Fireside Chat: Blockchain x AI

Summary

トレイシー・トラクサーとドミニック・ウィリアムズによるインタビューの要約です。トレイシーはDesity Foundationの機関関係責任者、ドミニックは創設者兼最高科学者であり、AIとブロックチェーンの組み合わせの将来性について語ります。ドミニックは、ブロックチェーン上で動作するAI、特にスマートコントラクトに強い信念を持ち、AIトークンやディープラーニングGPUネットワークには慎重な姿勢を示します。彼らは、AIがスマートコントラクトとして実行されることで得られる耐改ざん性、不停止性、自律性という利点を強調し、実用的な応用例を紹介します。また、インターネットコンピューター上でAIを実行する技術の進歩と、今後の大きな技術革新について触れています。

Takeaways

• 😀 トレイシー・トラクサーはDesity Foundationの機関関係責任者であり、ドミニック・ウィリアムズはその創設者兼チーフサイエンティストです。
• 🔒 彼らはAIとブロックチェーンの組み合わせに非常に前向きで、特にスマートコントラクトとして実行されるAIに注目しています。
• 💡 AIをブロックチェーン上で実行することで、改ざん耐性、不停止性、オプションで自律性を獲得するという3つの重要なプロパティが強調されています。
• 🚫 トークンやディープGPUネットワークなどのAIに対するトークン化は、彼らにとってはあまり魅力的ではありません。
• 🤖 AIがスマートコントラクトとして実行されると、セキュリティ面での利点が示されており、ハッカーの標的になる可能性があることから保護されます。
• 🏦 実用的な例として、AIスマートコントラクトが法律事務所の効率を高める方法が説明されています。
• 💼 スマートウォレットの例では、AIが組み込まれたウォレットがユーザーの資産をより安全に保護し、自律性をもたらす方法が示されています。
• 🔮 インターネットコンピュータは、AIをスマートコントラクトとして実行する唯一のブロックチェーンであり、これは他のプラットフォームとは異なる価値を提供しています。
• 🎭 最近のデモでは、顔認識を実行するAIスマートコントラクトのパフォーマンスが向上し、その進化が示されています。
• 📈 大規模言語モデルをブロックチェーン上で実行することは、インターネットコンピュータの次の大きな目標であり、これにはWASMの64ビットへの移行が必要とされています。
• 🌟 インターネットコンピュータには、AIスマートコントラクト以外にも別の大きな進化が計画されており、これは技術の未来を変える可能性があると言っています。

Q & A

トレイシー・トラクサーはデジティ基金会のどのような役職を務めていますか？

トレイシー・トラクサーはデジティ基金会の機関関係部門の責任者を務めています。

ドミニック・ウィリアムズはデジティ基金会でどのような立場にありますか？

ドミニック・ウィリアムズはデジティ基金会の創設者であり、最高科学者です。

AIとブロックチェーンの組み合わせについて、ドミニックはどのような見解を持っていますか？

ドミニックは、ブロックチェーン上で動作するAI、特にスマートコントラクト形式のAIに非常に楽観的です。しかし、AIのためのトークンやディープラーニングGPUネットワークについては賛同していません。

トークン経済がAIにどのように影響を与えるとドミニックは考えていますか？

ドミニックは、多くのAI関連のトークンが実際には「スネークオイル」のような叙事を売りに来ており、ブロックチェーンとAIの進歩を促進していないと見ています。

AIがブロックチェーン上で動作することの利点は何ですか？

AIがブロックチェーン上で動作することで、改ざん不可能性、止められず、オプションで自律性という利点があります。

スマートコントラクトとして動作するAIの「改ざん不可能性」とは何を指しますか？

「改ざん不可能性」とは、ソフトウェアが常に正しいロジックと正しいデータに対して実行されることが保証されていることを指します。つまり、サイバー攻撃に対して免疫力があることを意味します。

