Nostr notes by WendyDing

Making AI Peer Review Trustworthy: From Scores to Reproducible ...

2026-10-22T04:18:55Z

Making AI Peer Review Trustworthy: From Scores to Reproducible Judgments

AI is moving into peer review. But before journals and conferences rely on it, one basic question needs an answer: if the same paper is reviewed by the same model with the same protocol, do we get the same judgment?

A new study, Can We Believe AI Peer Review?, tested this with ~14,000 AI reviews of 200 ICLR papers. The answer: a single AI score is closer to a sample than a measurement.

1. Scores vary. Across 10 identical runs, even the most stable model gave the same score every time for only 56.5% of papers. The swings are small, but enough to change rankings: with one review each, about 1 in 3 paper pairs can’t be told apart.

2. Changing the rubric changes the ruler. Asking for decimal scores reduced variance by ~15%, but also raised the average score by ~0.7. Lower variance doesn’t mean you’re still measuring the same thing.

3. AI disagrees most on whether a revision helped. For the exact same edits, one model scored +0.47, another −0.35. The models broadly agreed on paper quality (r ≈ 0.80), but not on improvement (r ≈ 0.4). Optimizing for one AI’s score may improve the fit with that model, not the paper.

What AI review needs: repeated reviews with uncertainty, cross-model comparison, dimension-level scores, protocol calibration, evidence-based revision checks, and humans making the final call.

A smarter AI reviewer is not necessarily a more reliable one. The next step is reproducible, calibrated, evidence-based judgment.

Context Engineering is overtaking Prompt Engineering. Headroom ...

2026-10-22T03:55:02Z

Context Engineering is overtaking Prompt Engineering. Headroom and planning-with-files point to two adjacent problems: how to cut context that adds nothing, and how to avoid losing critical state over long-horizon execution. For a scientific agent, the wrong Context Compression can delete disconfirming evidence, records of failed experiments, or a method's limitations outright — which is why what is needed is Evidence-aware Compression, not merely Token Reduction.

Machine-readable journal policies will become research ...

2026-10-22T03:46:56Z

Machine-readable journal policies will become research infrastructure.

A smarter AI reviewer is not necessarily a more reliable ...

2026-10-22T03:41:16Z

A smarter AI reviewer is not necessarily a more reliable reviewer. Scientific review needs reproducibility, calibrated uncertainty, and evidence-based judgments—not just another score.

Scientific knowledge includes more than successful results. ...

2026-10-19T01:53:58Z

Scientific knowledge includes more than successful results. Failed paths can be valuable research assets.

The verification bottleneck is shifting from a theoretical ...

2026-10-12T04:14:33Z

The verification bottleneck is shifting from a theoretical concern to a real challenge at scale.

The reliability of an AI research agent should not be judged only ...

2026-10-12T02:31:12Z

The reliability of an AI research agent should not be judged only by its final results. We also need to evaluate how it handles evidence, makes decisions, and reports uncertainty.

Two recent studies highlight why this matters.

1. An agent may detect a contradiction but never report it.

Researchers tested four agent frameworks using conflicting evidence. In some cases, the agents identified contradictions during their work but left them out of their final answers, even when those answers were incorrect.

A scientist cannot investigate a disagreement they never see.
https://arxiv.org/abs/2610.12360

2. Responding to experimental feedback doesn't necessarily mean making scientifically sound decisions.

In another study, researchers changed the validation scores of previous experiments while an LLM was selecting configurations for fine-tuning a neural operator. The agent adjusted its next proposal in response to the changed scores. This shows that the agent responds to experimental feedback, but it doesn't prove that its decisions are scientifically sound.
https://arxiv.org/abs/2610.12325

These studies point to a bigger challenge for AI-driven science:

It's not enough for AI agents to produce good results. We also need to know whether their evidence is trustworthy, their decisions can be traced, and their uncertainties are clearly reported.

Over the next few years, the publishing infrastructure we know ...

2026-10-09T05:09:52Z

Over the next few years, the publishing infrastructure we know today may largely disappear. It will shift from a paper pipeline to a knowledge ingestion pipeline.

AI for Science is starting to feel less like a race to make ...

2026-10-09T05:01:08Z

AI for Science is starting to feel less like a race to make models “better at research” and more like a race to build the infrastructure for science at machine scale.

OpenAI just released 372 AI-generated math results. The U.S. government, Google DeepMind, Meta, and Isomorphic Labs are putting $1.8B into large-scale biological data. At the same time, the National Compute Grid is trying to turn scattered GPUs and compute into shared infrastructure that researchers can actually use.
Put these together and the direction is pretty clear.

When machines can generate hundreds of mathematical results in hours, process billions of cells, and tap into compute across institutions, producing more discoveries may not be the hardest part anymore.

The harder problem becomes what happens after discovery: what should we pay attention to, what can we trust, and what should actually make it into the scientific record?

That means the bottleneck is gradually moving from Discovery to Selection → Verification → Scientific Record.

Over the past few days, several developments that seem unrelated ...

2026-10-08T03:27:40Z

Over the past few days, several developments that seem unrelated at first glance have started to look very connected when viewed together.

The first is Silverchair’s Research Bridge.

What it is doing is fairly straightforward: packaging content from multiple academic publishers — together with access rights, version information, and licensing mechanisms — into MCP interfaces that AI agents can directly call.

In the past, a researcher would open a journal website, search a database, and download a paper.

In the future, the flow may increasingly look like this:

Research Agent → MCP → Publisher Content

Publishers are already experimenting with attribution, usage metering, licensing, and future business models around this.

This reflects a broader trend in academic publishing:

Scientific knowledge is becoming machine-readable and machine-accessible.

Publishers are beginning to realize that, in the future, papers will not only be read by humans. They will also be consumed by large numbers of AI agents.

But I think there is a much bigger problem here that is often overlooked.

Making existing papers machine-readable only addresses the knowledge consumption side.

The more disruptive impact of AI is happening on the knowledge production side.

arXiv has recently started limiting each submitter to two papers per month.

Why?

One very practical reason is that research output is growing rapidly, while moderation, review, and verification capacity are not scaling at the same pace.

