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researchbeforeinvesting

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八方阁 - 一粒沙
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I compiled some industry benchmarking stock information related to AI for your reference. DYOR #AI #ResearchBeforeInvesting #research #股票 “The alliance model where compute is capital” (OpenAI / Anthropic) Logic: Although the AI-model unicorns in the map (such as Anthropic and OpenAI) are ostensibly independent, they are backed by Microsoft (MSFT) and Amazon (AMZN). These tech giants bind the unicorns’ valuations to their cloud ecosystems by injecting capital into the unicorns (often by providing compute capacity quotas on Azure/AWS). When investing in these large models, the most reliable secondary-market route is still to buy Microsoft and Amazon. The “ARR (annual recurring revenue) threshold” for the application layer Logic: For companies such as Midjourney and Duolingo (DUOL), as well as Adobe (ADBE) listed on the US stock market, the capital market’s scrutiny is extremely strict—“does anyone keep paying for AI features on an ongoing basis?” Midjourney achieved hundreds of millions in revenue via pure consumer subscriptions without taking a single dollar of VC money; it is a miracle of a free-cash-flow valuation. Adobe, meanwhile, relies on its strong B2B monopoly position to forcibly raise the average revenue per user. Mainland China/HK “overseas mapping” and “application localization” division of labor Hardware maps to A-shares: As long as orders from US-listed Nvidia (NVDA) and Super Micro Computer (SMCI) do not decline, mainland China’s Jizhi Xuchuang, Xin Yisheng, and Foxconn Industrial Internet are the AI performance stocks with the highest certainty across the entire market. Software looks to HK/A-shares for deployment: Due to geopolitical and language barriers, overseas models can’t enter the domestic market directly. Therefore, Meitu (HK-listed, multimodal tools), Futu? Tonghuashun (A-share financial AI), and Kingsoft Office (WPS AI) have a natural ecosystem moat in the local market. They are likely to replicate the commercialization paths of overseas Adobe and Palantir.
I compiled some industry benchmarking stock information related to AI for your reference. DYOR
#AI #ResearchBeforeInvesting #research #股票
“The alliance model where compute is capital” (OpenAI / Anthropic)
Logic: Although the AI-model unicorns in the map (such as Anthropic and OpenAI) are ostensibly independent, they are backed by Microsoft (MSFT) and Amazon (AMZN). These tech giants bind the unicorns’ valuations to their cloud ecosystems by injecting capital into the unicorns (often by providing compute capacity quotas on Azure/AWS). When investing in these large models, the most reliable secondary-market route is still to buy Microsoft and Amazon.
The “ARR (annual recurring revenue) threshold” for the application layer
Logic: For companies such as Midjourney and Duolingo (DUOL), as well as Adobe (ADBE) listed on the US stock market, the capital market’s scrutiny is extremely strict—“does anyone keep paying for AI features on an ongoing basis?” Midjourney achieved hundreds of millions in revenue via pure consumer subscriptions without taking a single dollar of VC money; it is a miracle of a free-cash-flow valuation. Adobe, meanwhile, relies on its strong B2B monopoly position to forcibly raise the average revenue per user.
Mainland China/HK “overseas mapping” and “application localization” division of labor
Hardware maps to A-shares: As long as orders from US-listed Nvidia (NVDA) and Super Micro Computer (SMCI) do not decline, mainland China’s Jizhi Xuchuang, Xin Yisheng, and Foxconn Industrial Internet are the AI performance stocks with the highest certainty across the entire market.
Software looks to HK/A-shares for deployment: Due to geopolitical and language barriers, overseas models can’t enter the domestic market directly. Therefore, Meitu (HK-listed, multimodal tools), Futu? Tonghuashun (A-share financial AI), and Kingsoft Office (WPS AI) have a natural ecosystem moat in the local market. They are likely to replicate the commercialization paths of overseas Adobe and Palantir.
NVDAonAlpha
AMZNUS-1.54%
NVDAUS+2.56%
I know that everyone is especially fond of financial products in the AI industry right now. Half a year ago, I personally compiled a simple brief and want to share my industry mapping materials. If you like it, feel free to save it for yourself to take a look—#AI #ResearchBeforeInvesting #invest #ResearchFirst . I hope it will be helpful to everyone. I don’t know how well it will perform once published. If the details are not clear, leave me a comment and I’ll send you the web disk address for everyone.
I know that everyone is especially fond of financial products in the AI industry right now. Half a year ago, I personally compiled a simple brief and want to share my industry mapping materials. If you like it, feel free to save it for yourself to take a look—#AI #ResearchBeforeInvesting #invest #ResearchFirst . I hope it will be helpful to everyone. I don’t know how well it will perform once published. If the details are not clear, leave me a comment and I’ll send you the web disk address for everyone.
$LAB is going #long guys. Lab was 4.9 now it is going to 15.2 it is a nice chance to make a good profit The future is built in the lab. Every breakthrough starts with curiosity, testing, and the courage to keep experimenting. From life-saving medicines to AI and clean energy, laboratories are where ideas become reality. Innovation isn't magic—it's science, persistence, and countless experiments. The lab is where tomorrow begins. Do you agree ? Comment below and don't forget to follow #ScienceNews #InnovationAhead #TechnologySecurity #ResearchBeforeInvesting
$LAB is going #long guys.