「止められない」AIスマートコントラクトとは何を意味しますか？

「止められない」とは、AIスマートコントラクトが常に実行されることが保証されていることを指しており、外部からの妨害や停止命令に影響されないことを意味します。

AIスマートコントラクトの「自律性」とはどのような性質ですか？

「自律性」とは、スマートコントラクトが誰によっても変更または更新されず、またはDAOによってのみ変更可能であることを指します。これは、例えばスマートウォレットのようなアプリケーションにおいて、コードが悪意のある変更から守られるため非常に重要です。

ドミニックは最近のデモでどのようなAIの機能を示しましたか？

ドミニックは最近のデモで、顔認識機能を持つAIスマートコントラクトを紹介しました。これは、AIスマートコントラクトのパフォーマンスが向上したことを示すだけでなく、多くのアプリケーションにおいて顔認識技術が有用であることを強調しています。

ブロックチェーン上で動作するAIが未来に何をもたらすとドミニックは考えていますか？

ドミニックは、将来的には数百万人から数十億人のカスタムAIモデルが存在し、その多くがスマートコントラクトとして動作するようになると考えています。これは、人々がAIをより信頼し、その利点を活用するためです。

インターネットコンピュータの新しい機能について、ドミニックはどのような予告をしていますか？

ドミニックは、インターネットコンピュータに9月初めにベータ版で公開される新しい機能があると予告しています。この機能は技術の未来を変えるほどのゲームチェンジャーであり、インターネットコンピュータが提供できるユニークな機能であると述べています。

Outlines

00:00

🤖 AIとブロックチェーンの組み合わせの強み

パラグラフ1では、Desity Foundationの創設者で最高科学責任者であるDominic Williamsが、AIとブロックチェーンの組み合わせに対するその期待とその理由について語っています。特に、ブロックチェーン上で動作するAI、すなわちスマートコントラクト形式のAIに注目しています。トークンやディープGPUネットワークに対しては懐疑的な姿勢を示しており、ブロックチェーン技術がAIにどのように基本的なレベルで価値を加えるかについて語っています。

05:01

🚫 AIトークンとディープGPUネットワークの限界

パラグラフ2では、AIトークンの多様性とその多くが実際には単なる偽物販売に等しいというDominicの見解に触れています。また、ディープGPUネットワークの課題についても議論しており、大規模データセンターでのGPUの利便性と価格面での利点を強調しています。Elon MuskによるNvidia GPUの購入など、中央集約型AIクラウドの強みを説明しており、ブロックチェーン上でAIを実行することで得られる独自の利点を探求しています。

10:02

🛡️ AIスマートコントラクトの三大特性

パラグラフ3では、AIをスマートコントラクトとして実行することで得られる三大特性：改ざん不可能性、止められない性、自律性について解説しています。これらの特性がAIのセキュリティや信頼性、そして特定のアプリケーションにおいての重要性について説明されており、具体的な例として法律事務所のAIアプリケーションが紹介されています。

15:02

👨‍💼 法律事務所におけるAIスマートコントラクトの活用

パラグラフ4では、法律事務所がAIスマートコントラクトを導入することで、裁判の準備期間を劇的に短縮し、重要情報を見落とさずに効率的に業務を遂行できるようになった例が紹介されています。AIの改ざん不可能性と止められない性が、法律事務所にとっての重要性について強調されています。

20:03

💼 Web 3におけるスマートウォレットと自律性

パラグラフ5では、Web 3の文脈でAIスマートコントラクトがどのように活用されるかが議論されています。スマートウォレットに組み込まれたAIが、ユーザーの指示に応じて自動的にトランザクションを行う様子を想像し、自律性の重要性が強調されています。また、イーサリアムのSolidityスマートコントラクトを監査するAIスマートコントラクトの例も紹介されています。

25:03

🔍 顔認識デモとAIスマートコントラクトの進化

パラグラフ6では、顔認識デモを通じてAIスマートコントラクトのパフォーマンスがどのように向上したかが示されています。Desity Foundationの取り組みや、WebAssemblyへの貢献など、技術的な背景が触れられています。さらに、インターネットコンピュータ上でより大きな言語モデルを実行する計画も語られており、その実現がAIとブロックチェーンの進化において重要な意義を持つとしています。

