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The Past and Present of Altcoin Season: From Cyclical Carnival to Structural ReshapingI believe that every new crop of retail investors in each cycle will definitely hear the old investors describe the former glory of altcoin seasons. What kind of golden dog randomly appears Buy today, tomorrow 1000 times One day in the crypto world equals ten years in the human world The result is that I actually downloaded the app but found Why do the coins I bought keep declining infinitely? Randomly pin the contract So today's article mainly discusses why altcoin seasons occur and where the future opportunities lie. Previous lives: The cyclical logic of two classic altcoin seasons (2017 & 2021) The ICO frenzy of 2017: Capital overflow and retail FOMO The altcoin season of 2017 was a product of the Bitcoin halving cycle (July 2016) combined with the ICO financing model. Typical characteristics are as follows:

The Past and Present of Altcoin Season: From Cyclical Carnival to Structural Reshaping

I believe that every new crop of retail investors in each cycle will definitely hear the old investors describe the former glory of altcoin seasons.
What kind of golden dog randomly appears
Buy today, tomorrow 1000 times
One day in the crypto world equals ten years in the human world
The result is that I actually downloaded the app but found
Why do the coins I bought keep declining infinitely?
Randomly pin the contract
So today's article mainly discusses why altcoin seasons occur and where the future opportunities lie.

Previous lives: The cyclical logic of two classic altcoin seasons (2017 & 2021)
The ICO frenzy of 2017: Capital overflow and retail FOMO
The altcoin season of 2017 was a product of the Bitcoin halving cycle (July 2016) combined with the ICO financing model. Typical characteristics are as follows:
Article
WLFI Bullish SummaryWLFI (World Liberty Financial) main bullish points summarized As of 2026/04/23 ——ʕ·͡ˑ·ཻʔ♥︎ —— WLFI is a DeFi governance token backed by the Trump family. Current price is around 0.077–0.08 USD, circulating supply is about 31.7 billion coins, total supply is 100 billion coins, and market cap is roughly 2.4–2.5 billion USD. Has been listed on major platforms like Binance, Robinhood, Kraken, etc. The overall structure can be viewed in three layers: Supply side contraction, product side expansion, and capital influx. Let’s break this down by importance and timeline. ——ʕ·͡ˑ·ཻʔ♥︎ —— 1 | Governance proposal: Pricing power on the supply side

WLFI Bullish Summary

WLFI (World Liberty Financial) main bullish points summarized
As of 2026/04/23

——ʕ·͡ˑ·ཻʔ♥︎ ——

WLFI is a DeFi governance token backed by the Trump family.
Current price is around 0.077–0.08 USD, circulating supply is about 31.7 billion coins, total supply is 100 billion coins, and market cap is roughly 2.4–2.5 billion USD.
Has been listed on major platforms like Binance, Robinhood, Kraken, etc.

The overall structure can be viewed in three layers:
Supply side contraction, product side expansion, and capital influx.

Let’s break this down by importance and timeline.

——ʕ·͡ˑ·ཻʔ♥︎ ——

1 | Governance proposal: Pricing power on the supply side
2026 Airdrop Race Overview
2026 Airdrop Race Overview
Overview of Hong Kong IPO Information
Overview of Hong Kong IPO Information
Additionally, share a small activity As long as you register for Stablestock using the invitation code DDD666 (no deposit is required) Forward and post the successful registration page in the comment section You will be able to draw 15U *5 The event lasts for three days Settlement on 4/25 at 10:30 PM After it ends, payment will be made directly via Binance, along with a screenshot
Additionally, share a small activity

As long as you register for Stablestock using the invitation code DDD666 (no deposit is required)

Forward and post the successful registration page in the comment section

You will be able to draw 15U *5

The event lasts for three days

Settlement on 4/25 at 10:30 PM

After it ends, payment will be made directly via Binance, along with a screenshot
DD-滴滴
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This KYC-free Hong Kong and US stock investment platform directly invested by Binance

Continues to be undervalued

Stablestock:

Enter DDD666 when registering to upgrade to VIP directly

On August 20 last year, according to official news, the on-chain stock trading platform StableStock announced the completion of its seed round financing, with participation from YZi Labs, MPCi, and Vertex Ventures.

