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Moltbook isn't real but it can still hurt you

https://12gramsofcarbon.com/p/tech-things-moltbook-isnt-real-but
1•theahura•3m ago•0 comments

Take Back the Em Dash–and Your Voice

https://spin.atomicobject.com/take-back-em-dash/
1•ingve•4m ago•0 comments

Show HN: 289x speedup over MLP using Spectral Graphs

https://zenodo.org/login/?next=%2Fme%2Fuploads%3Fq%3D%26f%3Dshared_with_me%25253Afalse%26l%3Dlist...
1•andrespi•4m ago•0 comments

Teaching Mathematics

https://www.karlin.mff.cuni.cz/~spurny/doc/articles/arnold.htm
1•samuel246•7m ago•0 comments

3D Printed Microfluidic Multiplexing [video]

https://www.youtube.com/watch?v=VZ2ZcOzLnGg
2•downboots•7m ago•0 comments

Abstractions Are in the Eye of the Beholder

https://software.rajivprab.com/2019/08/29/abstractions-are-in-the-eye-of-the-beholder/
2•whack•8m ago•0 comments

Show HN: Routed Attention – 75-99% savings by routing between O(N) and O(N²)

https://zenodo.org/records/18518956
1•MikeBee•8m ago•0 comments

We didn't ask for this internet – Ezra Klein show [video]

https://www.youtube.com/shorts/ve02F0gyfjY
1•softwaredoug•9m ago•0 comments

The Real AI Talent War Is for Plumbers and Electricians

https://www.wired.com/story/why-there-arent-enough-electricians-and-plumbers-to-build-ai-data-cen...
2•geox•11m ago•0 comments

Show HN: MimiClaw, OpenClaw(Clawdbot)on $5 Chips

https://github.com/memovai/mimiclaw
1•ssslvky1•12m ago•0 comments

I Maintain My Blog in the Age of Agents

https://www.jerpint.io/blog/2026-02-07-how-i-maintain-my-blog-in-the-age-of-agents/
2•jerpint•12m ago•0 comments

The Fall of the Nerds

https://www.noahpinion.blog/p/the-fall-of-the-nerds
1•otoolep•14m ago•0 comments

I'm 15 and built a free tool for reading Greek/Latin texts. Would love feedback

https://the-lexicon-project.netlify.app/
2•breadwithjam•17m ago•0 comments

How close is AI to taking my job?

https://epoch.ai/gradient-updates/how-close-is-ai-to-taking-my-job
1•cjbarber•17m ago•0 comments

You are the reason I am not reviewing this PR

https://github.com/NixOS/nixpkgs/pull/479442
2•midzer•19m ago•1 comments

Show HN: FamilyMemories.video – Turn static old photos into 5s AI videos

https://familymemories.video
1•tareq_•20m ago•0 comments

How Meta Made Linux a Planet-Scale Load Balancer

https://softwarefrontier.substack.com/p/how-meta-turned-the-linux-kernel
1•CortexFlow•20m ago•0 comments

A Turing Test for AI Coding

https://t-cadet.github.io/programming-wisdom/#2026-02-06-a-turing-test-for-ai-coding
2•phi-system•20m ago•0 comments

How to Identify and Eliminate Unused AWS Resources

https://medium.com/@vkelk/how-to-identify-and-eliminate-unused-aws-resources-b0e2040b4de8
3•vkelk•21m ago•0 comments

A2CDVI – HDMI output from from the Apple IIc's digital video output connector

https://github.com/MrTechGadget/A2C_DVI_SMD
2•mmoogle•22m ago•0 comments

CLI for Common Playwright Actions

https://github.com/microsoft/playwright-cli
3•saikatsg•23m ago•0 comments

Would you use an e-commerce platform that shares transaction fees with users?

https://moondala.one/
1•HamoodBahzar•24m ago•1 comments

Show HN: SafeClaw – a way to manage multiple Claude Code instances in containers

https://github.com/ykdojo/safeclaw
3•ykdojo•28m ago•0 comments

The Future of the Global Open-Source AI Ecosystem: From DeepSeek to AI+

https://huggingface.co/blog/huggingface/one-year-since-the-deepseek-moment-blog-3
3•gmays•28m ago•0 comments

The Evolution of the Interface

https://www.asktog.com/columns/038MacUITrends.html
2•dhruv3006•30m ago•1 comments