🎉 インターネットコンピュータの次の大きな進化

パラグラフ7では、インターネットコンピュータの今後の展開に期待が高まっています。Dominic Williamsは9月上旬にベータ版で公開される新しい機能について触れ、それが技術の未来に与える影響が多大であると強調しています。この新しい機能はインターネットコンピュータ独自のもので、AIとブロックチェーンの密接な関係をさらに示すものであるとしています。

Keywords

💡ブロックチェーン

ブロックチェーンとは、データのブロックがリンクされた分散型台帳のことです。このビデオでは、ブロックチェーンがAIと組み合わせることで、新たな技術の進化をもたらすと強調されています。例えば、AIをブロックチェーン上で動作させることで、セキュリティや信頼性の高いアプリケーションが実現可能になるという点が説明されています。

💡AI

AIとは、人工知能の略で、機械が人間のように学習し判断する能力を持つ技術です。ビデオでは、AIをブロックチェーン上で動作させた「スマートコントラクト」として、新たな機能性やセキュリティを提供することができると語られています。

💡スマートコントラクト

スマートコントラクトとは、ブロックチェーン上で実行される自動化された契約であり、特定の条件が満たされた時に契約の実行を保証します。ビデオでは、AIをスマートコントラクトとして実行することで、その不変性や実行の確実性を高めることができると説明されています。

💡カスタムAIモデル

カスタムAIモデルとは、特定の目的やニーズに合わせて設計された人工知能モデルのことです。ビデオでは、将来的には数百ものカスタムAIモデルが存在し、その多くがスマートコントラクトとして実行される可能性があると予測されています。

💡分散型AI

分散型AIとは、複数の場所に分散して動作するAIのことを指します。ビデオでは、分散型ネットワーク上のGPUで動作するAIモデルについて議論されており、その利点と課題について触れられています。

💡データセンター

データセンターとは、コンピュータシステムを集中的に運用する施設で、大きなストレージ容量や処理能力を提供します。ビデオでは、データセンターがAIモデルを実行する際の利便性やコスト効率について言及されています。

💡トークン

トークンとは、デジタル通貨や資産を表す単位であり、ブロックチェーン上で取引されることがあります。ビデオでは、AIトークンについて批判的な視点から語られており、その多くが実際の価値を提供していないとされています。

💡GPU

GPUとは、グラフィック処理ユニットの略で、画像やビデオの処理に特化したコンピュータチップです。ビデオでは、AIモデルのトレーニングや実行にGPUが使用され、その分散型ネットワークでの課題についても触れられています。

💡セキュリティ

セキュリティとは、システムやデータに対する不正アクセスや攻撃から保護する能力を指します。ビデオでは、AIがブロックチェーン上で動作することで、セキュリティが強化され、ハッカーからの攻撃から守られることが示唆されています。

💡自律性

自律性とは、システムや機械が人間の介入なしに独立して動作する能力です。ビデオでは、スマートコントラクトが自律的であることにより、信頼性や安全性が高まり、そのコードが改ざんされることがないことが重要であると強調されています。

💡インターネットコンピュータ

インターネットコンピュータとは、分散型のプラットフォームで、サーバーレスコードを実行し、スマートコントラクトを可能にします。ビデオでは、インターネットコンピュータ上でAIを実行することで、新たな技術の進化やアプリケーションが実現されると示唆されています。

💡ファシアルリコグニション

ファシアルリコグニションとは、顔認識技術を指し、ビデオではAIスマートコントラクトとしてデモンストレーションされた機能の1つです。そのデモンストレーションは、AIスマートコントラクトのパフォーマンス向上を示す重要な例として挙げられています。

💡WebAssembly

WebAssemblyは、ウェブブラウザ上で実行される高速なバイナリコードフォーマットです。ビデオでは、インターネットコンピュータがWebAssemblyを利用し、AIスマートコントラクトの実行環境を改善する計画が語られています。

