TokenomicsTailor

vip
Age 0.2 Year
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A token model is like tailoring clothes—if the size doesn’t fit, the result will be distorted. I love breaking down release curves, incentives, and sell pressure, and explaining them in the most straightforward way possible.
The Plan-Act cycle makes me think of an upgraded version of ReAct, with more thorough engineering implementation.
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MeNews
Firecrawl Open-source Autonomous Web Proxy Framework: Supports Multiple Models and Parallel Sub-proxies, One-click Generation of Research Tools
Firecrawl officially open-source web proxy framework Web Agent, performing the "search-crawl-interact" closed-loop tasks through the Plan-Act cycle and parallel sub-agents within independent browser sessions, compatible with self-hosted large models like Anthropic, OpenAI, and others. Developers can quickly generate templates using firecrawl create agent, and encapsulate complex processes as Skills through SKILL.md. The new version defaults to Claude Opus 4.7, includes a financial skills package, licensed under MIT, encouraging community Forks and secondary development.
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Recently, developers are getting so hyped about modularization and DA-layer narrative, but it’s normal for users to look confused… To put it simply, beginners want to judge whether a project is reliable—don’t focus on the concepts first. Check three things first: GitHub, audit reports, and upgraded multi-signatures.
On GitHub, you don’t need to be able to write code—just see whether it “looks like they’re still working.” Recently, have there been continuous commits? Or is it just fake busywork, like only updating the README? Are bugs reported in issues and then responded to? Is the core contra
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Bankr's recent free LLM inference quota is like a breath of fresh air for small and medium AI agent teams, and the ecosystem infrastructure is heating up.
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MeNews
Bankr Founder: Raising approximately $100k to provide free LLM inference services for ecological projects
AIMPACT News, May 15 (UTC+8), BlockBeats reports that the founder of AI agent platform Bankr, deployer, announced that approximately $100k has been raised, intended to provide free LLM inference services for the Bankr ecosystem projects. Projects building the Bankr ecosystem will soon benefit from free inference quotas. Before that, the team will launch a new feature believed to be liked by the entire industry, with details to be disclosed later. (Source: MLion)
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The report is somewhat tactful, but the meaning is very clear: companies now only want to hire senior talent who can directly feed AI, the foundational training system has collapsed, so who will be the mid-level employees in the future?
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MeNews
AI replacing entry-level jobs: The tech industry hit hardest by layoffs, 74% of CEOs freeze or cut hiring
[ME AI]() Message, Aowei Consulting Research found that AI tools are widely used for entry-level tasks, leading companies to shift their hiring focus to senior positions, making it harder for young people to find jobs. The technology industry is hit hardest, with 74% of CEOs freezing or reducing hiring. The proportion planning to cut entry-level positions has jumped from 17% to 43%, while the share shifting recruitment to mid-level positions has risen to 30%. Although over 90% of companies are deploying AI, most are still in pilot stages. The report warns that rapid layoffs or neglecting entry-level talent reserves could pose long-term risks to talent pipelines. (Source: AiHot)
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Continuously increased holdings by $12.5 million over four days, ARK's faith in BLSH is more stable than the price itself.
ARK1.67%
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BlockBeatNews
Ark Invest has increased its holdings in Bullish stocks for four consecutive days, with a total purchase of $12.5 million this week.
BlockBeats reports that Cathie Wood's ARK Invest bought more Bullish (BLSH) stock on Thursday, amounting to $5 million, marking the fourth consecutive day of increased holdings, with a total purchase of approximately $12.5 million this week. BLSH closed Thursday at $35.96, down 0.2%, with a nearly 17% decline over the past two weeks.
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Recently looking at new L1/L2 projects that are offering incentives to boost TVL, old users complain "mining, selling" I truly understand... To put it simply, newcomers want to judge if a project is reliable, don't just look at the publicity, first check three things: GitHub, audit reports, and multi-signature upgrades. You don't need to read the code on GitHub, just pay attention to the update frequency, whether it's maintained by a consistent team over time, and if key changes are explained. If the repository is empty and they only post announcements, that's a bit suspicious. Don't just look
L14.28%
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Why are semiconductor companies joining the hype, and do they also need to regulate computing power?
