who contributed to the model's training. 📜🤝 #DataProvenance #IPrights #Blockchain


Great summary by Emily Newton on sustainable materials. We’d add: true sustainability comes from how we build too—trusted data, verified methods, and coordinated delivery. na2.hubs.ly/H01Dwb_0 #SustainableConstruction #DigitalTwin #DataProvenance #AECInnovation #BuildSmarter

get_concert's tweet image. Great summary by Emily Newton on sustainable materials. We’d add: true sustainability comes from how we build too—trusted data, verified methods, and coordinated delivery.
na2.hubs.ly/H01Dwb_0
#SustainableConstruction #DigitalTwin #DataProvenance #AECInnovation #BuildSmarter

Apple sued! Neuroscientists allege 'Apple Intelligence' used pirated books for training. Huge implications for #AIethics & data sourcing. Game-changer for AI compliance? #CopyrightAI #DataProvenance bproud.blog/neuroscientist…


"How Data Provenance Powers Trustworthy AI" presented by Lisa Bobbitt (@Cisco, OASIS DPS TC co-chair) on the first cross-industry data provenance standard. Watch the @OpenSourceOrg webinar recording: opensource.org/ai/webinars/ho… #trustworthyAI #dataprovenance #openstandards #OASIS


Unlock AI's true potential with TripleC's human-AI harmony! As DePIN trends highlight data provenance, our protocol ensures ethical, high-quality feeds without central risks. Dive in and thrive! 😎 #TripleC_AI #DataProvenance

TripleC_AI's tweet image. Unlock AI's true potential with TripleC's human-AI harmony! 

As DePIN trends highlight data provenance, our protocol ensures ethical, high-quality feeds without central risks. 

Dive in and thrive!  😎 #TripleC_AI #DataProvenance

Data provenance is the backbone of a trustworthy digital future. With @irys_xyz, we can finally track the origin and history of any piece of data, ensuring it's authentic and verifiable. ​This is how we build with integrity. ​#Irys #Web3 #DataProvenance #Blockchain


The future of data is all about trust and origin. With @irys_xyz, every piece of data gets a permanent, verifiable timestamp. It's the essential provenance layer for building truly decentralized applications. #Irys #Web3 #DataProvenance #Permaweb


Your AI is only as trustworthy as the data it learned from. 📚 If you can't prove where that training data came from (provenance), you can't trust the AI's decisions. It's that simple. Stop gambling on "maybe." Demand verifiable data origins. 🛡️ #AI #DataProvenance #TrustInAI

JaySmithNotes's tweet image. Your AI is only as trustworthy as the data it learned from. 📚

If you can't prove where that training data came from (provenance), you can't trust the AI's decisions. It's that simple.

Stop gambling on "maybe." Demand verifiable data origins. 🛡️

#AI #DataProvenance #TrustInAI…

Unlock AI's true potential with TripleC's human-AI harmony! As DePIN trends highlight data provenance, our protocol ensures ethical, high-quality feeds without central risks. Dive in and thrive! 😎 #TripleC_AI #DataProvenance

TripleC_AI's tweet image. Unlock AI's true potential with TripleC's human-AI harmony! 

As DePIN trends highlight data provenance, our protocol ensures ethical, high-quality feeds without central risks. 

Dive in and thrive!  😎 #TripleC_AI #DataProvenance

Starting the #DataProvenance workshop at #BES2019 by answering some warm up questions. What are your answers to these three?

MethodsEcolEvol's tweet image. Starting the #DataProvenance workshop at #BES2019 by answering some warm up questions. 

What are your answers to these three?