💡ニューラルネットワーク

ニューラルネットワークとは、人間の神経系をモデル化したAIアルゴリズムのことです。ビデオでは、ニューラルネットワークがAIの進化と機能性に寄与し、将来的にはインターネットコンピュータ上でより大きなモデルが実行可能になると期待されています。

Highlights

Tracy Traxer作为Desity Foundation的机构关系负责人，与创始人兼首席科学家Dominic Williams就AI、区块链以及AI与区块链的结合进行了深入讨论。

Dominic Williams对AI在区块链上运行，特别是以智能合约形式的AI表现出极大热情。

Desity Foundation目前专注于AI与区块链结合的研发工作。

对AI代币和深度学习GPU网络持保留态度，认为这些并非推动区块链和AI发展的关键。

区块链技术在AI领域的核心价值在于其为AI提供了不可篡改、不可阻挡和可选的自治特性。

智能合约形式的AI具有不可篡改性，能够抵御网络攻击，保证执行正确逻辑。

智能合约形式的AI能够保证持续运行，不受数据中心故障等因素的影响。

自治智能合约意味着除非通过DAO投票，否则代码不能被修改或更新。

智能合约在法律行业中的应用示例，展示了AI如何大幅提高律师准备案件的效率。

如果智能合约AI被黑客攻击，可能会导致敏感数据泄露，对客户和律所造成严重后果。

智能合约AI的不可阻挡性对于依赖AI的业务至关重要，确保服务始终可用。

Web 3领域中，智能合约钱包的自治性对于防止开发者后门操作至关重要。

展示了智能合约AI在面部识别方面的应用，突显了其强大的性能和应用潜力。

智能合约AI的面部识别演示显示了其相较于早期演示在性能上的显著提升。

Desity Foundation在智能合约AI领域的持续研发，包括对WebAssembly的改进和优化。

大型语言模型在区块链上的运行，预示着与区块链对话的未来可能性。

互联网计算机执行环境的升级将允许更大型智能合约的运行，包括大型语言模型。

Dominic Williams预告了互联网计算机即将到来的另一项重大技术进步，虽然细节未透露，但强调其将改变技术的未来。

Transcripts

hi everyone my name is Tracy traxer I'm

the head of institutional relations at

the desity foundation and I'm incredibly

pleased to be joined by our very own

founder and chief scientist Dominic

Williams today as we head into a bit of

a chat about AI the overinflated the

under understated and all things

blockchain and AI very much looking

forward to this conversation well thank

you for having me I think this is a

super super super important topic and

and I'm look forward to Shar what I can

now of first Dom you been a big

proponent of the AI and blockchain

combination for quite a while now and

it's driving obviously a lot of the R&D

effort that the definity foundation is

focusing on at the moment as well can

you tell me a bit about what it is that

makes you so bullish about this

combination well we're specifically very

bullish about AI that runs um on on on

the blockchain itself in the form of

smart contracts um we're bullish about

something else too extremely bullish

about something else too I I can't talk

about today but we'll come back to that

um our Viewpoint is a little bit tical

so we're not so bullish about um tokens

for AI and and we're not so bullish um

about you know deep in GPU networks um

or albe they got potential we're we're

really um very focused on running AI on

on the blockchain all right we'll head

into a bit of a deeper discussion about

AI Asar contracts in a second but you

just mentioned something that has piqu

my interest so uh you said that you

don't feel like tokens for AI and deep

in networks and gpus Etc will be huge

why um well look start starting with

with topens for AI um you know you can

see there are hundreds of them uh you

know on coin market cap and you know

we've dug in because we want to

understand the space um my my general

impression personally is that that a lot

of them are just you know pedling sort

of snake oil narratives um in order to

collect you know money sell tokens

essentially to to dents who don't have

the full picture um and you know I don't

think that really advances the cause of

of blockchain and AI um and you know

there are a lot of blockchains right now

who who've got big treasuries and and

what they're doing is you know going

around investing in these Web Two um AI

projects and saying look in return for

our investment you got to agree to

credit token on on our blockchain and uh

you that indirectly creates a lot of

hype and then um they can say our

blockchain is the blockchain for AI and

they can sell more of that base token

and so on and the flywheel keeps

spinning kind of thing um you know

that's not really what we're about um

we're we're much more interested

interested in you know how blockchain

technology can add value uh to to AI at

a much much more fun fundamental level

um with with with respect to you know

deepen um networks for gpus um I think

you know these things can work but there

are some issues we haven't seen um

resolved so you know we think in the

future that you know there are going to

be millions or billions of custom AI

models running right um and people like

Mark Zuckerberg have you know made

similar claims and you know they hope

that uh you know for example llama will

will be which is an open source AI model

will be used to create a lot of those

custom models um and the question is you

know where are they going to run right

and

um you know you might think that well

there's all these custom models why

won't people run them on on on a

decentralized you know network of

gpus and to to understand some of the

challenges uh you have consider that you

know when people choose where to run

these models they're going to look at

you know capability stroke features and

and price so when you're able to run

gpus inside a single huge data center

