@FactProtocol

A not-for-profit deep tech research and innovation ecosystem focused on AI integrity and trustworthy information: provenance tools & programs.

 Global
fact.technology
Joined May 2021
  • Tweets13.1K
  • Following786
  • Followers76.4K
2.4KMedia
🔔 CETaS at The Alan Turing Institute in the UK cited @FactProtocol in its research report titled "AI-Enabled Influence Operations: Safeguarding Future Elections." @turinginst
2
2
13
16,316
IMF Growth Forecast 2026: 🇮🇳 India: 7.0% 🇨🇳 China: 4.5% 🇳🇬 Nigeria: 4.2% 🇪🇸 Spain: 2.5% 🇺🇸 US: 2.3% 🇧🇷 Brazil: 2.2% 🇲🇽 Mexico: 1.5% 🇩🇪 Germany: 1.3% 🇬🇧 UK: 1.3% 🇨🇦 Canada: 1.1% 🇿🇦 South Africa: 1.0% 🇷🇺 Russia: 0.9% 🇮🇹 Italy: 0.8% 🇯🇵 Japan: 0.7% 🇫🇷 France: 0.4% 🇸🇦 Saudi Arabia: -3.3% Source: IMF
1
1
5
734
Fact Protocol retweeted
Mohith Agadi
@MohithAgadiOct 7
My research work in Economics! ✍️
Fact Protocol
@FactProtocolAug 9
Access Dilution (n.) When the same membership, donation, or loyalty status buys less recognition, exclusivity, and meaningful access as more people join. Same formal access. Lower real value.
Access Dilution, as defined in a dictionary-style card, refers to the decrease in the actual value of participation benefits like recognition, exclusivity, proximity, and meaningful interaction. This decline occurs when contribution-based systems expand without increasing the limited resources that these benefits rely on.

ALT Access Dilution, as defined in a dictionary-style card, refers to the decrease in the actual value of participation benefits like recognition, exclusivity, proximity, and meaningful interaction. This decline occurs when contribution-based systems expand without increasing the limited resources that these benefits rely on.

2
3
18
68,246
Note 2: A fact-check starts before the search box. Identify the claim. Keep the original wording. Treat a model as a way to find material, not as a source. A label without evidence asks for trust. provenance.technology/notes/…

How a claim check should work | Provenance AI

A practical account of claim decomposition, source retrieval, evidence comparison, citations, and uncertainty. A tool, not a court.

provenance.technology
1
2
3
522
India’s official Q1 GDP is 7.8%. The 2.6% figure mixes two different statistical series. This essay explains the new method and what the criticism actually covers.

Essay: 7.8 percent or 2.6 percent? What the fight over India's new GDP series is actually about

Article · @FactProtocol
1
5
7
1,774
He wore a fake Rolex. Nobody questioned it. When status is already high and clear, observers often assume it is genuine. The social context does more than the material signal. A new working paper by our founder @MohithAgadi explores this idea through countersignalling and conditional authenticity. Access the paper on SSRN: (Link in comments)👇
Alt text: Illustration of a person holding up a sign that reads: “You know what? The watch didn’t earn the compliment. The net worth did.” An announcement card of a working paper authored by Mohith Agadi on status, context, and conditional authenticity.

ALT Alt text: Illustration of a person holding up a sign that reads: “You know what? The watch didn’t earn the compliment. The net worth did.” An announcement card of a working paper authored by Mohith Agadi on status, context, and conditional authenticity.

2
9
191,953
📄 Paper: doi.org/10.2139/ssrn.7256400
2
360
Access Dilution (n.) When the same membership, donation, or loyalty status buys less recognition, exclusivity, and meaningful access as more people join. Same formal access. Lower real value.
Access Dilution, as defined in a dictionary-style card, refers to the decrease in the actual value of participation benefits like recognition, exclusivity, proximity, and meaningful interaction. This decline occurs when contribution-based systems expand without increasing the limited resources that these benefits rely on.

ALT Access Dilution, as defined in a dictionary-style card, refers to the decrease in the actual value of participation benefits like recognition, exclusivity, proximity, and meaningful interaction. This decline occurs when contribution-based systems expand without increasing the limited resources that these benefits rely on.

1
3
1
46
547,823
Read working paper: doi.org/10.2139/ssrn.7138823
1
671
"Access Dilution" - Definition on Urban Dictionary: access-dilution.urbanup.com/…

Urban Dictionary: Access Dilution

Access Dilution: The decline in the effective value of participation benefits such as recognition, exclusivity, proximity, influence, or meaningful...

urbandictionary.com
2
2
1,888
Definition: The decline in the effective value of participation benefits such as recognition, exclusivity, proximity, influence, or meaningful interaction as communities, memberships, or contribution-based systems grow without expanding the scarce resources those benefits depend on. "Access dilution" often occurs in creator communities, loyalty programs, donor networks, premium memberships, and online communities where access technically remains available but becomes less valuable as more participants compete for limited attention, recognition, or exclusivity.
The definition of Access Dilution: The decline in the effective value of participation benefits such as recognition, exclusivity, proximity, influence, or meaningful interaction as communities, memberships, or contribution-based systems grow without expanding the scarce resources those benefits depend on. Access dilution often occurs in creator communities, loyalty programs, donor networks, premium memberships, and online communities where access technically remains available but becomes less valuable as more participants compete for limited attention, recognition, or exclusivity.