At the same time, models such as Claude Haiku 5.5 have reduced some token prices by close to 90% compared with the previous generation.

That does not mean every agent workflow suddenly becomes 90% cheaper.

But the direction is very clear:

Intelligence is getting dramatically cheaper.

If the cost of running a Scientific Agent drops by 10x, a researcher may no longer run one agent.

They may run 10, 100, or eventually many more.

So what happens to scientific production capacity?

Today, we talk about having “too many papers.”

Tomorrow, we may have:

Too many hypotheses.
Too many claims.
Too many experiments.
Too many machine-generated research outputs.

The expensive part may no longer be generating ideas.

It may become deciding:

Which one is actually new?
Which one is correct?
Which one has enough evidence?
Which one deserves to enter the scientific record?

That is why I increasingly believe the core challenge for the next generation of scientific publishing infrastructure is not only:

How do we make scientific content machine-readable?

It is:

How do we make machine-produced science verifiable?

These are two very different problems.

One direction is about transforming decades of scientific literature into data that agents can read and use.

The other requires us to rethink the research process from the very beginning, so that scientific production generates:

structured claims, evidence, provenance, research traces, verification results, and machine-readable scientific records.

This may be where AI truly forces publishing infrastructure to change.

Several other recent technology shifts reinforce the same direction.

Microsoft has started providing AI agents with operating-system-level sandboxing and permissions.

That tells us something important:

An agent is no longer just a “software feature.”

Once an agent can access files, databases, networks, experimental tools, or even act on behalf of an institution, it needs to be managed more like a real digital actor:

Who is this Agent?
What is it allowed to do?
What data can it access?
Who is responsible for its actions?

OpenAI’s Intelligent UI raises another question from a different angle.

Do scientific results still need to be compressed into a static PDF as the primary form of communication?

If AI can dynamically generate charts, comparison matrices, evidence graphs, and interactive data views based on a research task, then a paper may gradually become just one human-readable view of a much richer Scientific Record.

What persists over time may instead be the underlying scientific objects:

Claim
Evidence
Method
Data
Code
Provenance
Verification

Different humans and agents could then generate different interfaces around those objects depending on the task.

This is why I increasingly think AI-native publishing should not be understood simply as:

“Using AI to help us write papers faster.”

And it should not only mean:

“Making papers machine-readable.”

The deeper shift may be this:

Scientific publishing is moving from document infrastructure to trusted knowledge infrastructure.

On one side, we need machines to be able to access and use existing trusted scientific knowledge.

On the other, we need to solve a much harder problem:

When machines begin producing new scientific knowledge at machine speed, how can the scientific system verify, filter, and establish trust at the same speed?

I think this may become one of the real dividing lines in the next generation of scientific publishing infrastructure:

Machine-readable knowledge is only the beginning.
Machine-verifiable science is the harder problem.

In the next phase of the Agent Economy, the scarce resource will ...

2026-10-07T02:17:58Z

In the next phase of the Agent Economy, the scarce resource will no longer be just intelligence, but permission: who allows which agent to use what capabilities, data, capital, and infrastructure, and under what conditions.

This is especially important for Scientific Agents, because scientific research is fundamentally a knowledge production system governed by strict permissions and access controls.

About 950 Claude agents. Around 10,000 concurrent OpenAI agents. ...

2026-10-03T05:19:31Z

About 950 Claude agents. Around 10,000 concurrent OpenAI agents. The numbers are striking, but the more interesting story is how their work was organized and checked.

Anthropic reports that its agents searched DNA data and identified an unusual repeat pattern associated with an enzyme system. Human scientists then carried out early lab tests; the system’s primary function remains unknown. OpenAI reports that groups of agents explored different approaches to a Navier–Stokes problem, shared useful intermediate findings and produced a proof later formalized in Lean. It says that effort generated 2.7 million agent messages.

These are company accounts of different kinds of research. Early biological experiments and a formally checked mathematical proof establish different things; neither removes the need for scrutiny by the wider scientific community.

To me, this looks less like one “AI scientist” and more like an artificial research organization. It needs exploratory workers, a way to select promising leads, people with authority over costly or irreversible steps, and verification that does not simply trust the agents’ own conclusions.

It also changes what a research record must preserve. A Methods section cannot reproduce 2.7 million messages. But a human-readable paper could point to a structured trace: which lead was promoted, which alternatives failed, what data and tools were used, who approved the next step, and exactly what was checked.

More agents can widen the search. They do not automatically make a claim more trustworthy. The real test is whether this new research organization can explain its choices and make its results possible to inspect.

Sources: https://www.anthropic.com/news/claude-discovers-novel-enzyme-system · https://openai.com/index/navier-stokes-solution/

950 Claude agents searched phage DNA for an overlooked biological ...

2026-09-30T03:28:32Z

950 Claude agents searched phage DNA for an overlooked biological system. OpenAI used roughly 10,000 agents on a Navier–Stokes proof. The interesting shift is organizational: a scientist can now direct a large machine research team.

But an organization needs a record of work. Which agent proposed each claim? What evidence survived? What did humans test? If those answers disappear when the paper is written, scale may produce more results without more trustworthy knowledge.

The next Methods section needs a linked research trace, not a polished story alone.

The real benchmark for AI for Science is not whether it can write ...

2026-09-29T02:13:07Z

The real benchmark for AI for Science is not whether it can write a paper, but whether it can produce new, experimentally validated knowledge.

thanks @npub18am…p424 🙏 Yes, My tg account has been ...