At Stablestock, you can even directly buy the currently skyrocketing Hong Kong 🇭🇰 stocks

The most important thing is

The direct investment institution is YZI

Strong guarantee endorsed by Binance (all verifiable, welcome to check on Rootdata and other places

Absolute Alpha

$BNB
This KYC-free Hong Kong and US stock investment platform directly invested by Binance Continues to be undervalued Stablestock: Enter DDD666 when registering to upgrade to VIP directly On August 20 last year, according to official news, the on-chain stock trading platform StableStock announced the completion of its seed round financing, with participation from YZi Labs, MPCi, and Vertex Ventures. At Stablestock, you can even directly buy the currently skyrocketing Hong Kong 🇭🇰 stocks The most important thing is The direct investment institution is YZI Strong guarantee endorsed by Binance (all verifiable, welcome to check on Rootdata and other places Absolute Alpha $BNB
This KYC-free Hong Kong and US stock investment platform directly invested by Binance

Continues to be undervalued

Stablestock:

Enter DDD666 when registering to upgrade to VIP directly

On August 20 last year, according to official news, the on-chain stock trading platform StableStock announced the completion of its seed round financing, with participation from YZi Labs, MPCi, and Vertex Ventures.

At Stablestock, you can even directly buy the currently skyrocketing Hong Kong 🇭🇰 stocks

The most important thing is

The direct investment institution is YZI

Strong guarantee endorsed by Binance (all verifiable, welcome to check on Rootdata and other places

Absolute Alpha

$BNB
WLFI Proposal #53266|Focus World Liberty Financial Reconstruct 62.28 billion locked tokens 🦅 .;:。ˍ+.,:☆:﹉ Core Issue: Governance Suspended 77% of locked tokens do not vote → Inefficient decision-making 🦅 .;:。ˍ+.,:☆:﹉ Two Categories of Handling Team (72%) • Burn 10% first • 2-year cliff • Unlock in years 3–5 Early (28%) • Do not burn • 2-year cliff • Unlock in years 3–4 (Opt-in within 10 days) 🦅 .;:。ˍ+.,:☆:﹉ Impact ① Supply is predictable (Release in 4–5 years) ② True deflation (Team self-cutting) ③ Interest alignment (Team stricter) 🦅 .;:。ˍ+.,:☆:﹉ In One Sentence Turn uncertainty into priceable ⸻ Friday 20:00 Space will discuss
WLFI Proposal #53266|Focus

World Liberty Financial
Reconstruct 62.28 billion locked tokens

🦅 .;:。ˍ+.,:☆:﹉

Core Issue: Governance Suspended
77% of locked tokens do not vote → Inefficient decision-making

🦅 .;:。ˍ+.,:☆:﹉

Two Categories of Handling

Team (72%)
• Burn 10% first
• 2-year cliff
• Unlock in years 3–5

Early (28%)
• Do not burn
• 2-year cliff
• Unlock in years 3–4

(Opt-in within 10 days)

🦅 .;:。ˍ+.,:☆:﹉

Impact

① Supply is predictable (Release in 4–5 years)
② True deflation (Team self-cutting)
③ Interest alignment (Team stricter)

🦅 .;:。ˍ+.,:☆:﹉

In One Sentence
Turn uncertainty into priceable



Friday 20:00 Space will discuss
DD-滴滴
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WLFI Governance Proposal #53266 Analysis: Reconstruction of 62.28 Billion Locked Tokens and Market Impact
On April 15, 2026, the World Liberty Financial (WLFI) governance forum released a new proposal for unlocking tokens for early supporters and the team. This proposal aims to address approximately 62.28 billion tokens that are in indefinite lock-up status by introducing a clear vesting schedule and a voluntary team burn mechanism, reshaping the original tokenomics. This is not merely an unlocking event, but a resolution to the governance issues left over from the project's history.