you're able to use a lot of uh special

like Hardware um to to connect them um

for example so that gpus can share their

memory

directly and you can't do that in a you

know

a a decentralized Marketplace so easily

so you know if you're renting out the

GPU on someone's gaming computer well

you know that's just a sort of

Standalone GPU and in fact like often

times for things like training people um

you know want to use gpus that are

clustered together um so the feature set

of you know centralized AI clouds

created by people like Amazon and

Microsoft or newcomers like V Ai and so

are going to be much richer

um and that that's so so in that case

you know people will tend to favor the

centralized a clouds over a deepend

network and and it's also the case that

they're going to be able to rent these

gpus um for far less

because they have these um economies of

scale and and benefit from bulk um

buying power so I don't know if uh

anyone noticed uh recently um you know

it came out that Elon Musk had

redirected a $500 million shipment of

Nvidia gpus from Tesla 2X and

xai

and I think that you know Elon musk's

buying these Nvidia gpus in $500 million

Clips right um and that gives you an

idea of the scale of what's going on um

and if you're buying uh you know your

gpus from Nvidia directly from Nvidia in

500 $ million Clips you've got amazing

purchasing power right and amazing

negotiating power so you're going to get

a fantastic discount so you know uh

these organizations running these

centralized um specialist AI

clouds um are paying less for the

underlying Hardware um they're able to

consolidate all of these gpus in a Data

Center and consolidate things like

cooling um bring their power costs down

um and as as I've mentioned you know um

you know they can do things that you can

only do if you got the gpus together

like you know give them access to each

other's memory um so you know in the end

like they're going to win on on on

features and capabilities and and price

so um we're very bullish um about you

know blockchain and AI but we think the

magic combination is when you run the AI

on the blockchain because then you you

start getting these um features and

capabilities uh that you can't get on on

centralized clouds so we think that's

that's where blockchain adds value all

right awesome so then let's dive into

exactly what those features and special

capabilities um on the blockchain site

are obviously what is then so important

about AI smart contract specifically

well when you run AI as a smart contract

you know it gains the properts of smart

contract software so there are lots of

really valuable properties actually but

the three main ones are being tamper

proof being Unstoppable and optionally

being autonomous obviously those are

pretty technical terms so let's break

them down a bit can you explain tamper

proof please well so tamper proof means

that um some software is guaranteed to

execute correctly right and you know

when you run the software it always runs

the correct logic against the correct

data um and

another way looking at it is that it

means the software instances immune to

Cyber attack and and that's going to be

very important because um AI is going to

become as big a target for hackers as

crypto but tokens off tent so sort of an

inherent security feature uh what about

Unstoppable well unstoppable means that

um it's guaranteed to run okay so you

know by contrast if you're running AI on

current it um the AI might crash um uh

the the computer is running on might be

rebooting the data center it's in might

go down so that's a very different

proposition um if you run AI as a

smallart contract it's it's guaranteed

to run and and that's going to be

incredibly important because we're going

to come to depend on on AI all right and

let's finish things off with a third one

autonomy so when a smallart contract is

made autonomous it means that it cannot

be you know modified or

updated by anyone or um it can only be

modified and updated by a dow and this

is going to be very important for things

like um smart wets because you know if

you have a smart wallet with AI inside

and it's not autonomous um somebody

could modify it and steal your tokens

all right I'd love to dive into a bit

more of the actual practical application

side of things so can you give me some

examples maybe of how AI smart contracts

might be used actually in

practice well well let's start with um

an example outside web 3 okay um I'll

I'll start off with uh an imaginary law

firm with a 100 lawyers right and um you

know it's got a bunch of clients who are

battling their way through through the

courts and um let's say today you know