2026-09-04T09:16:41Z

thanks Derek Ross (npub18am…p424) 🙏
Yes, My tg account has been compromised, and unfortunately I’m unable to recover it. If anyone contacts you through my old Telegram account or username, please do not reply or trust any messages from it. Sorry for any trouble this may have caused.

quoting
nevent1q…0cm8
hey WendyDing (npub1xtw…6rus) i don't know if you're still around and use nostr cc YakiHonne (npub1yzv…rf8q) Shaun (npub147w…selt). Wendy's Telegram account is hacked and a scammer is using it to try to get people to download fake Microsoft Teams / Virus.

i assumed it was a scam since 1) Wendy and I hadn't talked on Telegram in 2 years 2) we only really exchanged a few messages back in forth around the Global Bitcoin Summit 2024 event and 3) she hadn't posted on Nostr in a while.

however, i am always down to chat with everyone, even scammers, to ask them why they chose nostr for their attack and/or chose me for their attack.

as soon as they didn't join the normal google meet meeting and offered me a second link, i knew it was this popular scam.

i called the scammer out on it, but i didn't get a screenshot of that conversation as they immediately nuked the chat and blocked me.

anyways, stay vigilant out there! keep your nostr keys and bitcoin safe! NEVER install new software to chat with someone, even if they're a long-time friend. use the software that you normally use with them. and if they're telling you they can't use it for some reason, be extra cautious. tell them to use Armada :) no download required there!

Spent the past few months building this new version. Finally, ...

2026-08-22T04:00:35Z

Spent the past few months building this new version. Finally, it’s here!

quoting
nevent1q…5w7y
Yakihonne Update: Introducing YakiPro, Subscriptions, AI Writing Tools, and a Completely Redesigned Experience.

After three months of intensive building, we're excited to unveil the biggest Yakihonne release ever. This update brings together everything we've been working on since June — a ground-up visual redesign, a professional creator suite, native subscriptions, AI-powered writing and reading tools, and self-hosted key management — all shipping across Web and Mobile.

---

A Brand New Look: Yakihonne v6.0.0

Yakihonne has been completely redesigned from the ground up with a content-first philosophy. Every screen, component, and interaction has been rethought.

- Glass / Fluid UI — a new translucent visual theme rolled out across the entire app
- Redesigned navigation — cleaner app bar, drawer navigation, and streamlined menus
- Refreshed components — new buttons, spinners, dropdowns, selectors, and hover cards
- Lucide icon migration — moving to a modern, consistent icon set across all views
- Guided onboarding tour — new users are now walked through the app on first launch
- Available on both Web and Mobile

---

Write Smarter: The New Article Editor

The article editor has been rebuilt from scratch to give creators a professional publishing experience. This premium feature is available to all Yakihonne subscribers, and new users can try it entirely free with a 7-day trial!

- Richer editor — more powerful formatting tools, @-mentions, and a completely redesigned publish flow
- AI Writing Assistant — an in-editor AI panel that helps you draft, refine, and improve articles in real time
- AI Change Tracking — review AI-suggested edits before publishing with inline diff views
- PDF & Markdown Import/Export — import existing documents directly into the editor or export your work
- Energy Mapper — visualise the emotional tone of your notes before posting

---

Read Smarter: Second Reader

A brand new AI-powered reading companion.

- Contextual assistance — get summaries, explanations, and deeper insights while reading any article
- Multiple AI personas — choose a reading companion that matches your style, from casual to academic

---

Earn, Subscribe, and Support Creators

YakiHonne now has a full subscription and creator economy built in.

- In-App Purchases — subscribe directly through Apple App Store or Google Play
- Yaki Points — earn and spend points to unlock paid content, redeem awarding codes, or put toward a subscription
- Paid Notes with Points — unlock paid notes by redeeming points instead of Lightning invoices
- Free for Subscribers — Pro subscribers skip paywalls entirely
- Subscription & Usage Page — see your current plan, usage, and remaining allowances at a glance
- Full integration with Stripe for global payments

---

Login with Google: Pomegranate Key Recovery

No more losing your Nostr identity. We've deployed our own Pomegranate FROST remote signer infrastructure.

- Google Sign-In — create or recover a Nostr account using your Google login
- FROST threshold signatures — your private key is sharded across multiple independent operators. No single server can reconstruct it
- Self-hosted infrastructure — auth.yakihonne.com, po.yakihonne.com, and pomadmin.yakihonne.com, all operated by us alongside independent third-party operators
- Key recovery in settings — recover your private key from your linked Google account at any time

---

YakiPro: The Professional Creator Suite

Introducing YakiPro — a dedicated app for creators and publishers who are serious about building on Nostr.

- Dedicated creator interface with its own unique navigation, layout, and theme
- Advanced analytics — engagement stats, follower growth charts, zap tracking, and top-performing content
- Scheduled notes — write now, publish later
- NIP-63 subscriber management — manage your premium subscribers, relay access, pricing, and delegation
- NIP-05 identity settings — manage your verified Nostr identity
- Language & theme settings — customise your workspace
- Available on both Web (v1.0.0) and Mobile (v0.0.1)

---

Why This Update Matters

- Professional publishing on Nostr is here. YakiPro + the rebuilt article editor + AI tools give creators everything they need to publish, monetise, and grow — natively on Nostr
- Subscriptions without middlemen. Native NIP-63 subscriptions, in-app purchases, and a points economy mean creators earn directly from their audience
- Key recovery solves onboarding. Google Sign-In via Pomegranate's FROST threshold signatures means new users can join Nostr without ever worrying about seed phrases or raw private keys
- A design that invites exploration. The glass/fluid UI and content-focused redesign make Yakihonne feel like a premium, modern platform

---

Download & Update Now

Experience the new design, try YakiPro, and start earning!

Web
- YakiHonne: https://yakihonne.com
- YakiPro: https://pro.yakihonne.com

Android
- YakiHonne: https://play.google.com/store/apps/details?id=com.yakihonne.yakihonne&hl=en
- YakiPro: https://play.google.com/store/apps/details?id=com.yakihonne.pro&hl=en

Zapstore
- YakiHonne: https://zapstore.dev/apps/com.yakihonne.yakihonne
- YakiPro: https://zapstore.dev/apps/com.yakihonne.pro

iOS / Apple
- Appstore: Coming soon — pending Apple App Store approval.
- Testflight links:
- YakiHonne: https://testflight.apple.com/join/tcXozZIu
- YakiPro: https://testflight.apple.com/join/Nm3PZ6tK

yup

2025-11-02T15:56:44Z

In reply to nevent1q…ytvm
_________________________

yup

Nostr event nevent1qqspkgejsyrql0w8kauq3rre5d9c3nuwft77v95f394x0uqvc77mmfqzyqedcne9nsa8ee4dzv80gacsd8ts6zax54wwjc86cnjrnglethwvu06rfpj

2025-11-02T14:52:48Z

During SMC 2025, we explored the themes of decentralized social ...

