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According to "Du Jia," the Kuaishou App has officially launched an independent platform and entry called "Kuaishou Interactive Content World." Most of the light interactive works on the platform are produced using Vibe Coding, allowing creators to describe their ideas in natural language, with AI generating code and quickly iterating demos, enabling the creation of interactive narratives and simulation mini-games that can be launched without mastering complex programming."Du Jia" states that this entry is separate from the conventional short video information flow and serves as an independent container specifically for interactive content. The homepage displays works in a card format, divided into popular and latest sections, with examples including the AI interactive narrative "Odyssey: Choices," as well as short gameplay like Marble Challenge and Gravity Slingshot. For instance, in "The Fisherman Never Goes Empty," users can complete actions such as casting a line, waiting for a bite, and reeling in, while utilizing features like the side mall, encyclopedia, and achievements.The report mentions that personal pages will retain access records, with each interactive content labeled with the creator ID and browsing data. Douyin's interactive space and interest cards, Bilibili's Toy, Xiaohongshu's RED Skill, and Hongguo's short drama parallel world have previously entered the market. Kuaishou has adopted an independent homepage and personal center loop, with the article noting that the platform is still in its early stages, with a relatively small content pool and fewer categories.

a16z Frontier founding partner Chris Dixon stated that early Web2 platforms were built on fragile tacit agreements: independent creators, bloggers, news media, and community volunteers contributed high-quality content for free, while platforms provided traffic distribution, audience accumulation, and commercial revenue opportunities.He pointed out that after forming a monopoly through network effects, platforms continuously tightened algorithms, forcing creators to pay for traffic. With the advent of the generative AI era, large model companies collect long-accumulated content from the entire internet through crawlers and directly provide answers in search and Q&A interfaces, no longer diverting traffic to the original websites, thus severing the economic cycle of independent creators.Dixon believes that if this trend continues, high-quality original content may be depleted, and the internet could be flooded with low-quality machine-generated content. He proposed that verifiable data ownership could be established through blockchain protocols, allowing data calls, reasoning, and training to be traceable and automatically receive economic returns. Reshaping this contract is one of the important missions of the Frontier fund.

Y Combinator co-founder Paul Graham stated that publishing content on websites with paywalls is equivalent to making it "invisible."He mentioned that if AI cannot crawl the relevant content, then that content does not exist in any practical sense.

Binance founder Zhao Changpeng responded on the X platform regarding the recent mass deletion of old tweets, stating that he was merely testing an AI tool to clean up past retweeted content and did not delete any original posts, so there is no need for the outside world to overinterpret.

Alon, co-founder of Pump.fun, stated that two months after the launch of the platform's $15 million Callout reward program, it was found that the initial mechanism inadvertently incentivized undesirable behavior, leading to a flood of low-quality content and weakening users' willingness to continuously create high-quality content.Pump.fun subsequently adjusted the reward algorithm to place greater emphasis on content quality rather than the quantity of posts. According to the new mechanism, the more Callouts a user posts each day, the lower the marginal returns from the new content. Alon mentioned that the reward mechanism is still undergoing iterations, but there is still a lot of work to be done to ensure that a large number of users can sustainably produce high-quality content over the long term.He also stated that the rewards currently cover both top accounts and accounts with fewer than 10 followers, with no favoritism or preferential treatment. Alon suggested that users focus on recommending quality tokens, building trader trust through content, and earning rewards based on the trading volume generated by their Callouts. He emphasized that simply flooding the platform with Callouts or dumping tokens to followers will not yield sustainable returns.