ALT The definition of Access Dilution: The decline in the effective value of participation benefits such as recognition, exclusivity, proximity, influence, or meaningful interaction as communities, memberships, or contribution-based systems grow without expanding the scarce resources those benefits depend on. Access dilution often occurs in creator communities, loyalty programs, donor networks, premium memberships, and online communities where access technically remains available but becomes less valuable as more participants compete for limited attention, recognition, or exclusivity.

1
240
Fact Protocol retweeted
Mohith Agadi
@MohithAgadiAug 3
This one started as a set of observations about how participation value shifts over time. Turned into a working paper on Access Dilution and the CPP model. doi.org/10.2139/ssrn.7138823
Graph showing net participation value V(P) in the Contribution Purchasing Power (CPP) model. The curve rises with early growth in participation, peaks at an interior maximum P*, then declines as access dilution dominates.

ALT Graph showing net participation value V(P) in the Contribution Purchasing Power (CPP) model. The curve rises with early growth in participation, peaks at an interior maximum P*, then declines as access dilution dominates.

Fact Protocol
@FactProtocolAug 3
New working paper authored by our founder @MohithAgadi is now live on SSRN: Access Dilution in Contribution Economies: Scarcity, Scale, and the Erosion of Contribution Purchasing Power Introduces the Contribution Purchasing Power (CPP) model to explain why value often declines in memberships, creator communities, and donor programs as they scale. Paper: papers.ssrn.com/sol3/papers.…
1
4
553
New working paper authored by our founder @MohithAgadi is now live on SSRN: Access Dilution in Contribution Economies: Scarcity, Scale, and the Erosion of Contribution Purchasing Power Introduces the Contribution Purchasing Power (CPP) model to explain why value often declines in memberships, creator communities, and donor programs as they scale. Paper: papers.ssrn.com/sol3/papers.…
3
1
9
1,959
dx.doi.org/10.2139/ssrn.7138…
2
224
Great read! 👏
Provenance Fact-Check
@0xProvenanceJun 17
From misinformation to provenance, the conversation is shifting from detecting what is false to verifying what is true. Our CEO, @MohithAgadi, featured in @OutlookBusiness Magazine, sharing why trust may become the most important infrastructure of the AI age.
Mohith Agadi, CEO of Provenance AI, was featured in Outlook Business Magazine. He discussed the significance of provenance and trust infrastructure in the age of Artificial Intelligence.

ALT Mohith Agadi, CEO of Provenance AI, was featured in Outlook Business Magazine. He discussed the significance of provenance and trust infrastructure in the age of Artificial Intelligence.

1
432
World’s largest companies by Market Cap: 🇺🇸 NVIDIA ($5.13 T) 🇺🇸 Alphabet (Google) ($4.48 T) 🇺🇸 Apple ($4.35 T) 🇺🇸 Microsoft ($2.97 T) 🇺🇸 Amazon ($2.65 T) 🇺🇸 SpaceX ($2.46 T) 🇹🇼 TSMC ($2.28 T) 🇺🇸 Broadcom ($1.87 T) 🇸🇦 Saudi Aramco ($1.71 T) 🇺🇸 Tesla ($1.53 Trillion) 🇺🇸 Meta ($1.50 T) 🇰🇷 Samsung ($1.46 T) *At the time of this post.
1
2
7
926
Eating pomegranate with dark chocolate can be beneficial for heart and brain health, potentially improving blood circulation.
Provenance Fact-Check
@0xProvenanceJun 14
⁉️ Eating pomegranate with dark chocolate offers a potent dose of polyphenols, which are beneficial for heart and brain health and may enhance blood circulation. ✅ Verdict: Mostly True. The claim is supported by the well-documented benefits of each food item, although specific studies that examine combinations of these foods are not detailed in the sources.
1
624
Amazon has invested nearly $40 billion in India and intends to invest an additional $35 billion by the year 2030. ✅ Verdict: True. Amazon’s official announcement on Dec 10, 2025, along with reports from TechCrunch and the Times of India, confirm the figures.
Indian Tech & Infra
@IndianTechGuideJun 14
🚨 Amazon has invested $40 billion in India and has announced plans for another $35 billion investment through 2030.
1
1
582
Fact Protocol retweeted
Mohith Agadi
@MohithAgadiJun 11
Cited by @ZooDigitalGroup! 🤝
Mohith Agadi, the author and CEO of Provenance AI, was quoted/cited in Zoo Digital’s whitepaper on Artificial Intelligence in Media Localisation.

ALT Mohith Agadi, the author and CEO of Provenance AI, was quoted/cited in Zoo Digital’s whitepaper on Artificial Intelligence in Media Localisation.

3
1
1
11
930
Resonates: Open Letter by @MohithAgadi.
Fact Protocol
@FactProtocolFeb 27
AI will not replace you. But someone using AI might.
3
5
802
Load more