Azure: Virtual network routing appliance overview

https://learn.microsoft.com/en-us/azure/virtual-network/virtual-network-routing-appliance-overview
3•mariuz•30m ago•0 comments

Seedance2 – multi-shot AI video generation

https://www.genstory.app/story-template/seedance2-ai-story-generator
2•RyanMu•33m ago•1 comments

Πfs – The Data-Free Filesystem

https://github.com/philipl/pifs
2•ravenical•37m ago•0 comments

Go-busybox: A sandboxable port of busybox for AI agents

https://github.com/rcarmo/go-busybox
3•rcarmo•38m ago•0 comments

Quantization-Aware Distillation for NVFP4 Inference Accuracy Recovery [pdf]

https://research.nvidia.com/labs/nemotron/files/NVFP4-QAD-Report.pdf
2•gmays•38m ago•0 comments
Open in hackernews

Show HN: Changefly ID + Anonymized Identity and Age Verification

https://www.changefly.com/blog/2025/08/anonymized-identity-and-age-verification-a-new-era-of-privacy-for-changefly-id
20•davidandgoli4th•5mo ago
Hey HN! I’m Lukas Dickie the founder of Changefly and I’m truly excited to share with you our latest release of Changefly ID with Anonymized Identity & Age Verification.

By putting privacy first and using a novel approach to account protection, Changefly ID offers a path to a safer, more secure, and less-intrusive internet for everyone:

- Changefly ID for anonymous authentication + ANONYMIZED identity & age verification for services that are required to verify minimum age

- Zero-knowledge proofs, secure multi-party computation, temporary unique identifiers

- Protects against bot attacks, bot scraping, identity theft, phishing, credential stuffing, online tracking, and other evolving threats

Changefly ID + Anonymized Identity & Age Verification is like showing a bartender a “Yes, I’m over 21” hologram badge instead of handing them your driver’s license with your name, address, and birthdate. They get what they need—but none of what they shouldn’t have.

We’re just getting started and I’d love to hear what you think, what you’d like to see next, and any feedback you have.

https://changefly.com

Comments

commandersaki•5mo ago
What is the enrolment process for users that want to prove an attribute or credential?
davidandgoli4th•5mo ago
Great question, commandersaki. Here is the two-step enrollment process for users that want to prove an attribute or credential:

1. User gets their Changefly ID through the Changefly app (free)

2. User verifies their identity anonymously (https://www.changefly.com/account/verify)

For developers:

https://www.changefly.com/developer

commandersaki•5mo ago
Can you elaborate without me having to install an app. What does "verifying [sic] their identity anonymously" actually entail. I think that's what most of us want to know, and that's what is not adequately explained anywhere on your site.
davidandgoli4th•5mo ago
Sure no problem:

- Changefly ID is the core technology for anonymous authentication (https://www.changefly.com/our-research). Changefly ID requires zero PII.

- Optionally, if a service requires identity / age verification, we just released Anonymous Identity & Age Verification for Changefly ID (https://www.changefly.com/blog/2025/08/anonymized-identity-a...).

- You can verify your identity for free: https://www.changefly.com/account/verify

- Developers can verify Changefly ID’s and/or age requirement checks with our open API: https://www.changefly.com/developer

VoidWhisperer•5mo ago
I'm a little confused here from the explanation and examples - how is this anonymous exactly? The examples require that you pass their 'changefly user id' and ip address. Both of these are fairly unique identifiers (especially when combined). The mention in the developer documentation that you may prompt them for the user's changefly PIN in the case of an IP address mismatch implies that you are storing the user's IP in some form or another - so basically users are having to trust that you aren't storing information about these 'changefly connections'. This is just one further hop from having the government provide this service themselves, since if they really wanted to, what is stopping them from coming to you and saying 'I want a list of all websites that user at X ip address did age verification on'?
davidandgoli4th•5mo ago
Hey VoidWhisperer, you've raised some excellent and valid points without knowing the underlying technology. It's understandable how the need to pass a an IP address could seem contradictory to the idea of anonymity. IP addresses are required to communicate on the internet whether at home, work, or on the go. Nobody can change that without changing the entire structure of the internet.

Your Changefly ID is anonymous and end-to-end encrypted. Changefly does not know who you are, who you are connecting with, or what your IP address is as we do not log IP addresses.