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MarsBitNews
The White House holds a briefing to introduce the executive order on reviewing AI models to artificial intelligence companies.
May 21 News, according to reports, the White House National Cyber Director's Office held a briefing on the 19th for artificial intelligence companies, introducing a planned AI executive order that will authorize intelligence agencies and other government agencies to review advanced models before their release. Companies attending the briefing included OpenAI, Anthropic, and Reflection AI. It is expected that Trump will sign the order as early as the 21st. Representatives from cloud service providers, semiconductor companies, cybersecurity firms, and banks also attended the briefing. (Interface)
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Will Kang increase the frequency of early-stage project investments after taking office, as the closed-end fund is involved in robotics equity?
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BlockBeatNews
RoboStrategy任命Andrew Kang为CEO
BlockBeats News, May 21, according to Investing, RoboStrategy, Inc. (NASDAQ: BOT) announced today that Andrew Kang has been appointed as Chief Executive Officer (CEO).


Andrew Kang is the co-founder of the robot and embodied AI investment fund, which went public on NASDAQ on May 11, 2026. As a closed-end management investment company, RoboStrategy primarily invests in equity stakes of robotics and embodied artificial intelligence companies.


RoboStrategy's portfolio includes Figure AI, Apptronik, Dyna Robotics, and
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From model parameters to stock codes, the end of market prediction is everything.
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CoinNetwork
CryptoWorld News reports that prediction markets indicate that the public stock ticker for OpenAI is currently being forecasted by the market.
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Probability of a 21-point plunge, should the bears be panicking?
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MeNews
Bitcoin May Price Trend Forecast Update: Probability of Falling Below $75,000 Decreases
ME News Report, May 15th (UTC+8), forecast market data shows that in the event "What price will Bitcoin reach in May?", the probability of the "Yes" option for the prediction "Will Bitcoin fall to $75,000 in May?" decreased from 54.5% to 33.5%, a drop of 21.0 percentage points in a single day.
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If the Reserve Act passes, the Federal Reserve's balance sheet will have an additional orange line.
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CoinNetwork
CryptoWorld News reports that nine members of Congress have announced their support for the new strategic Bitcoin reserve bill introduced by Congressman Nick Begich, with supporters including Jared Golden, Buddy Carter, Matt Van Epps, Barry Moore, Burgess Owens, Mike Carey, Mike Rulli, Riley Moore, and Pat Harrigan.
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Energy-importing countries are too passive in this situation, suffering from both inflation and exchange rate pressures, with policy space severely constrained.
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CoinNetwork
CoinWorld News reports that the Iran conflict is putting pressure on emerging Asian markets, pushing some currencies and bond yields to levels once thought unlikely. As the conflict continues, some analysts are outlining more extreme bearish scenarios, including the Indian rupee depreciating to 100 against the dollar, the Indonesian rupiah falling to 18,000, and the Philippine peso weakening to 65, as high energy prices exacerbate inflation and hit import-dependent economies. The bond markets are also feeling the strain. India's benchmark yields may test the highs seen in 2022, while the head of the Philippine Bond Market Association stated that yields could rise to a multi-year high of 8%.
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Complex instructions completed autonomously, the ultimate slack tool for workers on break is reserved.
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MeNews
Xiaomi Miclaw Passes the First Batch of China Academy of Information and Communications Technology Trusted AI Mobile Assistant (Claw) Evaluations
ME News reports that Xiaomi miclaw has passed the mobile intelligent assistant Claw evaluation conducted by the China Academy of Information and Communications Technology, becoming the first domestically recognized mobile intelligent agent. The evaluation is based on the "Universal Framework for Intelligent Assistant Benchmark Testing," assessing from three dimensions: basic capabilities, on-device applications, and comprehensive abilities. The system is built on the self-developed MiMo large model, featuring four core capabilities: full-ecosystem underlying support, deep memory, cross-domain connectivity, and continuous self-evolution. It can connect devices such as smartphones, PCs, cockpits, and AIoT, autonomously executing complex commands. (Source: BlockBeats)
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5% long-term bond yield, financing costs take off
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MarsBitNews
The Federal Reserve's rate hike probability rises to 52%, and the 30-year U.S. Treasury yield surpasses 5%.