Lab was 4.9 now it is going to 15.2
it is a nice chance to make a good profit

The future is built in the lab.
Every breakthrough starts with curiosity, testing, and the courage to keep experimenting. From life-saving medicines to AI and clean energy, laboratories are where ideas become reality.
Innovation isn't magic—it's science, persistence, and countless experiments.
The lab is where tomorrow begins.

Do you agree ?
Comment below and don't forget to follow

#ScienceNews #InnovationAhead #TechnologySecurity #ResearchBeforeInvesting
$ALICE ♡ Trading Plan: Buy $ALICE (max 20x) Entry: 0.150 – 0.155 SL: 0.145 TP1: 0.160 TP2: 0.164 TP3: 0.170 Analysis: Price has dropped sharply and is now entering a strong support zone around 0.155–0.150. This area can act as a demand zone where buyers may step in. The downside momentum is slowing, and a relief bounce is likely from this level. Smart traders accumulate near support before the reversal gains momentum. #ALICE #FOMO #ResearchBeforeInvesting
$ALICE ♡ Trading Plan:

Buy $ALICE (max 20x)

Entry: 0.150 – 0.155
SL: 0.145

TP1: 0.160
TP2: 0.164
TP3: 0.170

Analysis:
Price has dropped sharply and is now entering a strong support zone around 0.155–0.150. This area can act as a demand zone where buyers may step in.

The downside momentum is slowing, and a relief bounce is likely from this level. Smart traders accumulate near support before the reversal gains momentum.
#ALICE #FOMO #ResearchBeforeInvesting
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Bearish
Crypto presale activity across major launchpads fell sharply during early 2026, based on fundraising data from PinkSale and GemPad. PinkSale recorded 685 token sales between January and April 2025. During the same period in 2026, the number dropped to 140, representing a 79.6% decline. The platform states it has hosted 32,500 token sales and raised a combined $1.7 billion. GemPad experienced an even steeper contraction. The platform dropped from 111 token sales in early 2025 to only 18 in early 2026, an 84% decline. GemPad also suffered a cyberattack in December 2024. According to a report from Dsecurity, attackers exploited a smart contract reentrancy vulnerability and stole more than $1.9 million from liquidity pools linked to the platform’s liquidity-locking services. The slowdown follows the cooldown in meme coin speculation after the strong retail trading cycle of 2024 and early 2025. During the peak period, projects such as Pepe Unchained, Solaxy, and BlockDAG Network raised tens or hundreds of millions of dollars. At the same time, many newly launched presale tokens performed poorly after launch, with sharp price declines leaving many investors trapped in losing positions. Many of these projects have rug-pulled investors or have been abandoned. #GEMPAD #PinkSale #memecoins #CryptoPresale #ResearchBeforeInvesting
Crypto presale activity across major launchpads fell sharply during early 2026, based on fundraising data from PinkSale and GemPad.
PinkSale recorded 685 token sales between January and April 2025. During the same period in 2026, the number dropped to 140, representing a 79.6% decline. The platform states it has hosted 32,500 token sales and raised a combined $1.7 billion.
GemPad experienced an even steeper contraction. The platform dropped from 111 token sales in early 2025 to only 18 in early 2026, an 84% decline.
GemPad also suffered a cyberattack in December 2024. According to a report from Dsecurity, attackers exploited a smart contract reentrancy vulnerability and stole more than $1.9 million from liquidity pools linked to the platform’s liquidity-locking services.
The slowdown follows the cooldown in meme coin speculation after the strong retail trading cycle of 2024 and early 2025.
During the peak period, projects such as Pepe Unchained, Solaxy, and BlockDAG Network raised tens or hundreds of millions of dollars.
At the same time, many newly launched presale tokens performed poorly after launch, with sharp price declines leaving many investors trapped in losing positions. Many of these projects have rug-pulled investors or have been abandoned.

#GEMPAD #PinkSale #memecoins #CryptoPresale #ResearchBeforeInvesting
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