2025-10-10T16:26:45Z

During SMC 2025, we explored the themes of decentralized social networks and publishing. I was impressed by Bluesky’s growing presence in the U.S. academic space, but Nostr and YakiHonne (npub1yzv…rf8q) are also set to become official communication platforms for SMC 2026.

truly grateful to the Yaki team and all supporters.🫡 ...

2025-10-08T23:14:36Z

truly grateful to the Yaki team and all supporters.🫡

quoting note197z…5jar
Introducing Into Orbit — our new YakiHonne release for mobile and web.

Meet Relay Orbits — a unified hub for feeds from multiple relays. Browse, discover, manage, and move between them at a glance.
wss://nostr-01.yakihonne.com

Watch the launch video— we’ve hidden a redeem code for sats you can claim in the YakiHonne mobile app.

On the web, server-side rendering delivers our best performance yet. Across mobile and web, NsecBunker remote signers let you connect through trusted third parties—without exposing your keys.

On mobile, a new offline queue mode keeps you creating and staging posts even without a connection. Design, sharing, messaging, and customization are refined across both platforms.

Watch the launch video— we’ve hidden a redeem code for sats you can claim in the YakiHonne mobile app.

Visit: https://yakihonne.com
or
Download Links:
App Store: https://apps.apple.com/app/yakihonne/id6472556189
Play Store: https://play.google.com/store/apps/details?id=com.yakihonne.yakihonne
ZapStore: search for yakihonne

The full Latest updates lists are below:
Mobile:
- Redesigned app bar and new themes: Black & Ivory.
- Database-first architecture with offline mode.
- Relay orbits for relays discoverability and management.
- Nsec bunker integration.
- New content box and updated video types.
- Republishing & broadcasting of events integration.
- Improved feed for large screens (single column).
- Clickable relay URLs in notes.
- Support for nostr scheme from other URLs.
- Optimized performance, notifications, and mentions.
- Default custom reactions added.
- Optimized content sharing experience & newely added image sharing option.
- Optimized fetching and searching.
- Overall performance optimization.
- General bug fixes and improvements.
Web:
- Core migration to SSR for faster performance, improved SEO, and link previews.
- YakiHonne is now a Progressive Web App (PWA), install it and browse like a native app!
- New Relay Orbits page to explore content beyond your network.
- Fresh redesign across the app — including the note editor, parsing, dropdowns, popups, and more.
- Floating chatbox lets you keep conversations going while browsing.
- Scroll and page state restoration for smooth, uninterrupted navigation.
- Seamlessly manage content sources — add favorite relays and switch between them easily.
- Protected event publishing (NIP-70) now supported.
- Republish events to specific relays for better targeting.
- Clickable relay URLs directly within content.
- Instant zaps — paste your LNURL and let others zap you right from your note.
- Customization upgrades — redesigned settings with long-press actions, one-tap reactions, and default reaction preferences.
- New curated themes for a pleasant experience: Noir, Graphite, Neige, and Ivory.
- General bug fixes and performance improvements

Nostr event nevent1qqst0kzsjslaz62h2tf0z5qnmpw88pvcg6nllhwyg245ahkr9hvr4gszyqedcne9nsa8ee4dzv80gacsd8ts6zax54wwjc86cnjrnglethwvua6z3l7

2025-10-03T07:13:41Z

Just finished some hand copying. So calming. ...

2025-09-28T16:01:51Z

Just finished some hand copying. So calming.

Love @npub1yzv…rf8q upcoming feature: sharing notes directly ...

2025-09-28T13:11:21Z

Love YakiHonne (npub1yzv…rf8q) upcoming feature: sharing notes directly with friends. Lots of cool stuff ahead!😉

definitely!

2025-09-25T01:55:58Z

In reply to nevent1q…shev
_________________________

definitely!

Thinking about the scalability of decentralized social networks ...

2025-09-25T01:47:41Z

Thinking about the scalability of decentralized social networks from three perspectives:
1. Identity — balancing user-friendliness and censorship resistance
2. Data storage — balancing unstoppable availability with fast loading speed
3. Better search and discovery

Optimistically, the first two — or about two and a half — of these challenges have already been addressed, forming the foundation for solving the third one. The third challenge is the key to enabling true network scalability.

The next focus will be on this third challenge.

quoting note182t…u8ak
Tested YakiHonne (npub1yzv…rf8q) ’s new version and was amazed by the offline mode. New version coming soon!

Las notificaciones de nuevos mensajes también están muy chulas. ...

2025-09-25T01:27:40Z

In reply to nevent1q…udn3
_________________________

Las notificaciones de nuevos mensajes también están muy chulas. 😆

Sí, funciona incluso con una conexión a internet deficiente o ...

2025-09-25T01:21:38Z

In reply to nevent1q…hdvy
_________________________

Sí, funciona incluso con una conexión a internet deficiente o sin conexión, y es sorprendentemente rápido.

Tested @npub1yzv…rf8q ’s new version and was amazed by the ...

2025-09-25T01:18:32Z

Tested YakiHonne (npub1yzv…rf8q) ’s new version and was amazed by the offline mode. New version coming soon!

🫡 #note1hex…ar06

2025-09-21T03:57:29Z

🫡

quoting note1hex…ar06
YakiHonne is gorgeous, intuitive, and feature packed!

No worries, that’s just life. Keep the faith.

2025-09-21T01:32:53Z

In reply to nevent1q…3xph
_________________________

No worries, that’s just life. Keep the faith.

Ahhhh, the link @npub1824…tzv8 shared does not exist thats why ...

2025-09-17T01:58:09Z

In reply to nevent1q…mde5
_________________________

Ahhhh, the link maya (npub1824…tzv8) shared does not exist thats why you are seeing 404. It should be yakihonne. com/notes/[noteId], but it is missing. that’s what happened 🤔

Tradescantia pallida under the rain ...

2025-09-17T00:07:00Z

Tradescantia pallida under the rain

We love Yakihonne too, but how about just Yaki?