when one of these lawyers has to prepare

for

trial um it it takes them three weeks

right three weeks of work looking back

at their previous legal filings case law

um and so

on um and let's imagine that this more

firm in installs a kind of custom Oracle

um Ai and and it's based on llama and

it's keeping its information in an

Associated Vector database CU that's

what AI needs

um this and and that this AI ingests you

know um all of the previous

Communications with their clients all of

the legal filings they've made um all of

you know the relevant Cas law um

important legal test texts and and so on

and now all of a sudden instead of

taking like three weeks to prepare for

trial the lawyer can do it in in 3 days

and not only that um they can be very

sure that they haven't missed something

because the AI doesn't miss a thing so

that's that's a huge Advance right

because um you know if it takes two

weeks to prepare for trial well um

that's you know very expensive for their

client and in addition to that you know

when they're doing it themselves just

reading through all the stuff they could

miss something important so this is this

this kind of thing will be absolutely

brilliant but um let's imagine that this

AI uh they're running is on current it

okay the first problem we can see is

that it's not tamperproof

and it's going to be like a hot wallet

for all their clients most important

data that analogy yeah and um it's going

to be targeted by hackers and and

imagine if a hacker gets onto the

infrastructure running that

AI they're going to be able to

exfiltrate all their clients most

sensitive data and this will probably

ruin their clients lives um cause them

to lose

their law lawsuits and probably ruin the

law firm it'll go out of business um so

very clearly it's important that this AI

is Tamp proof and the hackers can't get

onto it and exfiltrate all this

sensitive data because it's otherwise

it's going to be a hot wallet for

sensitive

data um in addition to that imagine you

know um the lawyer you know Waits and

some lawyer Waits until 3 days before

trial because he's expecting yeah he's

expecting that he can you know use this

AI to prepare and so it's only going to

take three three days otherwise it would

take three weeks right so you know three

days before um trial he he he sort of

logs on and tries to access the AI and

he finds that it's down maybe the AI has

been encrypted by ransomware maybe the

server machine that runs the AI um has

gone pop uh maybe the data Center's down

um he's going to be absolutely screwed

um because he's come to depend on this

Ai and all of a sudden it it's not

running and and that's why this you know

AI just has to be tamper proof and you

know by running this AI as an internet

computer smart contract um the law firm

can be sure a that it doesn't get hacked

and corrupted by a hacker or the data

exfiltrated or encrypted by ransomware

or the infrastructure goes down and it's

not running when they need it um and

this this is why and you know I could

repeat that with same reasoning with

lots of different examples this is why

we believe um yes there are going to be

millions or even billions of custom AIS

running in the future but a large

proportion of them are going to be

running eventually as smart contracts

because um people are going to need

these guarantees that they can't be

hacked and they're always going to be

available all right I'd love to look at

another example that you touched on

earlier from specifically the web 3 side

of things and that's of in the form of

the smart wallet right

yeah yeah so um web free like you know

has the same kind of concerns that um

the lawyers do first of all and they

don't want their um AIS to be hacked and

the data exfiltrated and they they want

them always to be available espec

especially if they're being used in

conjunction with other smart tracks but

they have this you know web 3 has this

additional need for autonomy so um you

know imagine a smart wallet so on the

internet computer uh a smart contract

can be a wallet right because um it it's

a a multi-chain wallet um because it's

able um to hold tokens on different

chains using something called chain key

and smart contracts on the internet

computer can process web so they can you

know create a web experience and the

user can interact directly with them

through a web browser once they've

authenticated to it to them so um you

can see this kind of thing at o.com ois

y.com that's an example of a of a smart

contract wallet now in the future um

something like

o uh might have an AI embedded right

because it's just a small contract so

therefore it can have an AI model in

