Interview: Tanisha Katara – Blockchain and Web3 Strategist

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We interviewed Tanisha Katara, an skilled in blockchain governance and the Governance Innovation Specialist at Polygon Know-how.

Within the final two years, she has additionally been an unbiased guide to six+ purchasers together with Blockchain protocols, Decentralized Functions (dApps), and Decentralized Autonomous Organizations (DAOs).

As an unbiased guide, she helps her purchasers create methods and merchandise associated to go-to-market, token economics, validator popularity administration, governance, and decentralization.

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We requested Tanisha to elucidate ideas round blockchain and decentralization, and the way these can democratize and enhance AI system governance.

Q: Might you inform us a bit about your background and your work with Polygon?

Tanisha Katara: “I’m an unbiased blockchain guide who has labored with over 6 purchasers up to now 1.5 years. My purchasers embrace DAO tooling purposes, protocols, and information availability layer.

I assist them in designing governance fashions, popularity, crypto-economics, product methods, and go-to-market plans. Actually, just lately, I, together with my co-authors, printed a first-of-its-kind analysis paper that dives deep into conviction voting and its affect on voter habits.

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Because the Governance Innovation Specialist at Polygon, my duty is to seek out the most optimum governance resolution that balances decentralization, scalability, and safety.

My present venture contains constructing a unified Governance Hub that may present probably the most seamless neighborhood decision-making expertise and designing the system sensible contracts governance. Up to now, we additionally launched a decentralized course of for validator admissions and created a framework on an on-chain validator popularity mannequin.”

Q: What’s a DAO (Decentralized Autonomous Group) and what function can they play in democratizing AI?

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Tanisha Katara: “So, a DAO is a sort of group facilitated by consensus and code. Let’s break that down, lets?

By way of consensus, DAOs usually don’t have a government making selections; as a substitute, selections are made collectively by members of a DAO or by chosen representatives of a DAO. These members personal tokens representing their stake within the group. One fascinating side is that whilst you might not know who these members are in the actual world, you may nonetheless observe the DAO’s treasury funds and its selections.

This transparency is made attainable by the blockchain, the place transactions are immutable—which means as soon as recorded, they will’t be modified. This function builds a outstanding stage of belief, because the blockchain serves as an final supply of fact.

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By way of code, most guidelines within the DAO are within the type of sensible contracts. Sensible contracts are self-executing contracts that require no intermediaries and function in full transparency.

Shifting to the 2nd a part of the query, AIs are basically opaque and have robust information dependencies. Quite the opposite, DAOs are open and clear programs. If this distinction is leveraged nicely, there’s a really promising future the place DAOs can democratize know-how.

DAOs will be the “worth layer” for AIs. DAOs can facilitate decision-making comparable to who submits the coaching information, what sort of attestations are required, who’s allowed to question, what number of occasions, and -, compensate contributors for submitting vital inputs.

Nonetheless, tread fastidiously. DAOs and AIs are a mirrored image of the processes that create them. The system must be designed critically to battle potential information poisoning assaults or collusion assaults.”

Q: What are some dangers on the intersection of AI and cryptography?

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Tanisha Katara: “Nice query! Primarily, if an AI mannequin has black containers, you can’t confirm its internal workings. It’s nearly as good as a centralized physique making selections with none type of openness.

Alternatively, if an AI mannequin is absolutely open, attackers can simulate assaults domestically and design optimized assaults or determine loopholes within the mannequin.

In such dilemmas, when there’s a must steadiness the verification and correctness of a call whereas preserving the small print hidden, blockchain has seen fascinating improvements like Zero Information proving (ZK-snarks).

Nonetheless, there’s a huge quantity of cryptographic overhead while you embed a ZK computation inside an AI. AIs, themselves, are computationally heavy! Even in case you do determine a computational method out, the coaching information itself might be corrupt or biased.

Moreover, ZK Snarks or MPCs can resolve for matrix multiplication, which makes up a substantial amount of AI computation. It’s the non-linear layers which can be a problem and new strategies like lookup arguments are being explored.”

Q: Governance in AI: How can decentralized governance fashions enhance the decision-making processes in AI programs?

Tanisha Katara: “Governance fashions for AI-based programs should be extraordinarily well-designed and critically thought out.

Curiously and just lately, I had a request to seek the advice of for a big consumer who needed to decentralize his proprietary arbitrage bots, which means, there was a must contain the neighborhood to counsel enchancment options, decide guidelines for querying the system, and even optimize for fuel and income.

Upon additional exploration, I discovered that the system was depending on an AI oracle. You will need to watch out with oracles. If the oracle is attackable, that’s an enormous amount of cash that might disappear instantly.

The consumer is now rethinking the oracle and can change such assault vectors with a strong governance mannequin that may assist customers take part in conviction voting, obtain staking rewards, and slash malicious actors. Governance, if designed nicely, can each safe the AI system and create alternatives for worth accrual.”

Q: Intersection of AI and Blockchain: Are you able to share some particular use instances that reveal the potential of mixing AI and blockchain to unravel real-world issues successfully?

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Tanisha Katara: “Thanks for this query. I’m significantly fascinated by how AI helps with Data Protection and Rip-off Detection.

We will now determine the threats of interacting with a decentralization utility, genuinity of a token or an NFT, obtain alerts on the results of signing a transaction and proactively detect suspicious habits in a DAO.

Actually, Metamask, Rabby Pockets, and Cyvers are already incorporating strong AI use instances to safeguard protocols and customers.

There’s additionally a use case for the opposite method round, the place whereas AI protects the neighborhood, the neighborhood offers worth to AI. There’s a robust, rising must align AI objectives with the values of humanity. For example, Open AI launched a grant program to fund concepts and instruments that collectively govern AI.

This initiative is just the start of how DAOs will be the belief and worth layer of AI, as said earlier.”

DAOs, tokenization of real-world property, and options combining AI and blockchain are set to play an enormous function in how firms, communities, and people conduct enterprise and collaborate.

If you want to study extra about Tanisha Katara, her analysis in blockchain governance, or her consulting companies, you may attain out to her through her LinkedIn web page.

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