usage

Predict.fun posted on platform X that it has launched the Predict Developer Dashboard, a self-service portal for creating applications, generating keys, and managing usage and rate limits. Through this interface, users can manually request higher usage-based tiers and import existing keys.Predict.fun has also implemented "trade burst" limits to restrict the number of calls for creating and canceling orders per second. New applications have this limit enabled by default, while existing applications will have this limit applied the next time the user requests rate limits.

On August 21, OpenAI responded to the differences in Codex usage limits, stating that it would not unilaterally change the relevant rules without communicating with the community first. An official investigation found that affected users often converted subscriptions into API traffic through sub2api and redistributed it, which would be flagged by the fraud prevention system.OpenAI pointed out that using subscriptions normally through Sign in With ChatGPT on official or OSS clients (such as Pi, OpenCode) poses no issues at all.

OKX CEO Star stated that OKX is collaborating with Anthropic to address issues related to its corporate accounts. Earlier, Bloomberg reported that OKX was suspended due to Hong Kong employees violating Anthropic's geographical restrictions to access Claude, and has prohibited employees residing in Hong Kong or passing through China from using Anthropic's Claude AI model.Additionally, Star posted that the monthly cost for AI usage is between 6 million to 8 million dollars, and has built an internal AI development platform called Oli, which integrates multiple cutting-edge models to provide advanced AI capabilities and development tools for product managers and engineers.

Binance Research data shows that Generation Z investors are gradually shifting towards long-term asset allocation tools such as ETFs. Compared to Millennials, Generation X, and Baby Boomers, their trading frequency is lower, and their preference for leverage is also weaker.Data indicates that at the beginning of August, ETFs accounted for 25% of the stock trading volume among Generation Z users. In July, the proportion of net inflows into stocks from ETFs for Generation Z reached 21.9%, up from 18.5% in June; during the same period, the proportion of individual stock investments decreased from 77% to 74.2%.Binance Research analyzed trading behaviors in direct stocks, tokenized stocks, and traditional financial perpetual contracts. The data shows that Generation Z's trading activity in all three asset classes is lower than that of other working-age groups.Among them, Generation Z's traditional financial perpetual contract accounts traded an average of 13 times per month, lower than the 17 times of Millennials and 16.5 times of Generation X. In direct stock accounts, 22% of Generation Z users have never sold stocks, higher than the 19% of Generation X and 9% of Baby Boomers.Among Generation Z accounts that bought but did not sell, the assets with the highest cumulative purchase amounts include Broadcom, Tesla, and Charles Schwab U.S. High Dividend Stock ETF.In terms of leveraged products, Generation Z shows a lower risk appetite. Data indicates that 88.2% of Generation Z's traditional financial perpetual contract accounts have never traded leveraged or inverse ETFs, higher than the 84.5% of Millennials and 85.9% of Generation X.Additionally, the tokenized stock market continues to expand. Data shows that Binance's bStocks recently briefly surpassed Kraken's xStocks, becoming the second-largest tokenized stock issuance platform globally. As of the latest data, Ondo Finance ranks first with approximately $972 million in tokenized stock value, while xStocks and bStocks are approximately $611 million and $580 million, respectively.

According to official news, Gate will upgrade the Gate Card points reward program on August 14, 2026. After the upgrade, the assets that can be redeemed with Gate Card points will expand from primarily supporting USDT and GT to include USDT, GT, BTC, ETH, GUSD, as well as tokenized stock assets such as NVDAG, AAPLG, GOOGLG, SPCXG, TSLAG, MUG, SNDKG, and SKHYG, corresponding to Nvidia, Apple, Google, SpaceX, Tesla, Micron Technology, SanDisk, and SK Hynix. The newly added tokenized stock assets cover several popular fields such as AI, semiconductors, and consumer technology. After earning points through eligible daily spending, users can redeem mainstream crypto assets like BTC and ETH according to their preferences, or they can redeem corresponding tokenized stock assets like Nvidia, Apple, Tesla, and SpaceX. In addition, Gate Card points will also support the redemption of gold-backed stablecoins (XAUT), effectively enriching users' options for point redemption.The redemption ratio for Gate Card points remains at 100 points = 1 USDT equivalent asset, and points are permanently valid, with other core rules unchanged. Users can still earn cashback points through eligible Gate Card spending, with the cashback ratio continuing to be calculated based on the user's T0--T5 / VIP level. This upgrade will not affect the existing point acquisition mechanism but will provide users with more asset choices at the redemption end, expanding the application scenarios for Gate Card points. By upgrading the points reward program, Gate Card will further connect payment consumption with asset accumulation, offering users richer rights options and a more flexible asset management experience.