sight and this will mean that you can be

on the beach right

and uh pick up your phone and speak to

your smart wallet and you'll be able to

say something like cancel all previous

instructions um if Bitcoin hits

$100,000 uh sell half for usdc if eth

falls 10 10% in a day by you know $500

worth um and every night uh you know Buy

$100 worth of ICP or something something

like that and this is going to be very

very cool because your wallet's going to

have intelligence it's going to be like

your personal

broker um but to make this work you need

autonomy because if that smart wallet

wasn't autonomous that would mean that

some developer controlled it or you

know company controlled it so you know

if a developer controls the smart wallet

they can change the code and they can

change the code so um it exports all

your tokens um typically to their one or

something like that right they can rug

pull you or Rob you or whatever and um

that's obviously very bad so the way to

solve that is you is to C my wallets

where you know the code can't be updated

at all um or or or it's only know

upgradeable by a dow or something like

that and so the you know the wallets are

autonomous nobody controls it there's no

back doors um and you can repeat that

example again you know across lots of

things in web 3 and another example

would be you you could imagine

an internet computer aii smart contract

that audits solidity you know solidity

defi contracts on ethereum and if it

sees that you know there are no bugs uh

there are no back doors or other SEC

security flaws you know kite marks them

and says hey this um AUM smart contract

is safe to use but again like you know

unless it's autonomous um how could you

trust that kite Mark for example if I

personally ran that Ai and I could

update it well I I could have it kite

mark my own malicious solidity smart

contracts on ethereum to steal

everyone's ether or something so um you

know autonomies the autonomy property is

going to be very very important within

web 3 all right so that Golden Triangle

between tamper proove Unstoppable

autonomous um of course you've done a

number of demos fairly recently that

demonstrated sort of the AI and smart

contract capabilities on the internet

computer specifically the most recent

one focused specific spefically on

facial recognition can you maybe tell me

a bit more about that yeah so uh the

reason we we chose to do a facial

recognition demo um is it sort of brings

home quite how powerful these AI smart

contracts are um firstly like you can

actually um have one doing facial

recognition with practical performance

right um

and we we wanted to do that partly

because we wanted to show how how how

far we've

Advanced um you know the performance of

AI smart contract so when we did the now

when we did the facial recognition demo

um it was running probably like almost

10 times faster than the first AI smart

contract demo which had only been done

um a few months before and um that

reflected that just a huge amount of

work that's been done behind the scenes

a definity you know working away making

improvements uh adding simmed thing

called simmed instructions which allow

multiple instructions to be executed in

parallel to the execution environment

and you know proposing those updates to

the network nervous system the Dow that

runs the internet computer and getting

them into the

network and uh you I wanted people to

see uh the results of of all that work

um but as it turns out um you know there

are tons of app ation of uh smart you

know facial recognition by smart

contracts and um you know a lot of

people are now playing with it and some

you know have have reached out to us for

support and guidance on on how how it

canus and things they should do so uh

you know that's been a huge success

story ni some exciting things in store

now of

course I would be Miss if I didn't ask I

think everyone wants to see large

language models on the blockchain

where are we on that um yeah I mean I've

said many times you're going to be able

to have a chat with with with the

blockchain um it's coming in in fact

there are very cut down large language

models uh on the internet computer um

already M um but you know we're focused

on getting like really sophisticated

large language models like llama 3 onto

um the internet computer so the primary

current limitation um is that uh the

internet computer execution environment

um runs small contracts that can have a

maximum of 4 gigabyte

of persistent main memory and that's

because it's using 32-bit WM um you know

a bit like Windows 95 was 32 bit back in

the day I remember

cloy so um uh soon uh we're going to put

proposals into the net nervous system