🦅 .;:。ˍ+.,:☆:﹉.;:。ˍ+.,:☆:﹉.;:。ˍ+.,:☆:﹉*

Understanding this proposal requires clarifying several core tokenomics mechanisms.
Article
WLFI Governance Proposal #53266 Analysis: Reconstruction of 62.28 Billion Locked Tokens and Market ImpactOn April 15, 2026, the World Liberty Financial (WLFI) governance forum released a new proposal for unlocking tokens for early supporters and the team. This proposal aims to address approximately 62.28 billion tokens that are in indefinite lock-up status by introducing a clear vesting schedule and a voluntary team burn mechanism, reshaping the original tokenomics. This is not merely an unlocking event, but a resolution to the governance issues left over from the project's history. 🦅 .;:。ˍ+.,:☆:﹉.;:。ˍ+.,:☆:﹉.;:。ˍ+.,:☆:﹉* Understanding this proposal requires clarifying several core tokenomics mechanisms.

WLFI Governance Proposal #53266 Analysis: Reconstruction of 62.28 Billion Locked Tokens and Market Impact

On April 15, 2026, the World Liberty Financial (WLFI) governance forum released a new proposal for unlocking tokens for early supporters and the team. This proposal aims to address approximately 62.28 billion tokens that are in indefinite lock-up status by introducing a clear vesting schedule and a voluntary team burn mechanism, reshaping the original tokenomics. This is not merely an unlocking event, but a resolution to the governance issues left over from the project's history.

🦅 .;:。ˍ+.,:☆:﹉.;:。ˍ+.,:☆:﹉.;:。ˍ+.,:☆:﹉*

Understanding this proposal requires clarifying several core tokenomics mechanisms.
April 9, 2026 | Crypto Daily Market Continues to Rise: Expectations of a ceasefire between the U.S. and Iran, along with falling oil prices, continue to drive the market. BTC briefly touched $72,000 (+2%), ETH around $2,180 (+3%), and SOL around $82-83 (+2%). Institutional Funds Flowing In: Morgan Stanley's Bitcoin ETF (which allows investors to invest in Bitcoin like ordinary stocks) attracted $34 million on its first day of trading; MicroStrategy's CEO publicly stated that Bitcoin has hit the bottom. Traditional Finance Accelerates Layout: Asset management giant Charles Schwab confirmed it will open BTC and ETH spot trading and exclusive accounts in the first half of this year. Solana Launches Security Program: In response to previous hacking incidents, Solana has officially launched the STRIDE and SIRN protection frameworks, providing 24-hour monitoring and auditing for DeFi (Decentralized Finance) protocols with a Total Value Locked (TVL) of over $10 million. RWA Continues to Grow: RWA (Real World Asset Tokenization, such as putting physical U.S. Treasury bonds on the blockchain for trading) market capitalization has reached $27.65 billion, with U.S. Treasuries still being the main investment area for institutional funds.
April 9, 2026 | Crypto Daily

Market Continues to Rise: Expectations of a ceasefire between the U.S. and Iran, along with falling oil prices, continue to drive the market. BTC briefly touched $72,000 (+2%), ETH around $2,180 (+3%), and SOL around $82-83 (+2%).

Institutional Funds Flowing In: Morgan Stanley's Bitcoin ETF (which allows investors to invest in Bitcoin like ordinary stocks) attracted $34 million on its first day of trading; MicroStrategy's CEO publicly stated that Bitcoin has hit the bottom.

Traditional Finance Accelerates Layout: Asset management giant Charles Schwab confirmed it will open BTC and ETH spot trading and exclusive accounts in the first half of this year.

Solana Launches Security Program: In response to previous hacking incidents, Solana has officially launched the STRIDE and SIRN protection frameworks, providing 24-hour monitoring and auditing for DeFi (Decentralized Finance) protocols with a Total Value Locked (TVL) of over $10 million.

