Watch at your own risk

Written in 2011, before any of this. The bet was that capability without an explanation of creativity is not AGI. But nobody can define creativity well enough to test that. So how do we know which side of the line we are on?

this conversation was recorded 3 years ago with @mattzahab I wonder how many of @harshrajat's predictions about AI didn’t turn out to be true

The Crypto AI Agent Trust Stack 🔐 ┣📁 Threat Model ┃ ┣📁 /prompt-injection ┃ ┣📁 /goal-hijacking ┃ ┣📁 /memory-poisoning ┃ ┣📁 /tool-response-spoofing ┃ ┣📁 /malicious-calldata ┃ ┣📁 /oracle-manipulation ┃ ┗📁 /signer-compromise ┃ ┣📁 Identity & Key Security ┃ ┣📁 /smart-account ┃ ┣📁 /session-key ┃ ┣📁 /delegated-signer ┃ ┣📁 /hardware-backed-signing ┃ ┣📁 /non-exportable-keys ┃ ┣📁 /permission-expiry ┃ ┣📁 /key-rotation ┃ ┗📁 /revocation-path ┃ ┣📁 Policy & Economic Guardrails ┃ ┣📁 /default-deny ┃ ┣📁 /contract-allowlist ┃ ┣📁 /function-selector-allowlist ┃ ┣📁 /token-and-chain-scope ┃ ┣📁 /per-transaction-cap ┃ ┣📁 /daily-spend-cap ┃ ┣📁 /slippage-limit ┃ ┣📁 /leverage-limit ┃ ┣📁 /approval-limits ┃ ┗📁 /maximum-loss-budget ┃ ┣📁 Pre-Execution Validation ┃ ┣📁 /structured-intent ┃ ┣📁 /typed-parameters ┃ ┣📁 /calldata-validation ┃ ┣📁 /chain-id-check ┃ ┣📁 /nonce-and-deadline-check ┃ ┣📁 /contract-codehash-check ┃ ┣📁 /oracle-freshness-check ┃ ┗📁 /policy-recheck ┃ ┣📁 Transaction Simulation ┃ ┣📁 /exact-calldata-simulation ┃ ┣📁 /balance-delta ┃ ┣📁 /token-flow-tracing ┃ ┣📁 /approval-diff ┃ ┣📁 /storage-diff ┃ ┣📁 /unexpected-call-detection ┃ ┣📁 /gas-estimation ┃ ┗📁 /post-state-invariants ┃ ┣📁 Execution & Runtime Control ┃ ┣📁 /intent-calldata-binding ┃ ┣📁 /clear-signing ┃ ┣📁 /erc-4337-validation ┃ ┣📁 /eip-7702-delegation-scope ┃ ┣📁 /human-approval-gates ┃ ┣📁 /pending-transaction-monitor ┃ ┣📁 /behavior-anomaly-detection ┃ ┣📁 /circuit-breaker ┃ ┗📁 /global-kill-switch ┃ ┗📁 Audit & Recovery ┣📁 /intent-log ┣📁 /policy-decision-log ┣📁 /simulation-result ┣📁 /signing-request-log ┣📁 /transaction-receipt ┣📁 /post-state-diff ┣📁 /revoke-session-keys ┣📁 /revoke-token-approvals ┣📁 /rotate-signers ┗📁 /restore-known-good-policy

The gap is the signal. Single-chain agents are already proving demand. Cross-chain agents are where the market structure starts to change. Once agents can move value, coordinate liquidity, and execute across networks, they stop being simple tools and become economic actors. That is where AI infra gets interesting.

We’re running 4 Dual Defence contests with @pushchain for a combined prize pool of $100,000! $70,000 for the L1 chain codebase and $30,000 for core smart contracts. Contest ends on: Aug 03

Three more contests from our $100,000 Dual Defense program are now live with @HackenProof. If you're a security researcher, pick your battlefield: ⚡ SVM Gateway ⚡ Core Contracts ⚡ EVM Gateway Up to $10,000 per contest. Happy hunting!

2nd biggest contest after the FIFA World Cup is currently live and running on @HackenProof (participation link below)

✅ [New DualDefense Contest] A fresh challenge just dropped on HackenProof! The DualDefense Contest with @PushChain is now live. Reward pool: up to $70,000 End Date: August 2, 2026 Scope: Push Chain L1 codebase Last Audit: by @hackenclub Join the contest now!

Now you can track the entire lifecycle of any universal transaction executing to and from Push Chain via the network explorer. 1. visit donut.push.network 2. search or track any "universal transaction" 3. under the Details tab, click on Track Lifecycle link and that's it!

Announcing TAP: a new alternative to MCP and Skills we built for our own team that solves the agent security problem.

500+ hours. Zero criticals. 3 smart contract audits. 1 blockchain audit. Every layer of @PushChain covered. That's what a real end-to-end protocol audit looks like. Full case study: hackenio.cc/push-chain-case-…

🛡️ @PushChain is going to mainnet, and they did it the right way. 4 audits across EVM, Solana, and a custom L1 consensus layer. Full stack coverage before a single block was produced. Zero critical or high findings.

Exciting news! 3 reasons why this is not ‘just another’ audit news: > more than 300hrs spent in auditing. (@hackenclub team are beasts) > Zero critical severity findings (@zaryab_eth @m_AmanGupta and their teams are absolute legends) > launching a $100,000 bug bounty program soon Time to unify crypto.

𝗣𝘂𝘀𝗵 𝗣𝘂𝗹𝘀𝗲 🫀 — 𝗣𝘂𝗹𝘀𝗲 𝟯𝟳 There are a lot of cool things to share but nothing compares to what's coming up tomorrow! June 25 is going to be lit! Pro tip: turn on your notifications

EIP-7702 is now live on Push Chain. You can already see Type 4 transactions being supported: donut.push.network/tx/0x399c… So what exactly is EIP-7702? 🧵

pay in any token the system handles the rest push chain: >gas in ETH >gas in SOL >gas in USDC automatic conversion seamless execution no token juggling, no friction, just use @PushChain