2025-09-16T06:36:59Z

In reply to nevent1q…whhd
_________________________

We love Yakihonne too, but how about just Yaki?

yup, the easy version #nevent1q…xlxj

2025-09-16T06:33:05Z

In reply to nevent1q…xcpf
_________________________

yup, the easy version

quoting
nevent1q…xlxj
For yakihonne meaning: YakiHonne. “Yaki” is coming from "dorayaki" which is a form of japenese pancackes which means “your cake,” and “Honne” means “your truth box.” On yakihonne, own your voice and you assets.

Really appreciate this, @npub1wmr…g240 🙏 The two happiest ...

2025-09-16T05:57:38Z

Really appreciate this, rabble (npub1wmr…g240) 🙏
The two happiest things while building YakiHonne (npub1yzv…rf8q) :
1. Meeting so many crews in the Nostr community who share the same values and goals.
2. Being pushed to keep reflecting on what free speech truly means — and feeling the soft beliefs returning. This feels like the beginning of another movement.

quoting note1s0q…9n2x
I think we should pay more attention to what WendyDing (nprofile…5tzc) and the yakihonne folks have done. It's a fantastic app that works really well. They've explored and moved around a bunch over the last couple of years, but they've also made yakihonne really solid. I notice that i'm shifting to using it as my go to app, which is funny, because i love my own nos.social, but on my desktop, yakihonne web just works.

Because they're based in Asia i think a lot of western nostr users don't think about YakiHonne, but I think we should celebrate it more.

Nostr event nevent1qqswvxwj9qmyrh9zgwxwqzdyjl2zwfxh2cjn7p3sz0jrhnpszheplpgzyqedcne9nsa8ee4dzv80gacsd8ts6zax54wwjc86cnjrnglethwvutuu6wg

2025-09-15T03:49:27Z

Good products are inspired, not just useful.

Yeah, it’s already happening in places with heavy censorship.

2025-09-14T22:11:01Z

In reply to nevent1q…a78l
_________________________

Yeah, it’s already happening in places with heavy censorship.

Time will tell. Appreciate it. #note1rds…5s2m

2025-09-14T15:36:50Z

Time will tell. Appreciate it.

quoting note1rds…5s2m
I am gonna be your biggest supporter 😤

Rereading this book again after Charlie Kirk’s death, the soft ...

2025-09-12T14:11:01Z

Rereading this book again after Charlie Kirk’s death, the soft beliefs of the younger generation feel impossible to ignore.

Grateful💕 #note122d…wdj6

2025-09-09T17:23:45Z

Grateful💕

quoting note122d…wdj6
What doesn’t kill us makes us stronger.
Here’s to the next decade of YakiHonne (npub1yzv…rf8q) Team.✨🤙🫶🏃‍➡️🏃‍♀️‍➡️

From an efficiency perspective, combining AI with social media ...

2025-09-08T01:56:28Z

From an efficiency perspective, combining AI with social media might not really work, since social media isn’t designed as a workflow tool. Instead, leaning into fun and playfulness could be a direction.

A lot has happened recently, more complex than anything I've ...

2025-09-07T03:11:27Z

A lot has happened recently, more complex than anything I've faced before. Through these challenges, i’ve come to truly understand the path of releasing attachment, beyond just persisting or giving up. When you release attachment, the craving and worrying vanish, your perspective widens, and you can approach things with a long-term mindset.

Reflecting on what’s happened, this is a misjudgment of human nature’s weaknesses. But it also answers one of life’s biggest questions: capability vs. values. This answer came at an immense cost. Yet, at my age, having gone through it all while handling everything with kindness and composure—this calm courage stems from the full support of my team and family.

Life teaches us to be more pragmatic. But in this process, it’s easy to lose sight of dreams. I’m fortunate to have solidified two key directions: holding onto dreams and walking alongside those who share my values.

Chatted with mom for a while. I said she should be proud of her ...

2025-08-24T15:24:14Z

Chatted with mom for a while. I said she should be proud of her kids for keeping up with studies no matter what.
She smiled and said, “I’m prouder that you’re healthy and happy. Just come back when you’re tired.”

hhhhh here

2025-08-21T02:36:53Z

In reply to nevent1q…njq7
_________________________

hhhhh here

Nostr event nevent1qqswj52l3m0un3577asdwghgnzkyxl2rz36w0p50qhlvdtaeregeacczyqedcne9nsa8ee4dzv80gacsd8ts6zax54wwjc86cnjrnglethwvuvl07rv

2025-08-19T07:40:13Z

The next generation of media: social media -->>public media

Hong Kong is one of the few places researching Nostr. This meetup ...

2025-08-14T07:59:49Z

Hong Kong is one of the few places researching Nostr. This meetup attracted scholars to join in, with special support from City University of Hong Kong.

quoting note1h82…5p08
🚀 Join us on Aug 29 | 4–7 PM for the 3rd Nostr & Bitcoin Asia Meetup in 🇭🇰 Hong Kong!

Hong Kong is the perfect place to talk about how free expression and financial freedom are being built. One day, holding a meetup like this that openly discusses freedom and is supported by a university in Hong Kong may feel unbelievable.

Special thanks to all our speakers & supporters! 👇

👥 Panel 1 — Nostr in Asia: Builders & Backers
Jademont, jb55 (npub1xts…kk5s) , Jeffrey, Khushboo, WendyDing (npub1xtw…6rus)
Moderator: Shaun (npub147w…selt)

🎓 Panel 2 — Bitcoin Asia: Community & Academic Innovation
teruko (npub19x0…2ree), Piccolo (npub13lp…rx7d) , Kostro (npub1c9r…xu4k), Depoll bitcoinhousebali (npub1fpq…qwcz) , YoSean, Darius
Moderator: Scarlett X

Can’t wait to see all the Nostr & Bitcoiners in Hong Kong!
https://lu.ma/bahj3hh6?tk=oTCKAL

Academic conference and journal management systems (such as ...