RWA Continues to Grow: RWA (Real World Asset Tokenization, such as putting physical U.S. Treasury bonds on the blockchain for trading) market capitalization has reached $27.65 billion, with U.S. Treasuries still being the main investment area for institutional funds.
April 8, 2026 | Crypto Daily Market Surge: Driven by the hope for a US-Iran ceasefire and a decline in oil prices, BTC stands at $71,000 (+4%), ETH around $2,230 (+5.5%), and SOL approximately $84 (+5~6%). Solana Strengthens Defense: In response to the Drift hacking incident, Solana launched the STRIDE and SIRN security programs, providing 24-hour monitoring and crisis response for DeFi (Decentralized Finance) protocols with a TVL (Total Value Locked) exceeding $10 million. Traditional Finance Enters: Asset management giant Charles Schwab confirmed it will open BTC and ETH spot trading and exclusive accounts in the first half of this year. RWA Steady Growth: The RWA (Real World Asset Tokenization) market reaches a total value of $27.65 billion, with tokenization of US Treasuries still being the main force of institutional funds. Quantum Security Upgrade: The Circle Arc L1 blockchain successfully advances the deployment of the mainnet "post-quantum signatures," actively defending against future threats posed by quantum computing breaking encryption.
April 8, 2026 | Crypto Daily
Market Surge: Driven by the hope for a US-Iran ceasefire and a decline in oil prices, BTC stands at $71,000 (+4%), ETH around $2,230 (+5.5%), and SOL approximately $84 (+5~6%).

Solana Strengthens Defense: In response to the Drift hacking incident, Solana launched the STRIDE and SIRN security programs, providing 24-hour monitoring and crisis response for DeFi (Decentralized Finance) protocols with a TVL (Total Value Locked) exceeding $10 million.

Traditional Finance Enters: Asset management giant Charles Schwab confirmed it will open BTC and ETH spot trading and exclusive accounts in the first half of this year.

RWA Steady Growth: The RWA (Real World Asset Tokenization) market reaches a total value of $27.65 billion, with tokenization of US Treasuries still being the main force of institutional funds.

Quantum Security Upgrade: The Circle Arc L1 blockchain successfully advances the deployment of the mainnet "post-quantum signatures," actively defending against future threats posed by quantum computing breaking encryption.
April 7, 2026 | Crypto Daily Market Overview: Boosted by the US-Iran ceasefire negotiations, market sentiment is warming up. BTC stands firm around $69,000, and ETH is about $2,110. Key News: 1. Market Bounce: Ceasefire rumors and news of Trump extending the attack deadline have driven mainstream coins like BTC and Solana to strengthen. 2. Institutional Entry: Charles Schwab, a US brokerage giant managing nearly $12 trillion, announced that it will open BTC and ETH spot trading in the first half of 2026. 3. Quantum Resistance Defense: Circle Arc L1 blockchain announced the deployment of post-quantum cryptography (PQC) and quantum-resistant wallet signatures after the mainnet launch to address future quantum computing threats. 4. Aftermath of Hacking Incident: The Solana ecosystem's Drift Protocol was hacked for $285 million, and Circle faced community backlash for not freezing USDC funds transferred by hackers through CCTP in a timely manner. 5. Data Indicators: BTC miner selling pressure is nearing exhaustion, brewing a price reversal; the RWA (real-world assets) market continues to grow to $27.65 billion, centered around tokenized US Treasury bonds.
April 7, 2026 | Crypto Daily

Market Overview: Boosted by the US-Iran ceasefire negotiations, market sentiment is warming up. BTC stands firm around $69,000, and ETH is about $2,110.

