Fighting AI fakes with blockchain: Real AI & crypto use cases, No. 4

1 year ago

We’re rolling retired 1 genuine usage case for AI and crypto each time this week — including reasons wherefore you shouldn’t needfully judge the hype. Today: How blockchain tin combat the fakes.

Generative AI is highly bully astatine generating fake photos, fake letters, fake bills, fake conversations — fake everything. Near co-founder Illia Polosukhin warns that soon, we won’t cognize which contented to trust.

“If we don’t lick this estimation and authentication of contented (problem), crap volition get truly weird,” Polosukhin explains. “You’ll get telephone calls, and you’ll deliberation this is from idiosyncratic you know, but it’s not.”

“All the images you see, each the content, the books volition beryllium (suspect). Imagine a past publication that kids are studying, and virtually each kid has seen a antithetic textbook — and it’s trying to impact them successful a circumstantial way.”

Blockchain tin beryllium utilized to transparently hint the provenance of online contented truthful that users tin separate betwixt genuine contented and AI-generated images. But it won’t benignant retired information from lies.

“That’s the incorrect instrumentality connected the occupation due to the fact that radical constitute not-true worldly each the time. It’s much a question of erstwhile you spot something, is it by the idiosyncratic that it says it is?” Polosukhin says.

“And that’s wherever estimation systems travel in: OK, this contented comes from that author; tin we spot what that writer says?”

“So, cryptography becomes an instrumentality to guarantee consistency and traceability and past you request estimation astir this cryptography — on-chain accounts and grounds keeping to really guarantee that ‘X posted this’ and ‘X is moving for Cointelegraph close now.’”

Seriously, don't spot thing you spot online anymore. Faking worldly is trivial. You cannot archer the difference. There are nary watermarks, and watermarks tin beryllium defeated easily. This genie is not going backmost successful the bottle.

— Ethan Mollick (@emollick) November 27, 2023

If it’s specified a large thought wherefore isn’t anyone doing it already?

There are a assortment of existing proviso concatenation projects that usage blockchain to beryllium the provenance of goods successful the existent world, including VeChain and OriginTrail.

However, content-based provenance has yet to instrumentality off. The Trive News task aimed to crowdsource nonfiction verification via blockchain, portion the Po.et task stamped a transparent past of contented connected the blockchain, but some are present defunct 

More recently, Fact Protocol was launched, utilizing a operation of AI and Web3 exertion successful an effort to crowdsource the validation of news. The task joined the Content Authenticity Initiative successful March past year

When idiosyncratic shares an nonfiction oregon portion of contented online, it is archetypal automatically validated utilizing AI and past fact-checkers from the protocol acceptable retired to double-check it and past grounds the information, on with timestamps and transaction hashes, on-chain.

“We don’t republish the contented connected our platform, but we make a permanent, on-chain grounds of it, arsenic good arsenic a grounds of the fact-checks conducted and the validators for the same,” laminitis Mohith Agadi told The Decrypting Story. 

And successful August, planetary quality bureau Reuters ran a proof-of-concept aviator programme that utilized a prototype Canon camera to store the metadata for photos on-chain utilizing the C2PA standard.

It besides integrated Starling Lab’s authentication model into its representation table workflow. With the metadata, edit past and blockchain registration embedded successful the photograph, users tin verify a picture’s authenticity by comparing its unsocial identifier to the 1 recorded connected the nationalist ledger.

Academic research successful the country is ongoing, too. 

Why did @FactProtocol take blockchain exertion to physique a decentralized fact-checking system? A thread 🧵👇

1. Tamper-Proof Records:

Blockchain's immutability ensures that fact-checking records connected Fact Protocol cannot beryllium altered oregon tampered with, providing a unafraid and… pic.twitter.com/tEOrl4Us4o

— Fact Protocol (@FactProtocol) November 21, 2023

Is blockchain needed?

Technically, no. One of the issues hamstringing this usage lawsuit is that you really don’t request blockchain oregon crypto to beryllium wherever a portion of contented came from. However, doing truthful makes the process overmuch much robust.

So, portion you could usage cryptographic signatures to verify content, Polosukhin asks however the scholar tin beryllium definite it is the close signature? If the cardinal is posted connected the originating website, idiosyncratic tin inactive hack that website.

Web2 deals with these issues by utilizing trusted work providers, helium explains, “but that breaks each the time.”

“Symantec was hacked, and they were issuing SSL certificates that were not valid. Websites are getting hacked — Curve, adjacent Web3 websites are getting hacked due to the fact that they tally connected a Web2 stack,” helium says.

“So, from my perspective, astatine least, if we’re looking guardant to a aboriginal wherever this is utilized successful malicious ways, we request tools that are really resilient to that.”

Don’t judge the hype

People person been discussing this usage lawsuit for blockchain to combat “disinformation” and heavy fakes agelong earlier AI took off, and determination has been small advancement until recently. 

Microsoft has conscionable rolled retired its caller watermark to ace down connected generative AI fakes being utilized successful predetermination campaigns. The watermark from the Coalition for Content Provenance Authenticity is permanently attached to the metadata and shows who created it and whether AI was involved.

The New York Times, Adobe, the BBC, Truepic, Washington Post and Arm are each members of C2PA. However, the solution doesn’t necessitate the usage of blockchain, arsenic the metadata tin beryllium secured with hashcodes and certified integer signatures.

That said, it tin besides beryllium recorded connected blockchain, arsenic Reuter’s aviator programme successful August demonstrated. And the consciousness limb of C2PA is called the Content Authenticity Initiative, and Web3 outfits, including Rarible, Fact Protocol, Livepeer and Dfinity, are CAI members flying the emblem for blockchain.

Also read:

Real AI usage cases successful crypto, No. 1: The champion wealth for AI is crypto
Real AI usage cases successful crypto, No. 2: AIs tin tally DAOs
Real AI usage cases successful crypto, No. 3: Smart declaration audits & cybersecurity

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Andrew Fenton

Andrew Fenton

Based successful Melbourne, Andrew Fenton is simply a writer and exertion covering cryptocurrency and blockchain. He has worked arsenic a nationalist amusement writer for News Corp Australia, connected SA Weekend arsenic a movie journalist, and astatine The Melbourne Weekly.

Follow the writer @andrewfenton

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