AI Agent Onchain Operating System (AI Agent Onchain OS) X-Agent has released its latest white paper, which introduces its product architecture, MCP ecosystem, business model, and application scenarios of $XAGT.The white paper points out that the next stage of the AI industry is not just about generating text, images, or code, but about enabling Agents to understand user intentions, invoke tools, execute tasks, and complete transactions. Centered around the concept of "Speak to Build, Share to Connect," X-Agent allows users to create AI Agents with context, memory, skills, API, and wallet connection capabilities through natural language, without the need to write code.In terms of business model, X-Agent aims to establish a complete link for Agent creation, MCP capability access, distribution, payment, and monetization. Developers can package APIs, data, and professional services as MCP capabilities and earn income through per-call, subscription, or transaction commission.The $XAGT token is planned to be used for computing fees in secure operating environments, LLM and API calls, Agent transaction settlements, MCP service payments, Premium Agent template purchases, and developer deployments. In the future, it will also expand to scenarios such as service staking, multi-Agent settlements, and ecological governance.According to the project team, X-Agent currently has over 1 million registered users, has completed more than 1.1 million autonomous tasks, and the consumption of LLM Tokens has exceeded 84 billion. In the future, the project will also promote Super-Agent, enterprise sandbox, decentralized Agent Store, and multi-Agent collaboration systems.Through this white paper, X-Agent hopes to further clarify its long-term direction: to enable anyone to create Agents through language, allowing Agents to truly possess the capabilities for execution, distribution, payment, and continuous commercialization.

The non-small number joint HotShort will hold the non-small number × GWDC 2026 Innovation Forum. The forum will take place on September 29, 2026, at AT CENTER in Seoul, South Korea, focusing on discussions around stock tokenization, Web3, and AI leadership topics.HotShort as a co-organizer will bring short drama content assets RWA, content assetization, and Web3 applications to the event. HotShort is a short drama content assetization platform in Southeast Asia, focusing on mobile short drama content, RWA expression, token issuance, and on-chain revenue sharing transactions. During the conference, HotShort project guest Answer, who is also a co-founder of HotShort, will give a speech sharing insights on short drama content RWA and on-chain revenue sharing.The GWDC Korea event will feature high-profile guests and institutions such as Sun Yuchen, Microsoft, Bithumb, and Animoca Brands. HotShort's entry into this scene will help place the narrative of short drama content RWA, content assetization, and on-chain revenue sharing into a larger Web3 discussion.

The Meta Platforms Oversight Board urges Meta to demonetize "high-risk" artificial intelligence content, reduce its recommendation weight, or remove it from user-facing recommended content, and to gradually impose stricter penalties on accounts that repeatedly violate the rules.

According to the Korea Herald, BNK Investment Securities and the global cultural finance fintech startup EverTreasure have officially signed a strategic cooperation agreement (MOU). The two parties will jointly carry out decentralized investment and token securities business around cultural content such as films, performances, musicals, and artworks.

BitMart founder Sheldon stated that regarding the public accountability statement released by a BitMart employee through the official Twitter account, he has completed the collection of evidence related to the content and claims that the information is all false. Sheldon indicated that he will report to the police during the day in the United States and send a lawyer's letter to the X platform, requesting technical and data evidence collection regarding the relevant content. Sheldon also stated that employee assets do not take precedence over customer assets, and everyone is a customer, with no privileges existing. Previously, BitMart employees publicly questioned the whereabouts of platform assets and related handling situations. Sheldon had previously stated that he would respond to the whereabouts of platform assets by the 19th.Blockchain investigator ZachXBT posted on the X platform questioning the BitMart exchange. In response to the relevant account, he stated that if BitMart indeed has sufficient liquidity, it should directly return the funds to all users instead of issuing vague statements. ZachXBT pointed out that BitMart's related actions have caused real users to be unable to use their funds normally, and there is insufficient transparency. This statement has raised market concerns about the safety of the exchange's funds and operational transparency.

The X platform has announced the launch of the Original Content Rewards Program, aimed at rewarding creators who bring original perspectives, expertise, reporting, creativity, and commentary to the platform.X stated that, effective immediately, new users will no longer be able to join the original revenue sharing program. Existing revenue sharing program users can continue to earn revenue until September 7, during which three final payments will be made on August 14, August 28, and approximately September 11.Starting September 8, eligible existing creators can apply to join the new Original Content Rewards Program. The new program will distribute earnings based on the qualified exposure generated by the creator's original content, with rewards issued every two weeks, and the first payment expected to be issued on August 28.To apply for the Original Content Rewards Program, the following conditions must be met:Must be at least 18 years old;Reside in a country or region supported by the program;Account must be in good standing, with no multiple violations of revenue standards or service terms;Must have a personal or business account;Must subscribe to X Premium, Premium+, or Premium Business;Must have at least 500 verified followers;Must have achieved at least 500,000 impressions from verified users on the home timeline in the past 90 days (excluding reply impressions);Must continuously publish original content.