After the overseas CEX Apps like Bybit and OKX were removed from the local Google Play in South Korea, the country is further tightening the process of transferring crypto assets to overseas platforms. According to the latest amendment to the Enforcement Decree of the Specific Financial Information Act, South Korean trading platforms will need to determine whether to allow transfers based on the risk level of the overseas platforms; when transferring to certain overseas trading platforms or personal wallets, users may be required to prove that the account belongs to them and explain the purpose of the transaction and the source of funds. If the information is insufficient, the transfer may be delayed or refused.Transactions reaching 10 million Korean won or more will also be included in the suspicious transaction monitoring system established by the exchanges, and the relevant regulations will be implemented six months after their announcement.

According to a report by Cryptonomist, GSR's market director Spencer Hallarn stated in an interview that the hype around tokenization has surpassed the actual usage on many platforms. The issue lies not in the market's demand for tokenized assets, but in the design of the platforms themselves. He pointed out that many walled garden-style tokenization platforms with strict KYC requirements generally lack meaningful trading volume, as cumbersome access and compliance processes limit activity.Hallarn believes that the real opportunity is not in tokenizing for the sake of tokenization, but in fixing the underlying pipelines of traditional banking and settlement systems, specifically the infrastructure for transferring funds and assets between institutions. This would make tokenization more of an infrastructure repair rather than merely a narrative of crypto products.He also mentioned that the stagnation in the crypto market this year is largely due to funds shifting towards AI infrastructure, with large tech companies raising substantial amounts of capital for AI infrastructure through equity financing, tightening the liquidity of various assets, and crypto is no exception. Its clients are also shifting from chasing short-term momentum to long-term budget planning, over-the-counter hedging, and RWA. If AI investment cools down and the Federal Reserve lowers interest rates, liquidity is expected to improve and support Bitcoin prices.

Bearingpoint's latest survey shows that 23% of Swiss adults use cryptocurrency at least occasionally, significantly higher than Austria's 18% and Germany's 11%. In addition, 37% of Swiss respondents believe that cryptocurrency is worth investing in, 45% think it could serve as an international trade or reserve currency in the future, and 44% are willing to use central bank digital currency (CBDC), with these figures all higher than those in Germany and Austria.The report points out that since the implementation of the DLT law in Switzerland in 2021, a mature crypto ecosystem has formed, with Crypto Valley housing 1,749 blockchain and DLT companies. Meanwhile, Germany plans to promote crypto asset services through traditional banking channels such as DZ Bank and Dekabank to narrow the gap in adoption with Switzerland.

According to the Q2 2026 report released by the Safe Ecosystem Foundation on Wednesday, Safe smart accounts processed nearly 130 million transactions in the second quarter, setting a quarterly historical record with a 5.7% quarter-over-quarter growth. The total number of accounts reached 63.4 million, a year-on-year increase of 20%, and the monthly active accounts in June rose to 2.73 million. The transaction volume in April alone reached 55.4 million, the highest in history. The quarterly transfer amount reached $39.3 billion, a year-on-year increase of 8%, and the self-custodied assets at the end of the quarter amounted to $27.24 billion (including $6.48 billion in stablecoins), with project revenue of $1.98 million, a year-on-year increase of 42%.Co-founder Lukas Schor stated that Safe is evolving from a mere asset holding tool to a broader range of use cases, with usage continuing to grow at a compound rate in a weak market. The Safenet Beta, launched on April 2, attracted 54.8 million SAFE staked (with 539 stakers) in its first quarter and has checked over 500,000 transactions, operated by six validators including Greenfield and Gnosis. Additionally, after the KelpDAO attack incident, Aave-led DeFi United coordinated approximately $300 million through Safe smart accounts to help restore rsETH support, with over 142,000 wallets participating. The SAFE token rose 4.2% in the past 24 hours.