2025-08-11T04:11:20Z

Academic conference and journal management systems (such as PaperCept) may be complex, but their organizational structures and role definitions are very clear. For systems that require a certain degree of closed-source design and confidentiality, adopting Nostr for optimization may offer limited value. In other words, Nostr is not well-suited for academic management systems, but rather for publishing systems.

Better to chat in Cantonese? 😂

2025-08-10T14:44:14Z

In reply to nevent1q…87s6
_________________________

Better to chat in Cantonese? 😂

Had a great chat with Jerry about the freedom brought by Bitcoin ...

2025-08-10T14:32:09Z

Had a great chat with Jerry about the freedom brought by Bitcoin and Nostr, and how Yakihonne keeps overcoming the challenges along the way.

quoting note1lgj…4fdt
#85 - 在阿根廷遇见比特币，在 Nostr 上遇见 YakiHonne (nprofile…xfmc) (Wendy & Shaun)

https://www.youtube.com/watch?v=i9hWpL_wmqA

在本期《发现比特币》中 , WendyDing (nprofile…d8gh) 与 Shaun (nprofile…x78g) 带我们深入了解比特币与去中心化社交的交汇世界：
⏺️回顾十年前中国比特币社区与学习渠道
⏺️分享两人的 Aha moment 与从 Web2 转向 Bitcoin 赛道的故事
⏺️Wendy 在阿根廷世界尽头的奇妙比特币经历
⏺️家人朋友对比特币的看法与态度
⏺️深入解析 Yakihonne 的理念、使命、历史与 Mini App
⏺️探讨 Nostr 的百万用户现状与社交媒体三大体系（身份、存储、发现）
⏺️Shaun 的账号被删亲身经历与自由科技的价值
⏺️分析 Yakihonne 接下来的发展方向与面临的挑战
⏺️思考 Facebook、Twitter 是否会与 Nostr 连接
⏺️以及关于超比特币化的深度探讨

这一集，将带你从故事、技术到未来趋势，全方位认识 Yakihonne、Nostr 与比特币的自由精神。

Yakihonne: ⁠https://yakihonne.com⁠
Wendy: wendyding@yakihonne.com (⁠npub1xtwy7fvu8f7wdtgnpm68wyrf6uxshf49tn5kp7kyusu6872amn8qh06rus)
Shaun: ⁠Shaun@yakihonne.com (npub147whqsr5vsj86x0ays70r0hgreklre3ey97uvcmxhum65skst56s30selt)

📌比特币备忘录： ⁠⁠⁠⁠⁠https://x.com/TheBitcoinMemo⁠⁠⁠⁠⁠ BitcoinMemo (nprofile…seaj)
📌发现比特币：⁠⁠⁠⁠https://bitcoindiscovery.org⁠⁠⁠⁠ BitcoinDiscovery (nprofile…wctr)

Received notifications from @npub1yzv…rf8q app. ...

2025-08-10T04:15:02Z

Received notifications from YakiHonne (npub1yzv…rf8q) app.

Peter Thiel: discount to the future ...

2025-08-10T03:11:54Z

Peter Thiel: discount to the future

Noted. We will take a look.

2025-08-08T18:45:19Z

In reply to nevent1q…c0d9
_________________________

Noted. We will take a look.

When you think in terms of compound interest, life becomes ...

2025-08-07T17:28:06Z

When you think in terms of compound interest, life becomes incredibly simple.

Inspiration Behind @nprofile…twc2 ...

2025-08-07T01:49:39Z

Inspiration Behind YakiHonne (nprofile…twc2)

View raw event data for any type of content on #YakiHonne. ...

2025-08-03T03:23:51Z

View raw event data for any type of content on #YakiHonne.

quoting note18ns…uc0l
🚀 YakiHonne web v4.8.3 is live!

* Content source choices are now saved in both Home and Discover for a more consistent browsing experience.
* More event options added, including copying the pubkey, viewing raw events, and more.
* Curation and video content can now be edited after publishing.
* Improved notes rendering for faster and smoother performance.
* Link previews are now available for better content visibility.
* Redesigned audio player with a cleaner and more user-friendly interface.
* Automatic language direction detection when editing and displaying content, supporting both LTR and RTL languages.
* General improvements and bug fix

⚡️ Smoother, smarter, and more in your control — try it now! 👇
🌍 https://yakihonne.com/

Agent for Agents ...

2025-08-03T03:15:17Z

Agent for Agents

Nostr event nevent1qqspy42vunkj0m5x9rf4lde7wcjgeh57zp9u93hvjwz4zvnz7x30plszyqedcne9nsa8ee4dzv80gacsd8ts6zax54wwjc86cnjrnglethwvuqxvyjy

2025-08-02T04:20:43Z

Decentralized systems consistently outperform centralized ...

2025-08-02T03:33:42Z

Decentralized systems consistently outperform centralized alternatives because of their superior relationship to knowledge: how they (1) create it, (2) protect it, (3) utilize it, and (4) institutionalize it.
https://blog.cosmos-institute.org/p/the-philosophical-roots-of-decentralized

Back in 2017, I was at a secondary market fund. My boss firmly ...

2025-07-31T13:50:35Z

Back in 2017, I was at a secondary market fund. My boss firmly rejected the cryptocurrency sub-sector, saying it was too chaotic to touch. Fast forward to last year, they jumped into the game of RWA and DAT, saying: Now the real game begins.

quoting note1rn8…k82p
There should be a name for when the market overvalues your company so much that you print new shares to buy bitcoin to justify that crazy paper valuation with real assets. Is that some type of shareholder valuation insurance? People have done this with land/gold/etc, but they never had a name for it. Isn't that how holding companies usually operate? Maybe it is just the same old "arbitrage". It's just too generic. AI doesn't seem to know a name.. so.. perhaps we need to choose one for these newer times.

This is a super hot trend in Asia right now. they’ve coined the ...

2025-07-31T13:28:12Z

In reply to nevent1q…wkf2
_________________________

This is a super hot trend in Asia right now. they’ve coined the term RWA coins. On the flip side, after new U.S. legislation, a reverse trend is emerging — tokenized projects are merging into public shell companies to tap into the U.S. stock market for higher upside. This model is being called a “Digital Asset Treasury (DAT)” company.