I encourage you to read more below to learn how the Changefly ID authentication process works and how Changefly is truly changing the game for privacy and security:

Changefly Anonymous Authentication FAQ: https://www.changefly.com/security

Changefly ID white paper: https://www.changefly.com/our-research

Changefly US Patent 12,301,546 B2 https://patents.google.com/patent/US12301546B2/en

Coeur•5mo ago
This is definitely something that is needed. But I don't know if you're doing the privacy bit right and I can trust you. What I'd like to see next is a technical paper where you explain all your claims.

You're in the trust business. You haven't earned it yet.

If you can't really do the privacy bit with 100% absolute guaranteed certainty using technical means, you could also do a third party audit you daily. Yep, daily. That would be fine by me too.

davidandgoli4th•5mo ago
"You're in the trust business. You haven't earned it yet."

Spot on, Coeur! My sentiments exactly. My name is Lukas Dickie and I'm the founder of Changefly. You can verify this by looking up our business registration with Washington State or contacting Troy Foster at Perkins Coie (https://perkinscoie.com/professionals/troy-foster). I have a long track record of working with governments and companies around the world.

For identity verification, Stripe is our current data processor and undergoes annual audits. Your identity is first verified by Stripe, secondly reprocessed for privacy on Changefly, then immediately deleted.

I encourage you to check out the links below to learn how the Changefly ID authentication process works and how Changefly is truly changing the game for privacy and security:

Changefly Anonymous Authentication FAQ: https://www.changefly.com/security

Changefly ID white paper: https://www.changefly.com/our-research

Changefly US Patent 12,301,546 B2: https://patents.google.com/patent/US12301546B2/en

pilingual•5mo ago
While a zk-proof solution for IDs is sorely needed, I too am wondering how the initial setup works.

Just have a simple video on the homepage like https://heyblue.com showing someone new to the product start using it. Montage with a few examples would be nice.

The app screenshots could be improved.

Edit: clarity

davidandgoli4th•5mo ago
Hey thanks pilingual. We recently released this to the general public. We'll roll out a simple video and screen shots soon. Here is the two-step enrollment process for users that need to verify their identity:

1. User gets their Changefly ID through the Changefly app (free)

2. User verifies their identity anonymously (https://www.changefly.com/account/verify)

For developers:

https://www.changefly.com/developer

foxylad•5mo ago
Seems to require an app. Which instantly gives ChangeFly my PII. Nope.

Anonymized identity requires some entity to certify that a given token proves what it says it does. That is an awesome power, and given the abuse of that power by private companies who have gained it in the past, I'm not going to give it to ChangeFly, whoever they are.

Which begs the question of who we DO trust enough to do provide this service. Perhaps our banks?

davidandgoli4th•5mo ago
Hey foxylad, I hear your frustration. Did you know everything you do on your phone and computer is through an app?

My name is Lukas Dickie and I'm the founder of Changefly. You can verify this by looking up our business registration with Washington State or contacting Troy Foster at Perkins Coie (https://perkinscoie.com/professionals/troy-foster). I have a long track record of working with governments and companies around the world.

For identity verification, Stripe is our current data processor and undergoes annual audits. Your identity is first verified by Stripe, secondly reprocessed for privacy on Changefly, then immediately deleted.

I encourage you to check out the links below to learn how the Changefly ID works and how Changefly is truly changing the game for privacy and security:

Changefly Anonymous Authentication FAQ: https://www.changefly.com/security

Changefly ID white paper: https://www.changefly.com/our-research

Changefly US Patent 12,301,546 B2: https://patents.google.com/patent/US12301546B2/en

ranger_danger•5mo ago
I would not consider identity/age verification to offer a path to a "less-intrusive internet".
davidandgoli4th•5mo ago
Hi ranger_danger, thank you for your comment. I encourage you to check out the links below to learn how Changefly ID works and how Changefly is truly changing the game for privacy and security:

Changefly Anonymous Authentication FAQ: https://www.changefly.com/security

Changefly ID white paper: https://www.changefly.com/our-research

Changefly US Patent 12,301,546 B2: https://patents.google.com/patent/US12301546B2/en

vorejdajo•5mo ago
The linked article seems purposely vague so much so that I'm wondering if you're a scam. It just has some privacy keywords like "zero knowledge proofs", but it doesn't really explain what's going on. Diving deep into your privacy policy, to know how it works - shows you use third party for the initial verification?