On July 29, Tibo, the product lead for OpenAI Codex, announced on X that all usage limits for ChatGPT Work and Codex users have been reset, and released a statement regarding the issue of rapid consumption of GPT-5.6 Sol usage.In the previous weeks, a large number of users reported that the consumption speed of Codex limits exceeded expectations. OpenAI emphasized that it has not reduced the usage quotas of any subscription plans. After investigation, several reasons were found: Sol is more inclined to work for longer periods, execute more tool calls, and coordinate complex workflows than previous models; it consumes more tokens at the same reasoning level; programmatic tool calls (code mode) allow Sol to execute tool calls in parallel, resulting in more responses and higher usage per round; the distribution of impact is extremely uneven, with median user efficiency being acceptable, but heavy users handling complex tasks consuming far more than expected.OpenAI stated that multiple improvements have been completed, and it is expected that usage endurance will be extended by about 18% in typical usage scenarios. Tomorrow, the five-hour limit that was paused during the investigation will be restored. OpenAI acknowledged that "capabilities and efficiency do not always improve synchronously, and some issues only become apparent after large-scale real-world use; we should have realized this earlier."

According to a report by CCTV Finance, Tesla will start limiting employee spending on artificial intelligence tools from the 6th of this month. Similar measures have also been adopted by several other American tech companies.It is reported that Tesla has issued an internal memo to employees announcing that starting from July 6, the spending limit for each employee on AI tools will be $200 per week, and any excess must be approved by a supervisor. However, spending by Tesla employees on the Grok model from xAI, owned by Musk, will not count towards the $200 limit.It is understood that Grok has low acceptance among Tesla employees, with most still choosing to use Claude from Anthropic.

The OpenAI official status page shows that OpenAI is investigating multiple service outages, with the Codex 5.5 engine experiencing a high error rate, particularly affecting free users. All Codex users have also seen an increase in latency for gpt 5.5.In addition, the Realtime API's SIP/WebRTC process has experienced interruptions, which has been officially marked as "under investigation," and the related issues have persisted for several hours. The official website notes that the impact of the outage varies depending on subscription level and the models and features used.

Anthropic CEO Dario Amodei stated on Wednesday at the Code With Claude developer conference in San Francisco that the company's revenue in the first quarter saw an 80-fold increase alongside customer AI usage, which took the company by surprise. He mentioned that the company had originally planned for a 10-fold annual growth, but the actual growth rate far exceeded expectations, leading to a tight supply of computing power.Anthropic's annualized revenue increased from nearly $1 billion at the end of 2024 to $9 billion by the end of the year, and by early April this year, it had surged to $30 billion. The strong demand for Claude Code and work agents allowed it to nearly meet its annual forecast ahead of schedule last month. To alleviate the pressure on computing power, Anthropic signed contracts for a total of 10 gigawatts of computing power supply with Amazon and Google over the past month, and announced on Thursday that it will utilize all the computing power of xAI's first data center, Colossus 1, located in Memphis, within the next month. Amodei stated that the company will continue to acquire more computing power as much as possible.

Gate announced the launch of the GateRouter enterprise account feature, enhancing enterprise-level management capabilities based on the existing AI model gateway, providing an integrated AI usage and governance solution for team and institutional users. GateRouter supports quick access to over 30 mainstream models such as GPT, Claude, DeepSeek, and Gemini through a single API, and automatically matches models based on task complexity. By intelligently routing and automatically selecting cost-effective models, GateRouter can help enterprises significantly reduce costs and achieve more efficient scalable applications.The launch of the GateRouter enterprise account feature optimizes three aspects: cost, permissions, and data. It achieves unified billing through a shared quota pool and controls budgets with a three-tier quota mechanism based on organization, members, and API Key; it supports up to 4 levels of organizational structure and a multi-role permission system for refined management; it also provides multi-dimensional statistics such as per capita usage, model distribution, and API Key, making AI usage traceable and analyzable. The overall design connects model invocation with organizational management, providing foundational support for the scalable implementation of AI within enterprises.

According to Cointelegraph, Kalshi CEO Tarek Mansour stated that the company plans to launch a "parent portal" feature that allows parents to submit identification information to verify whether their children are using the platform under their identity.In addition, Kalshi will also introduce a selfie verification mechanism to further confirm user identity through facial recognition, strengthening age restrictions and compliance management to prevent minors from using related services.