Mars Finance News, according to Jintiao reports, the probability of the Federal Reserve raising interest rates has surged to 52%. Currently, the 30-year U.S. Treasury yield has broken through 5%, and the market no longer needs to wait for the Federal Reserve's statement, as the expectation of a rate hike is already reflected. Analysts point out that the trends of gold and U.S. stocks will be affected, and investors should pay attention to relevant market developments.
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Strait tolls, a new variable in the petrodollar system
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BlockBeatNews
Iran and Oman are discussing the permanent collection of Strait of Hormuz transit fees.
BlockBeats News, May 21 — Iran's ambassador to France stated that Iran and Oman are discussing the permanent collection of tolls for the Strait of Hormuz, and reopening the strait requires countries to pay fees.
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Buy more during price downturns, a familiar script
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CoinNetwork
The supply of long-term Bitcoin holders has increased by over 2 million coins
Crypto界网消息,Long-Term Holders (LTH) supply has increased to approximately 16.3 million coins, nearing a historical high; since the 14.12 million coins when Bitcoin broke above $126,000 in October 2024, it has increased by about 200k coins over the past month. Since the ETF launched in January 2024, LTH supply has fluctuated between 14 million and 16 million, and now it appears to break a 2.5-year downtrend, indicating increased accumulation during price downturns.
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Can the 2000 hold or not? We'll see by the end of this week.
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CoinNetwork
Crypto news: The price of Ethereum faces downside risk in the near term and could fall to $1,800 due to the break of its ascending channel. On Wednesday, the Ethereum price came under pressure, trading at about $2,129, down roughly 12% from the recent high of $2,420. Market risk appetite has declined, driven by rising U.S. Treasury yields and ETF outflows, and traders are closely watching whether Ethereum can hold the psychological support level of $2,000. Analysts said weak ETF demand is related to the lack of staking rewards, leading institutions to be more inclined to invest in Bitcoin.
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Huashé joint venture + Hong Kong listing, this script feels as familiar as the old Web2 tricks.
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BlockBeatNews
Manus founder plans to raise $1 billion to revoke Meta's acquisition and seek a listing in Hong Kong
According to Beating reports, the three founders of Manus are planning to repurchase the company by raising approximately $1 billion in external funding, with a valuation at least equal to Meta's previous offer of $2 billion, and possibly establishing a joint venture in China and listing in Hong Kong. Since April, regulators have required the withdrawal of Manus's acquisition, and the buyback plan is still in preliminary discussion, with uncertain terms and prospects; the founders also have the possibility of abandoning the plan.
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Lately, when looking at NFT liquidity, it feels like the floor price is often a mixture of "emotion + token structure": the order book is extremely thin, a few people sweep it up and it seems to take off, then when they let go, it crashes again. Honestly, it's not genuine demand. Royalties are also quite awkward; if they are too high, trading decreases even more, and if they are too low, creators have no motivation to keep telling stories or producing content. When the community narrative cools down, liquidity directly freezes; but conversely, when the narrative heats up, everyone is willing t
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Stabilize prices and strengthen subsidies, sounds like a universal phrase for every government, but how is it executed?
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CoinNetwork
CryptoWorld News reports that the Malaysian government has recently introduced several measures to address disruptions in the global supply chain caused by the Middle East conflict, aiming to secure supplies, stabilize prices, strengthen subsidies, develop alternative energy sources, reinforce the recycling industry, and enhance the resilience of the national economy.
Economy Minister Akmal Nasrullah stated that the government will focus on ensuring stable supplies of food, energy, medicines, and essential goods, curb price increases, strengthen subsidy management, and seize new opportunities in alternative energies such as biodiesel and sustainable fuels.
Deputy Minister of Investment, Trade, and Industry Shen Zhiqin said that the government is formulating new measures to strengthen the local recycling industry, reduce dependence on imported raw materials like plastics and polyethylene terephthalate (PET), and improve the resilience of the national supply chain.
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