Telegram founder and CEO Pavel Durov stated that Telegram was briefly removed from the App Store by Apple recently due to a user embedding illegal pornographic content in a public group. The app was restored within hours.Durov mentioned that the attackers exploited a technical vulnerability to insert AI-modified illegal content into old messages in active groups, hiding the content by editing historical messages, making it difficult for regular group members to discover and report it in a timely manner. Such attacks are classified as "takedown extortion," where attackers use automated accounts to embed violations in public groups and report them to platforms like Apple, attempting to force group administrators to pay a ransom, or else the community would be banned due to platform rules.Durov further explained that Telegram continuously combats illegal content through user reports, AI filtering, content hashing, and other mechanisms. This incident is not a systemic issue of the platform but rather a targeted attack exploiting rule loopholes by the attackers.He also warned that Apple's direct removal of the app without prior contact with Telegram could pose risks to all mobile applications that provide user-generated content (UGC), and platform developers need to enhance their defenses against malicious reporting and "takedown attacks."

According to TNW, the Cyberspace Administration of China has released a draft of regulations for combating cyberbullying and is seeking public feedback. The draft requires platforms to establish classifiers for detecting and categorizing online violence content, provide users with a "one-click protection" feature, and implement blacklist management and regular reporting mechanisms for violating accounts.Notably, the draft explicitly includes AI-generated deepfake images and synthetic harassment texts within the scope of regulation. The Q&A platform Zhihu has already responded by restricting the use of anonymous accounts.

According to Techcrunch, New York AI detection startup Pangram announced the completion of a $9 million financing round, led by Menlo Ventures, with participation from Haystack, ScOp, Script Capital, and Cadenza.Pangram also released the next-generation AI text detection model Pangram 4 and the AI image detection model Pangram Image, with the text detection accuracy exceeding 99%, capable of identifying AI-assisted writing, mixed human-machine content, and text generated by AI impersonation programs; the image detection model is currently in research preview stage, based on pixel-level distribution analysis, capable of identifying AI-generated images across models and detecting AI images present in real photographs.

According to Fortune, Airbnb co-founder and CEO Brian Chesky's X account was hacked this Monday, posting a bullish tweet about "RWA tokenization," which was later deleted.Analysis by the AI detection tool Pangram revealed that the tweet was 100% generated by AI, with users pointing out its lack of commas and other characteristics typical of AI writing. Chesky had previously praised AI technology, but this incident shows that low-quality AI-generated content is becoming an increasingly serious concern for businesses and creators. The X platform security team has secured the account after receiving the report, and Chesky has regained access.

On-chain detective ZachXBT stated that during the migration from the traditional private messaging system to XChat, the X platform encountered multiple technical bugs. At the same time, the reliability of the platform's search function declined, affecting information retrieval efficiency. More importantly, the X platform's algorithm has a "traffic bottleneck" for cryptocurrency content, making it easier for content to be restricted within the cryptocurrency vertical, thereby reducing the ability to reach a broader audience.

On-chain detective ZachXBT posted on platform X, stating that the demands from the crypto community for its investigative work are often difficult to meet.ZachXBT mentioned that when it publishes token manipulation investigations before insiders exit, it gets accused of shorting related projects, such as RAVE, M, and LAB; whereas when it releases investigation results after events occur, it is criticized for failing to issue warnings in advance.He stated that continuously facing such doubts has gradually diminished his motivation to regularly publish investigation reports, as he prefers to continue conducting investigations privately rather than endure public pressure. ZachXBT also criticized some community members for overly relying on its investigative results instead of conducting their own research.