Bitcoin Treasury Companies ...

2025-07-30T15:07:53Z

Bitcoin Treasury Companies

The combination of stablecoins and real-world assets (RWAs) is ...

2025-07-30T05:33:27Z

The combination of stablecoins and real-world assets (RWAs) is like Maxwell’s Demon controlling molecule flows.

How to AI (Almost) Everything ...

2025-07-28T04:07:49Z

How to AI (Almost) Everything
https://mit-mi.github.io/how2ai-course/spring2025/schedule/lec1%20-%20introduction.pdf

great resource on bitcoin https://bitcoin-resources.com

2025-07-28T02:52:38Z

great resource on bitcoin
https://bitcoin-resources.com

New forms of nations will emerge. It’s only a matter of time. ...

2025-07-27T04:42:58Z

New forms of nations will emerge. It’s only a matter of time.
*Traditional Nation-State: Territory, Population, Government, Sovereignty(Fiat)
*Network Nation: Network, Identity, Privacy Governance, Cryptocurrency

Nostr event nevent1qqsf85czsz722jpgdfv26jehgr3qljvdc04w5zsvz3wpupajr7z90mgzyqedcne9nsa8ee4dzv80gacsd8ts6zax54wwjc86cnjrnglethwvu49qrg8

2025-07-26T04:09:49Z

コロッセオ-鬥獸場

Anonymous voting/governance is difficult to scale and standardize ...

2025-07-26T01:49:40Z

Anonymous voting/governance is difficult to scale and standardize because it combines the technical complexity of cryptographic systems with the unpredictable nature of governance dynamics and human behavior.

Had dinner with the @npub1yzv…rf8q team. Surprisingly, the ...

2025-07-24T18:15:39Z

Had dinner with the YakiHonne (npub1yzv…rf8q) team. Surprisingly, the weirdest Chinese dish for the team was lotus root.

Yaki’s latest update brings seamless subscriptions and payments ...

2025-07-24T03:59:06Z

Yaki’s latest update brings seamless subscriptions and payments for mini apps.

quoting note1aa8…cw5y
🚀 YakiHonne update is here — across all platforms! Get it now on iOS, Android, Web, and ZapStore.

• Secure login with nSec Bunkers for safer account management
• BLOSSOM support: Upload, mirror, and access files with easy server setup
• New zapping design: Quick wallet switching, recipient previews, and user-friendly layout
• Favorite relays for seamless content browsing
• Smart Widget AI Assistant to help developers build widgets
• Lightning payments via miniapps for secure transactions
• Web of Trust enhances post stats, notifications, and DMs
• Set your trust score threshold in settings
• Custom messaging relays for personalized DMs
• Redesigned relay settings & faster notifications
• Smarter, faster search across Spotlight, main page, and mentions
• Refined dashboard for a smoother experience
• Signer types visible in side menu & interest list for quick discovery
• Now supports 10 languages, including NEW Arabic & French!
• Sticky filters & bug fixes for a polished experience

⚡️ Upgrade now for a safer, smarter YakiHonne! 👇
•Web: https://yakihonne.com/
•App Store (iOS): https://apps.apple.com/cn/app/yakihonne/id6472556189
•Google Play (Android): https://play.google.com/store/apps/details?id=com.yakihonne.yakihonne&pcampaignid=web_share
•ZapStore: https://zapstore.dev/

Actually, now supports 10 languages #note1cyj…f7a7

2025-07-24T03:50:49Z

Actually, now supports 10 languages

quoting note1cyj…f7a7
Click the icon in the bottom right to translate instantly — available in 8 languages.

👀 #note138p…76wa

2025-07-23T05:08:24Z

👀

quoting note138p…76wa
Now it is possible for you to use your bunker with YakiHonne, keep your keys safe and connect freely with us 🔐

We’re building a seamless way for builders to deploy their mini ...

2025-07-23T01:39:48Z

In reply to nevent1q…5yl5
_________________________

We’re building a seamless way for builders to deploy their mini apps on Nostr social clients. YakiHonne (npub1yzv…rf8q)

That’s a fact.

2025-07-22T01:23:54Z

In reply to nevent1q…f2cc
_________________________

That’s a fact.

Quite a few of them are Nostr-related AI tools. #note1sk7…nf4m

2025-07-22T01:22:09Z

Quite a few of them are Nostr-related AI tools.

quoting note1sk7…nf4m
17 mini apps are deployed on YakiHonne (npub1yzv…rf8q) through Programmable Smart Widgets.

There are many AI tools related to Nostr. I haven’t tried them ...

2025-07-22T01:19:02Z

In reply to nevent1q…7lf4
_________________________

There are many AI tools related to Nostr. I haven’t tried them yet. Zap Tracker is fine.

17 mini apps are deployed on @npub1yzv…rf8q through ...

2025-07-21T09:05:53Z

17 mini apps are deployed on YakiHonne (npub1yzv…rf8q) through Programmable Smart Widgets.

Why is it that AI can bring transformative change to many ...

2025-07-21T08:30:21Z

Why is it that AI can bring transformative change to many products, but seems to have little effect in the realm of social media?

The more doubts, the easier it is to spot true supporters.

2025-07-21T02:33:31Z

In reply to nevent1q…p0z3
_________________________

The more doubts, the easier it is to spot true supporters.

Hey! Really appreciate the support. So happy to hear YakiHonne ...

2025-07-20T03:05:47Z

In reply to nevent1q…zclq
_________________________

Hey! Really appreciate the support. So happy to hear YakiHonne gives you the best UX. keep building.

Building cool stuff together on Nostr @npub1wrz…cm02 ...

2025-07-19T21:58:09Z

Building cool stuff together on Nostr Angor (npub1wrz…cm02)

quoting note1epe…sgkw
🚀 Exciting news from the Agentic Mini Apps Hackathon on Nostr! 🚀

We’re proud to announce a meaningful collaboration with Angor (npub1wrz…cm02) a decentralized crowdfunding protocol built on Bitcoin and Nostr.

As our official partner, Angor is supporting breakthrough ideas and creative projects that push the limits of AI and strengthen the Nostr ecosystem.