>For example, our Third-Party Providers may verify your government ID when you register for Changefly Anonymized Identity Protection[1]

[1]: https://www.changefly.com/policies/privacy-policy

davidandgoli4th•5mo ago
Hey vorejdajo, I completely understand your questioning if this is a scam (Changefly actually blocks scammers). My name is Lukas Dickie and I'm the founder of Changefly. You can verify this by looking up our business registration with Washington State or contacting Troy Foster at Perkins Coie (https://perkinscoie.com/professionals/troy-foster). I have a long track record of working with governments and companies around the world.

For identity verification, Stripe is our current data processor and undergoes annual audits. Your identity is first verified by Stripe, secondly reprocessed for privacy on Changefly, then immediately deleted.

I encourage you to check out the links below to learn how the Changefly ID authentication process works and how Changefly is truly changing the game for privacy and security:

Changefly Anonymous Authentication FAQ: https://www.changefly.com/security

Changefly ID white paper: https://www.changefly.com/our-research

Changefly US Patent 12,301,546 B2: https://patents.google.com/patent/US12301546B2/en

vorejdajo•5mo ago
>For identity verification, Stripe is our current data processor and undergoes annual audits. Your identity is first verified by Stripe, secondly reprocessed for privacy on Changefly, then immediately deleted.

This important information is not in your FAQ or your white paper. Not even a mention of identity verfication. Transparency is crucial, if you want trust.

Nevertheless, Am I not parting more of my data by giving Govt id to another third party(stripe) rather than just my email?

davidandgoli4th•5mo ago
Hi vorejdajo, thanks for the feedback. We've been in private mode, and recently launched access to the general public. Additional info will be added to our website and Developer API guide.

"Nevertheless, Am I not parting more of my data by giving Govt id to another third party(stripe) rather than just my email?"

- Identity verification is OPTIONAL for Changefly ID. We chose to work with Stripe for government ID verifications because we can guarantee that after the verification and anonymization, your PII is verifiably deleted.

- Regarding using your email for logins and identity verification, that is no longer feasible in this day and age due to phishing, credential stuffing, account takeovers, scams, and the list goes on.

monero-xmr•5mo ago
This is definitely the future: non-governmental entities compete for business, users KYC and self-identify with one or more of them, and they take the legal risk via insurance policies if children slip through. Then third-party sites trust the third-party vendors, who approve users without passing the PII.

Sure, the third-party identity vault companies could be hacked, but I would prefer one of those over a million various sites of dubious quality taking my PII themselves.

davidandgoli4th•5mo ago
Hi monero, I encourage you to check out the links below to learn how the Changefly ID authentication process works and how Changefly is truly changing the game for privacy and security:

Changefly Anonymous Authentication FAQ: https://www.changefly.com/security

Changefly ID white paper: https://www.changefly.com/our-research

Changefly US Patent 12,301,546 B2: https://patents.google.com/patent/US12301546B2/en

DiabloD3•5mo ago
Kind of wild you're willing involving yourself with the PII footgun.

There is no acceptable amount of PII a business should hold unless required to by the government for extremely limited industries (ie, banking or medicine or the act of employment).

Every single government that is requiring age verification is not also legally indemnifying companies that are performing this. Every single company that is trying to provide this will be hung out to dry when this blows up in their face: the company will be heavily fined under the existing laws in that country.

In many countries, banks that have to follow KYC or similar laws or hospitals that have to follow HIPPA or similar laws are given at least some form of partial legal indemnification as long as they can prove they were following the law. This is why they almost uniquely keep getting away with it with a slap on the wrist when they inevitably fuck up.

This will never be offered to companies like yours. You are taking on, essentially, infinite legal risk to make a quick buck.

If your legal council is telling you they can defend you from this, I suggest finding new legal council. IANAL, IANYL, but proceed very carefully. This is not a technological problem, this is a legal problem, and you cannot solve this with technology.

davidandgoli4th•5mo ago
Hey DiabloD3, I completely understand your concerns and you bring up a lot of curious points! My name is Lukas Dickie and I'm the founder of Changefly. You can verify this by looking up our business registration with Washington State or contacting Troy Foster at Perkins Coie (https://perkinscoie.com/professionals/troy-foster). I have a long track record of working with governments and companies around the world.

For identity verification, Stripe is our current data processor and undergoes annual audits. Your identity is first verified by Stripe, secondly reprocessed for privacy on Changefly, then immediately deleted.