AI company Anthropic announced that starting from April 4 at 15:00 Eastern Time, it will prohibit access to third-party tools through the Claude subscription service, including the open-source project OpenClaw. The new regulations require that related features can only be used through additional packages or billed on a pay-as-you-go basis via API.This adjustment means that many developers and teams relying on OpenClaw to build automated workflows will shift from a fixed subscription cost model to an unlimited pay-as-you-go system, significantly increasing overall usage costs. Some developers have indicated that the original usage cost of about $20/month could soar to hundreds or even thousands of dollars.The market generally believes that this move is related to OpenClaw founder Peter Steinberger's recent joining of OpenAI. Meanwhile, Anthropic is accelerating the promotion of its own tool ecosystem, including native integration solutions for Claude, to replace third-party toolchains.It is worth noting that Anthropic has previously tightened third-party access through technical restrictions, updates to service terms, and feature replacements. This policy is seen as a "final blockade" and will be extended to more tools.Industry analysis points out that this event reflects an intensifying trend of "ecosystem tightening" in AI platforms, with leading companies strengthening control through vertical integration. At the same time, the developer ecosystem faces rising cost uncertainties and platform dependency risks, which may further drive some users toward more open alternatives.

Thibault Sottiaux, the head of OpenAI Codex, announced that the usage limits for Codex across all plans have been reset to align with the newly launched plugin system and to encourage users to experience it.The first batch of integrated plugins includes commonly used developer tools such as Slack, Figma, Notion, and Gmail, allowing users to utilize Codex capabilities in more application scenarios.

The Secretary for Financial Services and the Treasury of Hong Kong, Xu Zhengyu, introduced the development of stablecoins and digital renminbi in Hong Kong, stating:The People's Bank of China and the Hong Kong Monetary Authority are working closely together to optimize the arrangements for digital renminbi. Currently, the number of mainland operating institutions responsible for operating digital wallets has increased from four to five, while the number of local Hong Kong banks participating in the "Faster Payment System" for digital wallets has increased from 17 to 18. The number and usage of digital wallets opened with Hong Kong mobile numbers have shown stable growth.According to the People's Bank of China, as of the end of January 2026, approximately 80,000 digital wallets have been registered. The Hong Kong Monetary Authority and local banks have been actively promoting the application of digital renminbi in Hong Kong. Currently, the number of local merchant retail points accepting digital renminbi has increased from about 300 to approximately 5,200, covering chain retail stores, hotels, travel agencies, restaurants, convenience stores, and supermarkets.The People's Bank of China and the Hong Kong Monetary Authority are exploring the arrangements and feasibility for upgrading digital wallets to increase their usage limits, expand application scenarios, and enhance user experience. As the policies and technical details involved still require in-depth discussion, specific plans and timelines are yet to be finalized.Stablecoins and central bank digital currencies (such as digital renminbi), as well as other new payment tools, including tokenized deposits and cross-border connections for rapid payment systems, have the potential to be applied in transaction settlements, local or cross-border payments, and other scenarios, provided they comply with relevant legal and regulatory requirements.These payment tools each have their own characteristics and varying degrees of maturity, and their future development prospects are largely determined by market forces. The government and financial regulatory agencies will continue to explore the potential and application scenarios of various new payment tools, better leveraging their synergies to address more pain points in the real economy.

According to a report by Jinshi Data, to help users safely use OpenClaw, the National Internet Emergency Center and the China Cybersecurity Association jointly released the OpenClaw Safe Use Practice Guidelines on March 22, aimed at ordinary users, enterprise users, cloud service providers, and technical developers, providing security protection recommendations. Among the suggestions for ordinary users are: using dedicated devices, virtual machines, or containers to install OpenClaw, ensuring environmental isolation, and not installing it on daily office computers; not running OpenClaw with administrator or superuser privileges; not storing or processing private data in the OpenClaw environment; and timely updating to the latest version of OpenClaw. Recommendations for cloud service providers include conducting security assessments and hardening of the basic security layer of cloud hosts; deploying and integrating security protection capabilities; and ensuring supply chain and data security protection.