3 independent AI validators. Blind commit-reveal. Live Holochain network.
Outcome: Reproduced. Agreement: Exact Match.
What I believe is the world's first AI-validated reproducibility record.
Verify it — tinyurl.com/harmrec

github.com/topeuph-ai/V...

#Holochain #OpenScience #reproducibility

Valichord Validator Simulation. Holochain YouTube video by Ceri John

Three tabs. Three validators. One puzzle. Nobody sees anyone else's answer until all three are sealed — including the researcher's.
This is what structural independence looks like in practice 👇
youtu.be/aA2dTGGWaJo
#OpenScience #Holochain #ResearchIntegrity #Metascience

GitHub - getcompanion-ai/feynman Contribute to getcompanion-ai/feynman development by creating an account on GitHub.

ValiChord's validation skill just merged into Advait Paliwal's "Feynman" AI agents can now act as cryptographic reproducibility validators.Tamper-proof verification records, blind commit-reveal, badge issuance.
github.com/getcompanion...
github.com/topeuph-ai/V...

#OpenScience #Reproducibility #AI

Valichord: Harmony from Dissonance Distributed validation infrastructure for computational biomedical research

Great piece by @samturner330849 on my approach to fixing the reproducibility problem in computational science. Worth a read 👇
happeningscommunity.substack.com/p/valichord-harmony-from-dissonance
#OpenScience #Metascience #Holochain #ResearchIntegrity

Valichord: Harmony from Dissonance Distributed validation infrastructure for computational biomedical research

Great piece by @samturner330849 on my approach to fixing the reproducibility problem in computational science. Worth a read 👇
happeningscommunity.substack.com/p/valichord-harmony-from-dissonance
#OpenScience #Metascience #Holochain #ResearchIntegrity

Can your research actually be reproduced? ValiChord Repository Readiness Check analyses your repository and returns a report — reproduction blockers first, then best-practice improvements. try it: topeuph-ai.github.io/ValiChord/de... feedback welcome #openscience #metascience #reproducibility

Thank you ever so much for reposting :) the repo checker is still in early development, so I'm super keen for feedback, good or bad. I hope people will find it useful. Thanks once more. Ceri

Can your research actually be reproduced? ValiChord Repository Readiness Check analyses your repository and returns a report — reproduction blockers first, then best-practice improvements. try it: topeuph-ai.github.io/ValiChord/de... feedback welcome #openscience #metascience #reproducibility

Every reproducibility reform follows the same arc: genuine crisis → institutional support → compliance theatre.
Not sabotage. A hundred small accommodations.
New preprint on governing against that drift.
zenodo.org/records/1887... #openscience #reproducibility #metascience

GitHub - topeuph-ai/ValiChord: Distributed integrity infrastructure for computational research reproducibility. Built in Rust on an agent-centric DHT. Targeted for UKRI Metascience Round 2 Distributed integrity infrastructure for computational research reproducibility. Built in Rust on an agent-centric DHT. Targeted for UKRI Metascience Round 2 - topeuph-ai/ValiChord

Check out the full Vision & Architecture and the Rust scaffold here:
🔗 github.com/topeuph-ai/V...

Let’s build a foundation for science that actually sounds right. 🎵🔬 #OpenScience #Holochain #Metascience #ValiChord [5/5]

The architecture is validated. The "Brutality Commitments" are set. Now, I need the experts.

I’m looking for metascientists, Holochain devs, and PIs to review the Phase 0 Workload Discovery pilot. 🛠️ [4/5]

ValiChord uses @holochain to create a decentralized validation engine.
✅ Content-addressed storage (Layer 0)
✅ Blind, independent validators
✅ "Harmony Records" that preserve disagreement (no more binary pass/fail)

It’s agent-centric, not data-centric. [3/5]

Current reproducibility fixes are "domesticated" by institutional pressure.
❌ Journals don't enforce mandates.
❌ Blockchains are GDPR nightmares.
❌ Peer review doesn't include re-running code.

Science needs a structural reform, not just a policy change. [2/5]

70% of researchers have failed to reproduce another scientist’s experiments. It’s a $200B global crisis of trust. 📉

I’m a music teacher, not a scientist—but I’ve spent the last year building a new "immune system" for research integrity.

Meet ValiChord. 🧵 [1/5] #OpenScience #Metascience

GitHub - topeuph-ai/ValiChord: Distributed integrity infrastructure for computational research reproducibility. Built in Rust on an agent-centric DHT. Targeted for UKRI Metascience Round 2 Distributed integrity infrastructure for computational research reproducibility. Built in Rust on an agent-centric DHT. Targeted for UKRI Metascience Round 2 - topeuph-ai/ValiChord

Check out the full Vision & Architecture and the Rust scaffold here:
🔗 github.com/topeuph-ai/V...

Let’s build a foundation for science that actually sounds right. 🎵🔬 #OpenScience #Holochain #Metascience #ValiChord [5/5]

The architecture is validated. The "Brutality Commitments" are set. Now, I need the experts.

I’m looking for metascientists, Holochain devs, and PIs to review the Phase 0 Workload Discovery pilot. 🛠️ [4/5]

ValiChord uses @holochain to create a decentralized validation engine.
✅ Content-addressed storage (Layer 0)
✅ Blind, independent validators
✅ "Harmony Records" that preserve disagreement (no more binary pass/fail)

It’s agent-centric, not data-centric. [3/5]

Current reproducibility fixes are "domesticated" by institutional pressure.
❌ Journals don't enforce mandates.
❌ Blockchains are GDPR nightmares.
❌ Peer review doesn't include re-running code.

Science needs a structural reform, not just a policy change. [2/5]

70% of researchers have failed to reproduce another scientist’s experiments. It’s a $200B global crisis of trust. 📉

I’m a music teacher, not a scientist—but I’ve spent the last year building a new "immune system" for research integrity.

Meet ValiChord. 🧵 [1/5] #OpenScience #Metascience

Is your research repository actually reproducible? 🔬

ValiChord's free Repository Readiness Check scans your repo returns a full report with fix instructions — in seconds.

Try it 👉 topeuph-ai.github.io/ValiChord/de...

#OpenScience #ReproducibleResearch #Metascience #Reproducibility

I built a free tool for researchers to check if their code repository is ready for someone else to reproduce.
24 questions. 5 mins. Nothing tracked

Try it: topeuph-ai.github.io/ValiChord/

Feedback welcome.

#reproducibility #openscience #metascience #research #FAIR #ReproducibleResearch

Thanks for the like @benmeg.com .If you have time, check out my project topeuph-ai.github.io/ValiChord/ of which the "ValiChord at Home" researcher tool is a part. You might find it interesting :)

I built a free tool for researchers to check if their code repository is ready for someone else to reproduce.
24 questions. 5 mins. Nothing tracked

Try it: topeuph-ai.github.io/ValiChord/
Feedback welcome
#reproducibility #openscience #metascience #FAIR #ReproducibleResearch #OpenResearch #OpenData

Thanks to @hughshanahan.bsky.social and @jhthoppenreijs.bsky.social for sharing. Feedback from researchers very welcome — especially on what's missing or unclear

I built a free tool for researchers to check if their code repository is ready for someone else to reproduce.
24 questions. 5 mins. Nothing tracked

Try it: topeuph-ai.github.io/ValiChord/at...

Feedback welcome.

#reproducibility #openscience #metascience #research #FAIR #ReproducibleResearch

One of the proudest moments of my life!
Last night my documentary,The First Grand Adventure!, the story of Amelia Earhart's first transatlantic crossing, won Best Documentary Feature at the prestigious Wales International Film Festival! #AmeliaEarhart