I encourage you to check out the links below to learn how the Changefly ID authentication process works and how Changefly is truly changing the game for privacy and security:

Changefly Anonymous Authentication FAQ: https://www.changefly.com/security

Changefly ID white paper: https://www.changefly.com/our-research

Changefly US Patent 12,301,546 B2: https://patents.google.com/patent/US12301546B2/en

DiabloD3•5mo ago
So, I'm not sure what legal regime you're pitching this for, but my reading of, for example, the UK's new tyrannical law... if merely having your identity verified by having your credit card in your hand via KYC laws, then there wouldn't have been a problem.

They want visual proof for future prosecution.

Any company that attempts to provide services to verify identification in a way that complies with government laws is a future collaborator and also a future PII leak. They will throw you under the bus for leaking PII, and the people will throw you under the bus for collaborating.

Are you sure you want to be in that position?

davidandgoli4th•5mo ago
The UK's data protection laws, enforced by the Information Commissioner's Office (ICO), require platforms to use "data protection by design". This means minimizing personal data collected for age assurance:

You are not required to save your ID under the UK's new age verification laws; instead, platforms must use age assurance methods that confirm your age without collecting or storing your personal data, such as facial estimation or digital identity wallets. The focus is on privacy-preserving tools that provide only a "yes" or "no" response to an age threshold, adhering to data protection principles and minimizing the collection of personal information.

- Changefly ID is the core technology for anonymous authentication (https://www.changefly.com/our-research). Changefly ID requires zero PII.

- Optionally, if a service requires identity / age verification, we just released Anonymous Identity & Age Verification for Changefly ID (https://www.changefly.com/blog/2025/08/anonymized-identity-a...).

- You can verify your identity for free: https://www.changefly.com/account/verify

- Developers can verify Changefly ID’s and/or age requirement checks with our open API: https://www.changefly.com/developer

xvilka•5mo ago
I know Cardano has something similar (not sure how it's anonymized but it operates on the need-to-know basis) called Veridian[1][2]. And, of course, there are identity platforms from Ethereum[3].

[1] https://www.veridian.id/

[2] https://cardanofoundation.org/blog/veridian-digital-identity...

[3] https://ethereum.org/en/decentralized-identity/

davidandgoli4th•5mo ago
Hey xvilka, you are correct! There are thousands of identity verification companies around the world. The difference is we use Changefly ID.

I encourage you to check out the links below to learn how the Changefly ID authentication process works and how Changefly is truly changing the game for privacy and security:

Changefly Anonymous Authentication FAQ: https://www.changefly.com/security

Changefly ID white paper: https://www.changefly.com/our-research

Changefly US Patent 12,301,546 B2: https://patents.google.com/patent/US12301546B2/en

apimade•5mo ago
How is this any different from outsourcing attestation to a third-party?

Considering most regulations require the party reliant on validating the data to store the source or proof, it seems like the only plausible mass-deployment of this approach would be US state-based ID systems specifically for drinking/anonymous patrons. That excludes driving, gambling, restricted entertainment, medicine etc.

Countries wouldn’t adopt it nationally or federally, they’d copy it.

Maybe online games or communities that want to keep age of users above a set amount? I don’t see them paying for this though.

Am I missing something?

davidandgoli4th•5mo ago
Hey apimade, you brought up some great questions and I'll answer as best I can:

"How is this any different from outsourcing attestation to a third-party?"

There are thousands of identity verification companies around the world. The difference is we use Changefly ID.

"Considering most regulations require the party reliant on validating the data to store the source or proof, it seems like the only plausible mass-deployment of this approach would be US state-based ID systems specifically for drinking/anonymous patrons. That excludes driving, gambling, restricted entertainment, medicine etc."

A growing number of services around the world are requiring identity (are you a real person, or age verification). Changefly ID + Anonymized Identity and Age Verification processes government ID's from over 100 countries.

"Countries wouldn’t adopt it nationally or federally, they’d copy it."

I encourage you to check out the links below to learn how the Changefly ID authentication process works and how Changefly is truly changing the game for privacy and security:

Changefly Anonymous Authentication FAQ: https://www.changefly.com/security

Changefly ID white paper: https://www.changefly.com/our-research

Changefly US Patent 12,301,546 B2: https://patents.google.com/patent/US12301546B2/en