that will move the internet computer to

64-bit wasm and that will make it

possible to increase um the amount of

persistent main memory that smart

contracts have as needed um and was at a

hoping we can um you know increase it

something like 15 gig which will enable

um you to fit like you know for example

a 78 gab distillation of of laa 3 in

into a smart contract which will be

absolutely Mega um because that's a very

sophisticated large language model um so

obviously there's a lot of work behind

the scenes uh you know defini is um you

know a big player in in the wasm web

assembly ecosystem actually the um one

of the you know first few team members

of guy Andreas rosberg was a co-inventor

of um web assembly and you know that

helps um it it's also the case that um

you know increasing the amount of u

persistant M memory that small contracts

have requires a lot of other protocol um

updates and improvements and so you know

defini is working on that we'll put that

into the network nervous system too um

it's it's a non-trivial thing but but

we're going to get there um and we're

going to be able to run large language

models on on the internet computer um

and once we've done that I think the the

the next um big Master for AI will be

gyron which which involves um getting

gpus onto no machines um which will take

us a whole way further with respect to

Performance and efficiency or allbe it

you know the reason that you run AI as a

SM contract isn't isn't because it's the

most efficient way of running an AI

right the reason you do that is because

you want it to be T proof you want it to

be unstoppable uh and in the case of a

wallet or something like that you want

it to be

autonomous all right and to finish us up

there's been a lot of chatter on X

largely initiated by you regarding

something other than AI smart contracts

sort of another Advance if you want to

call it that that the internet uh

computer has in the pipeline it's been

teased I'm going to ask cheely can you

speak in your cryptic ways about that a

bit well you know I can't tell you what

it is I mean um we're aiming to get this

out in in early September um in beta

form but people will be able to use it

and you know I'm itching to talk about

it I'm in itching to show it to people

I'm so excited and it's it's got me you

know probably more excited than uh

anything else for a very long time um

and you know running uh AI on on

blockchain is like the first big advance

um the internet computer delivered uh in

this space with respect to AI but

there's another big Advance coming and

when you see it um you realize that the

future of tech is going to be completely

different um and it's a real game

changer I and you know what's really

cool about this thing is it crystallizes

so much of the work that we've done over

years and years um creating this like

novel uh third generation blockchain

which hosts this secure Unstoppable

autonomous um serverless code where you

can literally build everything end to

end um on on this decentralized

network um and it's something again that

the internet computer can do uniquely So

currently as you know uh only the

internet computer blockchain can run AI

there's lots of blockchains do like

tokens for AI and all this kind of stuff

and there's only one blockchain that can

run AI has a smallart contract on chain

and that's the internet computer um and

this is going to be a bit like that you

know it's it's it's something that only

the internet computer can do um and I

think it shows you know closes the loop

and and shows you how tightly woven AI

is going to be with with the future of

tech and it's one of those things that

you look at and you just go wow um this

this is incredible this is a game

changer but people will have to wait I

mean I I'm going to have to wait too

because I'm desperate to talk about it

and show people and get discussions

going but but it's not not not a lot

long now right like less than five weeks

four and a half weeks I mean consider

yourselves teased H I imagine people are

spping their calendars right now I mean

actually I I I I I canceled half my

holiday but there me it be on holiday

and the reason I did that is to make

sure that this thing stays all schedule

and get this out and we get it out so it

it's that important um I'm super excited

you know I'm just desperate to share

with people but it'll have to wait it's

not long now what a fantastic note to

end on I think we can wrap it up with

that D thanks for taking the time thank

you all for uh thank you Tracy checking

us out and looking forward to hopefully

having exciting news to share within the

next couple weeks already yep cool bye

everyone bye everyone