If microbial #genomics, #dataprovenance and reference genome quality matters to you, then you might want to check out our new #bioinformatics paper @biorxivpreprint ☺🦠🧬🚀 Comparative Analysis and Data Provenance for 1,113 Bacterial Genome Assemblies biorxiv.org/content/10.110…

bioinformer's tweet image. If microbial #genomics, #dataprovenance and reference genome quality matters to you, then you might want to check out our new #bioinformatics paper @biorxivpreprint ☺🦠🧬🚀

Comparative Analysis and Data Provenance for 1,113 Bacterial Genome Assemblies biorxiv.org/content/10.110…
bioinformer's tweet image. If microbial #genomics, #dataprovenance and reference genome quality matters to you, then you might want to check out our new #bioinformatics paper @biorxivpreprint ☺🦠🧬🚀

Comparative Analysis and Data Provenance for 1,113 Bacterial Genome Assemblies biorxiv.org/content/10.110…
bioinformer's tweet image. If microbial #genomics, #dataprovenance and reference genome quality matters to you, then you might want to check out our new #bioinformatics paper @biorxivpreprint ☺🦠🧬🚀

Comparative Analysis and Data Provenance for 1,113 Bacterial Genome Assemblies biorxiv.org/content/10.110…
bioinformer's tweet image. If microbial #genomics, #dataprovenance and reference genome quality matters to you, then you might want to check out our new #bioinformatics paper @biorxivpreprint ☺🦠🧬🚀

Comparative Analysis and Data Provenance for 1,113 Bacterial Genome Assemblies biorxiv.org/content/10.110…

Working on creating provenance directories in #R at the #DataProvenance workshop at #BES2019.

MethodsEcolEvol's tweet image. Working on creating provenance directories in #R at the #DataProvenance workshop at #BES2019.

AI - Importance of Analyzing the Provenance of Training Data in Due Diligence ow.ly/EPSt50Xhm7X #AI #DataProvenance #ArtificialIntelligence

karl_popp's tweet image. AI - Importance of Analyzing the Provenance of Training Data in Due Diligence  ow.ly/EPSt50Xhm7X  #AI #DataProvenance #ArtificialIntelligence

Data provenance.✅ Demand it, anon. Always #GeminiAI #dataprovenance

skullfolks's tweet image. Data provenance.✅
Demand it, anon. Always
#GeminiAI #dataprovenance

1/ Rivalz is building the future of AI data markets! Current AI data lacks trust & traceability. Rivalz's DePIN network offers a secure & traceable solution for storing & accessing AI data. #AI #DataProvenance

patty5847's tweet image. 1/ Rivalz is building the future of AI data markets!

Current AI data lacks trust & traceability. Rivalz's DePIN network offers a secure & traceable solution for storing & accessing AI data.  #AI #DataProvenance

Proving the authenticity and quality of your data can give your business a competitive edge. Gain customer trust and loyalty by showcasing data provenance — here's everything you need to know: buff.ly/41vUhXc #DataProvenance #BusinessSuccess

growwithco's tweet image. Proving the authenticity and quality of your data can give your business a competitive edge. Gain customer trust and loyalty by showcasing data provenance — here's everything you need to know: buff.ly/41vUhXc #DataProvenance #BusinessSuccess

Understanding data provenance is crucial for small businesses in today's era of manipulated and fake data. Knowing where and when the data originated is essential for making informed decisions — here's what you need to know: buff.ly/48to4lP #DataProvenance #SmallBusiness

growwithco's tweet image. Understanding data provenance is crucial for small businesses in today's era of manipulated and fake data. Knowing where and when the data originated is essential for making informed decisions — here's what you need to know: buff.ly/48to4lP #DataProvenance #SmallBusiness

Our last paper ( sciencedirect.com/science/articl… ) with @vdlorenzo_CNB and @MarkusSchmidt97 urges good #dataprovenance in #syntheticbiology via, e.g., barcoding, versioning of strains, etc. In our other joint paper we take steps in that direction: pubs.acs.org/doi/abs/10.102…

NKrasnogor's tweet image. Our last paper ( sciencedirect.com/science/articl… ) with @vdlorenzo_CNB and @MarkusSchmidt97 urges good #dataprovenance in #syntheticbiology via, e.g., barcoding, versioning of strains, etc. In our other joint paper we take steps in that direction: pubs.acs.org/doi/abs/10.102…