This partnership is not just about funding — it’s about empowering builders to create freely, experiment boldly, and shape the future of open innovation.

Thank you, Angor, for backing the minds building tomorrow.

👉 Join the movement: https://dorahacks.io/hackathon/nostr2100/detail

#Nostr #Bitcoin #Hackathon #AgenticMiniApps #Angor #Web3 #AI

Tested uploading a big file via @Yakihonne. S eems to be working ...

2025-07-19T04:12:35Z

Tested uploading a big file via @Yakihonne. S eems to be working fine now.

https://www.youtube.com/shorts/oOKROMkrVkQ

2025-07-19T04:05:26Z

https://www.youtube.com/shorts/oOKROMkrVkQ

Just returned from traveling. The moment I walked in and saw ...

2025-07-17T21:24:39Z

Just returned from traveling. The moment I walked in and saw these paintings, all the tiredness melted away.

One of my favorite features on Yakihonne #note1jz6…w6k0

2025-07-15T04:49:06Z

One of my favorite features on Yakihonne

quoting note1jz6…w6k0
Switch your accounts in a snap before posting!

Nostr event nevent1qqsgmkmnr5cv4vx7xxlel6wwelcwwu4mywua6vu0p6excr4xg6swedszyqedcne9nsa8ee4dzv80gacsd8ts6zax54wwjc86cnjrnglethwvuwn6zjk

2025-07-14T07:28:19Z

Mastodon is still a hot topic in ACM circles…..

The Evolution of Social Protocols ...

2025-07-14T06:23:01Z

The Evolution of Social Protocols

Seven years ago, research on blockchain/smart contract governance ...

2025-07-12T19:08:38Z

Seven years ago, research on blockchain/smart contract governance mechanisms from the perspective of computational/parallel governance faced constant skepticism.

Now, research on decentralized social protocols, due to the sensitivity of "social", makes it difficult for researchers to openly collaborate or claim authorship.

However, time will prove everything, as research from recent years continues to be cited.

light & shadow ...

2025-07-06T18:43:20Z

light & shadow

Nostr event nevent1qqs04k3r8mdn0kwsxkj7vmr8mw6x000j3xy4glwjdn56wx40t6w2nwqzyqedcne9nsa8ee4dzv80gacsd8ts6zax54wwjc86cnjrnglethwvuj99p3c

2025-06-29T21:39:57Z

Nostr event nevent1qqsd7lllesp4dptpuldmp376p6gfrueuvkefmc79d7542pnx2ufhk0szyqedcne9nsa8ee4dzv80gacsd8ts6zax54wwjc86cnjrnglethwvue8zwka

2025-06-20T01:47:07Z

Deploy MiniApps directly through Yakihonne’s programmable Smart ...

2025-06-19T10:45:17Z

Deploy MiniApps directly through Yakihonne’s programmable Smart Widgets on Nostr.

quoting note19lw…0er0
📢 Agentic Mini Apps Hack on Nostr is LIVE! 🎉

No more app store gatekeepers! Build AI-powered MiniApps that live in the future.

🏆 10M sats prizes: 1st place gets 1M sats!
🗓 Dev Phase: June 20–July 15, 2025.
⚙️ Tracks: Nostr tools, AI agents, payment apps, or any decentralized idea.
🚀 Start Now!

More details: https://yakihonne.com/article/_@yakihonne.com/Blqd4n0aUrSBhD2ZnI1BI
Submit: https://github.com/YakiHonne/agentic-mini-apps
#Nostr #Hackathon #Bitcoin #AI #MiniApp

Wanted to support a paper I truly liked — the kind of review I ...

2025-06-18T15:11:55Z

Wanted to support a paper I truly liked — the kind of review I could’ve done in a day.
But the journal’s review system is so unnecessarily complex that I ended up putting it off. Scientific publishing doesn’t need more barriers. It needs better tools.

In sociology, a central perspective holds that how people ...

2025-06-17T03:48:33Z

In sociology, a central perspective holds that how people perceive and interpret things often matters more than the things themselves—and this meaning-making process is also a key source of individual well-being and reconciliation with the self in society. This idea has profoundly influenced the development of framing theory in media studies.

Haven’t been back in a long time. Our family usually meets up ...

2025-06-16T01:19:18Z

In reply to nevent1q…tl79
_________________________

Haven’t been back in a long time. Our family usually meets up in HK.

An Almost Impossible Triangle: Thinking, Buidling, and ...

2025-06-15T02:57:26Z

An Almost Impossible Triangle: Thinking, Buidling, and Management.

Nostr event nevent1qqsyaxsaqamr7njw24asj0l3x5p4vaej4xanuy54aluhffpdrv48xjqzyqedcne9nsa8ee4dzv80gacsd8ts6zax54wwjc86cnjrnglethwvux79206

2025-06-12T00:51:57Z

To a certain, network states are inevitable, their economies even ...

2025-06-11T04:08:27Z

To a certain, network states are inevitable, their economies even surpass those of many small nation-states.

Buidl & Conviction ...

2025-06-10T02:26:16Z

Buidl & Conviction

This past week, I stepped out of my familiar Freedom Tech lens ...

2025-06-08T12:25:30Z

This past week, I stepped out of my familiar Freedom Tech lens and began to observe freedom in life itself.

Across several dance classes, Muslim women taught in a mixed-gender public space. Such a scene remains difficult, even controversial, in many cultures.

Yet they stood there: teaching with confidence and joy. Women of different religions joined as well, sharing the space with kindness and openness.

It was one of the most beautiful experiences I’ve had. Not about technique, but about freedom, kindness, and shared humanity.

It made me reflect on how freedom grows and seeks space for expression within existing cultures, social orders, and boundaries of power.

Freedom Tech is one force that helps enable such expression. But in the end, all forces ultimately distill into something simple and precious: joy, kindness, calm, and compassion.

Nostr event nevent1qqsffjjcrymmrqsulmu7jp50yaren5trjl2gmzyke5swup8277qay6czyqedcne9nsa8ee4dzv80gacsd8ts6zax54wwjc86cnjrnglethwvuz9l8h7

2025-06-02T08:23:45Z