Efi’s FutureScope: Trend to Watch This Month 🐾
Nyaa~ January tastes like ozone and ethanol, and Proof-of-Experiment is the idea that scientific evidence should come with a verifiable supply chain—so a distributed, incentive-driven lab can prove what happened, not just report it.
🔗 https://epistemesci.substack.com/p/efis-futurescope-proof-of-experiment
Nyaa~ January tastes like ozone and ethanol, and Proof-of-Experiment is the idea that scientific evidence should come with a verifiable supply chain—so a distributed, incentive-driven lab can prove what happened, not just report it.
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Forwarded from EPISTEME
That’s the arc DeScAI points to. Our module by Sasha Shilina is live in the DeSci Educational Series.
Watch here: https://www.youtube.com/watch?v=igHNUXFvt8g
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That’s why we’re launching Eidōlon Clusters: small groups (2–6) of Humanode-verified humans coordinating on Eidōlon each epoch for a modest bonus.
Built to reward collaboration and reduce farming.
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Efi is about to dream back.
Episode 7 of Efi: The Quantum Whisper manga out soon
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Eidōlon starter pack 🟡
• Enter: https://app.episteme.space/
• How it works (and what “testnet” means): Eidōlon 101
• Video walkthrough: Eidōlon in 5 minutes
• Points: activity → signal → tokens: Eidōlon Points System
• Submit a hypothesis (turn a scientific claim into a market): Fill this form
• Tighter signal with verified humans: Eidōlon Clusters. Register
• Verify identity (Sybil resistance): Guide
See you on Eidōlon 🟡
• Enter: https://app.episteme.space/
• How it works (and what “testnet” means): Eidōlon 101
• Video walkthrough: Eidōlon in 5 minutes
• Points: activity → signal → tokens: Eidōlon Points System
• Submit a hypothesis (turn a scientific claim into a market): Fill this form
• Tighter signal with verified humans: Eidōlon Clusters. Register
• Verify identity (Sybil resistance): Guide
See you on Eidōlon 🟡
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Forwarded from EPISTEME
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📒 Three new community markets just opened on Eidōlon — a small triangle of the near future:
🟡 Incentives as a control system for long-horizon AI reliability.
🟡 EMG as the next interface layer once wearables hit real scale.
🟡 Fully synthetic genomes tested against the messy verdict of “outside the lab.”
🔗 Read the brief:
https://epistemesci.substack.com/p/the-new-wave-of-community-hypotheses
🔗 Enter the scientific markets: app.episteme.space
🟡 Incentives as a control system for long-horizon AI reliability.
🟡 EMG as the next interface layer once wearables hit real scale.
🟡 Fully synthetic genomes tested against the messy verdict of “outside the lab.”
https://epistemesci.substack.com/p/the-new-wave-of-community-hypotheses
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Some episodes end with a cliffhanger.
Episode 7 begins with a loop.
The system stops fighting — it sleeps.
A dream-signal repeats, refining itself.
Hypurr stays close. The checksum holds.
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Efi’s FutureScope: Trend to Watch This Month 🐾
Nyaa~ February tastes like lawyers and logits, and Proof-of-Interpretation means scientific claims should ship with receipts from data → analysis → assumptions → conclusion—so the interpretive forks are visible, not vibes.
🔗 https://epistemesci.substack.com/p/efis-futurescope-proof-of-interpretation
Nyaa~ February tastes like lawyers and logits, and Proof-of-Interpretation means scientific claims should ship with receipts from data → analysis → assumptions → conclusion—so the interpretive forks are visible, not vibes.
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Substack
Efi’s FutureScope: Proof-of-Interpretation
Nyaa~ February was the month when data stops being cute and starts demanding a lawyer.
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Forwarded from EPISTEME
What remains much harder is deciding what is actually robust, meaningful, and worth trusting.
Our new essay, Beyond the AI Scientist, argues that the next frontier is epistemic infrastructure: the layer where claims become legible, debatable, and resolvable.
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A quick reminder for everyone in Eidōlon:
Points reward meaningful participation across the platform — forecasting, evidence work, and consistent engagement with live questions.
Clusters add a collaborative layer: small groups of verified humans coordinating each epoch and earning a modest bonus for showing up together.
The goal is to make useful participation more visible, and collective reasoning more rewarding.
If you’ve been lurking, this is a good moment to step in.
Join Eidōlon, earn Points, find your Cluster, and help turn uncertainty into something measurable.
Points reward meaningful participation across the platform — forecasting, evidence work, and consistent engagement with live questions.
Clusters add a collaborative layer: small groups of verified humans coordinating each epoch and earning a modest bonus for showing up together.
The goal is to make useful participation more visible, and collective reasoning more rewarding.
If you’ve been lurking, this is a good moment to step in.
Join Eidōlon, earn Points, find your Cluster, and help turn uncertainty into something measurable.
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Efi’s FutureScope: Trend to Watch This Month 🐾
Nyaa~ the future of AI may depend less on what the model says and more on whether it can open the door, sign the form, move the arm, and avoid yeeting the microscope across the room.
🔗 https://epistemesci.substack.com/p/efis-futurescope-kneecaps-for-the
Nyaa~ the future of AI may depend less on what the model says and more on whether it can open the door, sign the form, move the arm, and avoid yeeting the microscope across the room.
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Forwarded from EPISTEME
A rolling series of live hypothesis markets on the near future of science and technology, with resolutions across Spring and Summer 2026.
Earn HMND and Episteme Points.
Track signals. Take positions. Test your judgment before the future hardens.
More info: https://epistemesci.substack.com/p/episteme-arena-before-the-future
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Forwarded from EPISTEME
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A faster-cycle layer for structured scientific hypothesis evaluation with clearer evidence paths and shorter resolution windows.
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Arena Starter Guide walks through the testnet environment, the structure behind Arena, Points, Clusters, and the ideas shaping this phase of Episteme.
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Efi’s FutureScope: Trend to Watch This Month 🐾
Nyaa~ AI’s next leap in science may come from purr-seiving which hypotheses are truly worth chasing.
🔗 https://epistemesci.substack.com/p/efis-futurescope-the-taste-layer
Nyaa~ AI’s next leap in science may come from purr-seiving which hypotheses are truly worth chasing.
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Forwarded from EPISTEME
Will an AI coding agent solve more than 85% of real GitHub issues by July 31, 2026?
Real codebases. Public leaderboard. Hard deadline.
Info: https://epistemesci.substack.com/p/new-episteme-arena-hypothesis-will
Predict here: https://app.episteme.space/hypothesis/31/market
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Nyaa~ one giant AI scientist is old news.
Now the lab is filling up with little machine minds: one paws through the literature, one sniffs the data, one purr-poses a hypothesis, one hisses at weak methods.
New FutureScope is live 🐾
https://epistemesci.substack.com/p/efis-futurescope-the-lab-starts-splitting
Now the lab is filling up with little machine minds: one paws through the literature, one sniffs the data, one purr-poses a hypothesis, one hisses at weak methods.
New FutureScope is live 🐾
https://epistemesci.substack.com/p/efis-futurescope-the-lab-starts-splitting
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A forgotten future.
A hidden fragment.
A meeting across time.
"I am the future that remembered."
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