Key News:
1. Market Bounce: Ceasefire rumors and news of Trump extending the attack deadline have driven mainstream coins like BTC and Solana to strengthen.
2. Institutional Entry: Charles Schwab, a US brokerage giant managing nearly $12 trillion, announced that it will open BTC and ETH spot trading in the first half of 2026.
3. Quantum Resistance Defense: Circle Arc L1 blockchain announced the deployment of post-quantum cryptography (PQC) and quantum-resistant wallet signatures after the mainnet launch to address future quantum computing threats.
4. Aftermath of Hacking Incident: The Solana ecosystem's Drift Protocol was hacked for $285 million, and Circle faced community backlash for not freezing USDC funds transferred by hackers through CCTP in a timely manner.
5. Data Indicators: BTC miner selling pressure is nearing exhaustion, brewing a price reversal; the RWA (real-world assets) market continues to grow to $27.65 billion, centered around tokenized US Treasury bonds.
The bearish trend of $ROBO is still ongoing The team continues to sell and move downward Breaking 0.01 is just around the corner
The bearish trend of $ROBO is still ongoing

The team continues to sell and move downward

Breaking 0.01 is just around the corner
DD-滴滴
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$ROBO

Empty 0.02311

Perfect empty short plate

Holidays are all selling pressure

After today's breakout failure, it is highly likely to test 0.020

Adding to the overall market downturn

The bulls can directly surrender now.
The bearish trend still exists $ROBO cannot resist the trend It will definitely break 0.02 tonight
The bearish trend still exists

$ROBO cannot resist the trend

It will definitely break 0.02 tonight
DD-滴滴
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$ROBO

Empty 0.02311

Perfect empty short plate

Holidays are all selling pressure

After today's breakout failure, it is highly likely to test 0.020

Adding to the overall market downturn

The bulls can directly surrender now.
It was mentioned before Many people still do not listen to advice $ROBO is the perfect bearish trend It's right to be bearish
It was mentioned before

Many people still do not listen to advice

$ROBO is the perfect bearish trend

It's right to be bearish
DD-滴滴
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$ROBO

Empty 0.02311

Perfect empty short plate

Holidays are all selling pressure

After today's breakout failure, it is highly likely to test 0.020

Adding to the overall market downturn

The bulls can directly surrender now.
$ROBO Empty 0.02311 Perfect empty short plate Holidays are all selling pressure After today's breakout failure, it is highly likely to test 0.020 Adding to the overall market downturn The bulls can directly surrender now.
$ROBO

Empty 0.02311

Perfect empty short plate

Holidays are all selling pressure

After today's breakout failure, it is highly likely to test 0.020

Adding to the overall market downturn

The bulls can directly surrender now.
$ROBO looks like it is about to break 0.02
$ROBO looks like it is about to break 0.02
Encryption does not equal privacy. As long as data is still on the chain, no matter how much it is locked, its essence remains public, just delayed in being uncovered. Computing power and analytical tools are advancing; this will inevitably happen sooner or later. @MidnightNetwork Midnight chooses to directly move sensitive data off the chain. Private states do not enter the consensus layer but remain on local devices or TEE. Transactions are not completed on the chain; instead, they are first calculated locally, and then a ZK-SNARK proof is generated by Kachina, with only this proof uploaded to the chain. Nodes can only verify "compliance with rules and no double spending" but cannot see the amount, identity, or counterparty. The underlying model uses the UC security model, focusing on composability. This privacy logic will not be diluted due to composability when interacting with systems like lending, clearing, and RWA. Many past solutions encountered issues at this step. The attack surface has also been redefined. Previously, it was enough to break one chain; now, it is necessary to target each device individually, significantly increasing costs. However, the costs are also very real. Data not being on the chain means that issues like device loss, cross-end synchronization, and private state recovery become problems that users must handle themselves. Additionally, with the thresholds of UC proofs and the overall architecture, development and use are not easy. #night $NIGHT
Encryption does not equal privacy. As long as data is still on the chain, no matter how much it is locked, its essence remains public, just delayed in being uncovered. Computing power and analytical tools are advancing; this will inevitably happen sooner or later.

@MidnightNetwork Midnight chooses to directly move sensitive data off the chain. Private states do not enter the consensus layer but remain on local devices or TEE. Transactions are not completed on the chain; instead, they are first calculated locally, and then a ZK-SNARK proof is generated by Kachina, with only this proof uploaded to the chain. Nodes can only verify "compliance with rules and no double spending" but cannot see the amount, identity, or counterparty.

