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#verification

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AI Agents Need Data Integrity

AI agents will soon act autonomously, making data integrity the core security pillar of Web 3.0.

Decentralized protocols, like ActivityPub/Mastodon, let users own and verify data, embedding cryptographic verification, formal proofs, and transparent governance to ensure trustworthy AI operations.

Without robust integrity controls, AI systems risk amplified errors, regulatory non‑compliance, and loss of trust, so future designs must embed layered verification, transparent auditing, and stakeholder‑driven governance as core principles.

Bruce Schneier wrote a great article about this:

schneier.com/blog/archives/202

Schneier on Security · AI Agents Need Data Integrity - Schneier on SecurityThink of the Web as a digital territory with its own social contract. In 2014, Tim Berners-Lee called for a “Magna Carta for the Web” to restore the balance of power between individuals and institutions. This mirrors the original charter’s purpose: ensuring that those who occupy a territory have a meaningful stake in its governance. Web 3.0—the distributed, decentralized Web of tomorrow—is finally poised to change the Internet’s dynamic by returning ownership to data creators. This will change many things about what’s often described as the “CIA triad” of ...
Continued thread

#Google first announced plans to use machine learning to power age estimation earlier this year, which aligns with a global #crackdown on child safety online.

Last week, the UK’s #OnlineAgeVerification rules went into effect, requiring users to verify their ages on sites with porn or content deemed “harmful.”

Several states have passed laws blocking minors from accessing porn sites, while efforts to age-gate social media platforms have largely fallen flat. The #EuropeanUnion is also testing an age #verification prototype that it will eventually link with #DigitalID s.”

#OnlineSafteyAct / #OAS / #UK / #AUS / #USA / #BigTech / #censorship <theverge.com/news/715343/youtu>

Illustration of the Youtube logo.
The Verge · YouTube will identify and restrict minors’ accounts with AIBy Emma Roth

How are your Guards doing with your NickServ correlated with your Tor chat?
#Cwtch looks a lot better as a messenger. It just needs the #Rust !

Have you ever tried to get a rusted bolt loose? Might as well be written in weld.
-----------------------------------------------------------
How many people still use #IRC ? Is it considered trusted and a known quanity because it has been arround for a long time? #Whonix removed it because it is unmaintained. #Tor blog mentions Hexchat in the #oniux announcement. You will have troubles authenticating and never get to the Palladium #onion if you try oniux hexchat. #old or #new : who to trust? When it comes to technology, treachery of the old and fidelity of the new?
@torproject - what works:
oniux element-desktop
forums.whonix.org/remove-hexch
github.com/whonix/anon-meta-pa

But to have oniux, you need #Debian #Trixie and Whonix is still stable.

Continued thread

“Mastercard Responds To Censorship Allegations After Forcing Storefronts To Remove Adult Games”

“Adult games--and games with #AdultThemes--have been #delisted from #digital game sales portals #Steam and #Itchio recently, following pressure from companies that process those platforms' payments to remove them.

After an extended period of silence on the matter, #Mastercard has released a statement and says that its recent actions are based on the "rule of law" and aren't an attempt to enforce #censorship.”

The flip side of verification is CENSORSHIP #OSA / #verification <gamespot.com/articles/masterca>

GameSpotMastercard Responds To Censorship Allegations After Forcing Storefronts To Remove Adult GamesMastercard says its payment network standards are based on the "rule of law."

“Ready or not, age verification is rolling out across the #Internet

“It’s just a taste of the issues that many other countries might face as they launch their own systems, and it’s a situation that privacy and security experts have long warned about — to little avail.

Following a yearslong political push to make the internet safer for kids, age #verification has started seeping into online spaces across the globe. Lawmakers in the #USA, #Europe, #Australia, and elsewhere have all passed #AgeGating #rules, and platforms have begun to comply.

The likely methods for verification are similar to those in the UK. #Platforms typically ask users to either enter a #PaymentCard, upload a #GovernmenIssuedID, take a selfie, or allow a platform to use their #data (like account #CreationDates and #UserConnections) to “estimate” their age. Most rely on #ThirdParty services: #Bluesky uses the #EpicGames-owned Kids Web Services; #Reddit is working with #Persona; and #Discord has partnered with #kID.”

#UK / #OnlineSafetyAct / #OSA / #AgeVerification / #surveillance / #control <theverge.com/analysis/715767/o> (paywall) / <archive.md/jQuvd>

A robot verifying the age of a human man.
The Verge · Ready or not, age verification is rolling out across the internetBy Emma Roth