Approval of #BCO as an #IEEE standard will improve communication of #DataProvenance and facilitate reproducibility of #NGS pipelines, ultimately aiding the missions of academic, industry, and regulatory researchers and officials. #BioCompute #BioCompute2019 #BioComputeWorkshop

GW_HIVE_Lab's tweet image. Approval of #BCO as an #IEEE standard will improve communication of #DataProvenance and facilitate reproducibility of #NGS pipelines, ultimately aiding the missions of academic, industry, and regulatory researchers and officials. #BioCompute #BioCompute2019 #BioComputeWorkshop

Thomas Deserno by @plri_de present #DataProvenance in #FAIR4Health project

Fair4Health's tweet image. Thomas Deserno by @plri_de present #DataProvenance in #FAIR4Health project

Guess what Michael - Regulating transparency for AI data is *exactly* what we need to do! You can't: control what you don't monitor, monitor what you don't measure, measure what you don't see. None of this adds friction. Ask me how? #AI #Regulation #DataProvenance #DataLineage

AccBalanced's tweet image. Guess what Michael - Regulating transparency for AI data is *exactly* what we need to do!

You can't:
control what you don't monitor,
monitor what you don't measure,
measure what you don't see.

None of this adds friction. Ask me how?

#AI #Regulation #DataProvenance #DataLineage

Tracing data like never before @irys_xyz Data you can trust? $IRYS focus on data provenance mean every byte on it's chain its traceable and verified. In a world full of fakes, this could be the key to transparent decentralized system. #DataProvenance #IRYS

Ishaq0x_'s tweet image. Tracing data like never before @irys_xyz

Data you can trust?  $IRYS focus on data provenance mean every byte on it's chain its traceable and verified. In a world full of fakes, this could be the key to transparent decentralized system.

#DataProvenance #IRYS

Making your way to Denver for #SC19? Check out our free #iRODS workshop on Monday morning from 8:30-11 -> "Beyond Discoverability: Metadata to drive your data management." #dataprovenance #opensource #HPCisNow

irods's tweet image. Making your way to Denver for #SC19? Check out our free #iRODS workshop on Monday morning from 8:30-11 -> "Beyond Discoverability:
Metadata to drive your data management." #dataprovenance #opensource #HPCisNow

The "A" Team has arrived! Day 1 - How to be FAIR with Data Standards 📉 @drchriscole @gordonm_75 @HDR_UK @UoDMedicine @MsApdp @Dataonamission #OMOP #DataProvenance

Alleviate_Data's tweet image. The "A" Team has arrived! Day 1 - How to be FAIR with Data Standards 📉
@drchriscole @gordonm_75 @HDR_UK @UoDMedicine @MsApdp @Dataonamission 
 #OMOP #DataProvenance
Alleviate_Data's tweet image. The "A" Team has arrived! Day 1 - How to be FAIR with Data Standards 📉
@drchriscole @gordonm_75 @HDR_UK @UoDMedicine @MsApdp @Dataonamission 
 #OMOP #DataProvenance

Poor data reliability among top obstacles to #monetize data through #AI . #DataProvenance is key to establishing confidence in data.

t2mj's tweet image. Poor data reliability among top obstacles to #monetize data through #AI . #DataProvenance is key to establishing confidence in data.

Can your CISO or MSP give you this level of detail on your data? QuDEFENSE does! 🧾 Blockchain-backed lineage 🔐 Post-quantum encryption 🚨 Tamper-evident alerts 🛡 Manipulated data quarantine #QuDEFENSE #DataProvenance #ManInTheMiddle #Cybersecurity #FileSecurity

veri_tx's tweet image. Can your CISO or MSP give you this level of detail on your data? QuDEFENSE does!         🧾 Blockchain-backed lineage
 🔐 Post-quantum encryption
 🚨 Tamper-evident alerts
 🛡 Manipulated data quarantine
#QuDEFENSE #DataProvenance #ManInTheMiddle #Cybersecurity #FileSecurity

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