WillWestbrook

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Based on the current situation, once major model companies realize the marginal effects of their models, pouring in more resources will no longer break through the performance ceiling. The next step will be to focus on cleaning up various shell games and simple application products.
The entire industry will shift from "vertical breakthroughs" to "horizontal expansion," especially for Chinese internet companies like ByteDance, where competition is so fierce that they can eliminate a new player in just one day. Typeless is just a microcosm of this trend.
All AI startup teams must be aware of
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My friend reminded me to check the data from last night.
It’s really shocking—while OI was rising, CVD was falling, indicating that last night’s decline was caused by the bears continuously adding positions, leaving the bulls with no way to fight back.
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I previously had a view:
In the crypto world, if the founding team’s founders do not participate in crypto asset trading, the team is doomed to fail.
Now I have a new view:
If your company doesn’t even reimburse the subscription fee for large model quotas, you will eventually be eliminated.
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After the U.S. military airstrikes, gold surprisingly experienced a violent rebound, seemingly the final blow. The war is coming to an end, or perhaps the Strait of Hormuz is now secure.
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Announcing a major event!
🎉 Our team has open-sourced OpenCow — an AI First task-driven agent.
🔹 One task, one agent; multiple agents working simultaneously.
🔹 Built-in AI browser, AI helps you manage operations.
🔹 Double-click to install, start using immediately.
🔹 Integrated Claude Code & Codex.
Quickly deploy OpenCow across all teams: R&D, marketing, operations, finance, HR… experience the AI First way of working.
GitHub: (https://github.com/your-repo)
Official website:
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It has been proven:
Long-term logical upward trends are often the best fuel for short-term declines.
For institutions like MicroStrategy, retail investors should be grateful, but never imitate.
When an ordinary retail investor tells you to hold long-term and think long-term, he is very likely to have bought gold at 5,500 or Bitcoin at 100,000.
BTC1,46%
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Since Trump released the peace talk message, various asset movements:
Bitcoin and gold both surged briefly before falling into consolidation, showing relatively weak performance.
Crude oil continues to maintain strength.
It's likely because both sides are pulling and tugging. Now Iran is starting to play the Strait of Mandeb card. Many people don't realize that the Strait of Mandeb is also a strategic chokepoint—it's the absolute gateway connecting the Red Sea to the Indian Ocean, controlling the southern entrance of the Suez Canal, and handles 10%-12% of global maritime trade and massive volu
BTC1,46%
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Jay Chou Dominated the Chinese Music Scene for 20 Years
Finally, at an age approaching fifty
His career was destroyed by one album
Not releasing an album? Criticized for lack of professionalism.
Released an album? Criticized for lacking culture and running out of talent.
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China's real estate hasn't collapsed yet, but the US real estate market collapsed first
Now the number of homes for sale exceeds the number of buyers by 630,000
The quantity gap is the largest in history, bar none🤯
Data source: @BitMartExchange
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Popmart announced its full-year financial report, with stellar performance but a 20% plunge in stock price.
Looking back now, the intense PR campaigns from June to August last year, the founder legends, and the business narrative packaging were essentially aimed at creating peak liquidity—when retail investors' attention becomes saturated, it becomes the most comfortable exit window for institutions, with the stock price completing its final surge to the top.
What is truly worth observing is not the stock price itself, but the frequency with which this "consumer goods + capital narrative" mode
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Zhang Xuefeng collapsed just before dawn.
His business model was heavily dependent on his personal IP, so he needed to constantly appear on live streams while also managing the company.
But truthfully, it wouldn't take long before AI could completely replace him in on-camera live streaming. Unfortunately, he couldn't hold on.
Hard work alone is useless. Living a few more years and being able to see a more distant future is what offers the best value.
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I only just found out that the official translation of "Computer" is "电脑" (personal computer), just like for children who have memories of after 2026, the translation of "Token" is "词元" (token/vocabulary unit).
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I don't know if everyone still remembers this article
I read this article in 2022 and switched careers to enter crypto and find a job
Now it's been almost 4 years, exactly one cycle
Current state of the crypto space:
Funds and talent are being siphoned away comprehensively by AI
Crypto-native narratives are withering
Looking at the AI industry in this situation, it's strikingly similar to the crypto space back then
Every day you wake up to see all kinds of fresh new concepts
Every day you're learning and using various tools
All kinds of NFT, DeFi, public chain products pouring out like mushroo
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The S&P 500 Index only needs to decline another 11% to erase all gains since Trump took office.
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Polymarket is a naked retail investor harvesting machine
This is a monetization channel for insiders
A showcase playground for experts to flaunt their skills
Unlimited funds are extracted from this market every day
It's a completely negative-sum game
Retail investors stepping into this market have negative EV from the start
Bottom line: don't play, it's harder than exchanges and on-chain trading
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Gold daily level has entered the oversold zone ⚠️
The last time it fell into oversold territory was September 28, 2023, after which gold continued to decline 3% before initiating a new round of gains with a cumulative increase of 210%.
Worth noting is that September 2023 was also when the Federal Reserve released hawkish signals, causing dollar strength—which is almost identical to current rate hike expectations. How will it move this time?
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Currently, OPC is still in the conceptual stage, with the most mature example being X self-media.
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Among all the assets that crashed today:
Gold and silver crashed, Japanese stock market crashed, Korean stock market crashed, and then there's the A-shares and Hong Kong stocks opening later, and US stocks opening tonight.
Among these, gold is the most worth buying the dip on.
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Friendly reminder: Today is Sunday, the last day for fuel price adjustment.
Tomorrow you'll need to spend an extra 100 bucks to fill up a tank of gas.
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