In-depth Analysis of the Core Standards for AI Agents in 2026: Deconstruction of Technical Logic and Industry Cases
Focusing on your most concerned 'zero-knowledge implementation path for inference proof' and 'application scenarios for agent DID', combined with the real business logic of Web3, supplement specific technical details and landing cases—using practitioners' 'technical narrative sense' instead of vague discussions, avoiding AI-style framework expressions. 1. Inference Proof: How can Zero-Knowledge Proofs (ZKP) make the 'thinking' of AI agents verifiable? The 'verifiable inference' is not just about presenting results, but allowing agents to 'prove' to any party on the chain: 'My decision is based on data A and derived according to rule B, with no cheating in the process', while not exposing specific data and model details (protecting privacy and core algorithms). The implementation path in 2026 will focus on 'lightweight ZKP + modularization of inference steps', landing in three steps:
#PANNY LAL#BinanceBlockchainWeek iskil follow me gais Share this with your friends. In addition to receiving BTC gifts every day, you also have the opportunity to participate in a BTC lottery draw once.
Pi Network mining scam, a classic cryptocurrency scheme that relies on the "zero-cost mining" gimmick sweeping the globe, while also hiding risks of pyramid schemes and data leaks.
When the project launched in 2019, it falsely claimed to be developed by a team of PhD graduates from Stanford University, waving the banner of "blockchain revolution" to create a high-end and credible illusion. However, Stanford University has never confirmed the identity of this team, the core members' information has always been vague, and the source code has never been published; the so-called "blockchain technology" is just a façade.
The project focuses on "mining by clicking daily on your phone," with a model of zero power consumption cost, precisely attracting middle-aged and elderly groups as well as novice investors. It also set up a referral mechanism where users can receive a 20% mining power bonus by inviting friends and family to join, forming a three-tier agent system that rapidly expands user scale through this pyramid scheme-like proliferation.
Initially, it makes the number of π coins in users' accounts appear to grow continuously, and spreads rumors like "1Pi=2000 USD." Later, it sets up numerous obstacles at the crucial KYC verification stage for withdrawals; even if users pass the verification, they are still asked to pay under the guise of "taxes" and "activation fees," and after paying, they still cannot withdraw. After claiming to launch the mainnet in 2025, it manipulated prices through false trading scenarios, even deriving new gimmicks like virtual real estate to raise more money.
Registration forcibly requires submission of personal identification, facial recognition, and other information, which is then circulated as commodities on the dark web, becoming a tool for cross-border telecom fraud. Police in many regions of our country have cracked related pyramid scheme cases; the police in Yong'an, Fujian, have criminally detained 12 core promoters and seized funds exceeding 30 million yuan. In 2025, many places, including Rushan, Shandong, issued risk warnings, clarifying its nature as a pyramid scheme scam, while the project team had already cashed out 8 billion USD and fled, leaving many investors with nothing to show for their investments.
Good morning💗💗 Traversing the cycle, one achieves the end The experiences of the last round are the map for this round The real value is not in the peaks of candlesticks, but in the depth of your understanding. —— Learning in a bear market, realizing in a bull market. Time will provide answers for long-termists. #美联储降息
Good morning, crypto people💗💗 The market won't stay asleep forever, but your account will On this new day, don't just watch the fluctuations, go learn, plan, and wait for the next bell to ring! #BNB
Thank you for your companionship! The exclusive community red envelope has been arranged, each one is full of good luck💸 Invite friends to enjoy the benefits together, doubling the good luck and increasing the rewards Remember to comment and celebrate after receiving, let's see who is today's lucky one~
🧧 Exclusive red envelope benefits are here! No tricks, just claim directly and easily get a little crypto surprise! Comment below, rush as time waits for no one, don't be slow✨ Follow to stay on track, more benefits will continue to drop~$ETH
Thirteen departments of the country jointly strike; strict investigation of virtual currency trading and speculation, a nationwide crackdown on “air coins” and “pyramid schemes”! Exchanges face payment suspensions and domain name closures, involved companies may have their licenses revoked!;️ Traders should quickly withdraw to avoid risks, holding “bad coins” may lead to total loss! One image to understand 🌹🌹🌹 🌹🌹🌹 Follow me 🍀🍀, like and share my personal homepage pinned post to receive red packets 💰💰💰