The underlying model uses the UC security model, focusing on composability. This privacy logic will not be diluted due to composability when interacting with systems like lending, clearing, and RWA. Many past solutions encountered issues at this step.

The attack surface has also been redefined. Previously, it was enough to break one chain; now, it is necessary to target each device individually, significantly increasing costs.

However, the costs are also very real. Data not being on the chain means that issues like device loss, cross-end synchronization, and private state recovery become problems that users must handle themselves. Additionally, with the thresholds of UC proofs and the overall architecture, development and use are not easy. #night $NIGHT
Article
Escape Space - KachinaThere was a news story recently: in a certain encryption case, law enforcement relied on on-chain analysis to layer by layer restore a funding path that was thought to be 'cleaned'. The related addresses had almost no escape space. Such things are no longer new. After staying in this circle for a long time, you will gradually accept a fact: the so-called privacy on the chain is mostly just an illusion. As long as the data remains on the public ledger, even if encrypted, the day it gets decrypted is only a matter of time with the advancement of computing power and analytical tools. ✃┄┄✁┄┄✃┄┄✁┄┄✃

Escape Space - Kachina

There was a news story recently: in a certain encryption case, law enforcement relied on on-chain analysis to layer by layer restore a funding path that was thought to be 'cleaned'. The related addresses had almost no escape space.

Such things are no longer new.

After staying in this circle for a long time, you will gradually accept a fact: the so-called privacy on the chain is mostly just an illusion.

As long as the data remains on the public ledger, even if encrypted, the day it gets decrypted is only a matter of time with the advancement of computing power and analytical tools.

✃┄┄✁┄┄✃┄┄✁┄┄✃
The core value of Midnight (@MidnightNetwork ) lies in its successful reconciliation of this underlying contradiction: 1. Physical Segmentation: Data kept locally, verified on public chains Midnight achieves a thorough separation of storage and verification through ZK (Zero-Knowledge Proofs). Original sensitive data is stored on-premises, while only an irreversible mathematical proof is recorded on the public chain. The network can verify the legitimacy of transactions without leaving any sensitive data residue on the chain. 2. The 'Anchor Store' Logic of Commercial Real Estate No matter how good the technology is, it needs contextual support. Midnight's Federated Mainnet model first invites giants like Worldpay, Google Cloud, and MoneyGram to establish a presence. This is akin to high-end malls first securing Starbucks and Haidilao to leverage the operational experience and credibility of these giants, hedging early network risks and stabilizing the 'compliance' tone. 3. NIGHT: The Underlying Fuel for Expensive 'Secret Computation' In this architecture, the value support for $NIGHT is no longer a vague emotional bet but a necessity. Each ZK proof generated that complies with GDPR audits, and each execution of a confidential yet compliant smart contract, consumes NIGHT. When Wall Street institutions run RWA and privacy DeFi on it, this consumption becomes a hard commercial demand. Midnight's underlying logic is to keep data local and only submit zero-knowledge proofs on-chain. It sounds impeccable, but generating proofs is extremely resource-intensive. If you let an average user's phone or laptop run a complex privacy DeFi mathematical proof, the device will definitely overload and heat up instantly. Relying solely on users’ local hardware will turn the real interaction experience on this chain into a disaster. Didi Observation: Don't be fooled by the cryptographic terms in the white paper; the survival of public chains depends on interaction friction. Next, keep a close eye on the client-side latency data of the Midnight development framework under complex contracts. If the issue of frontend computational overload cannot be resolved, this so-called trillion-level privacy infrastructure will remain stuck in Wall Street's internal testing network. #Midnight $NIGHT #ZK #Web3#night $NIGHT
The core value of Midnight (@MidnightNetwork ) lies in its successful reconciliation of this underlying contradiction:
1. Physical Segmentation: Data kept locally, verified on public chains
Midnight achieves a thorough separation of storage and verification through ZK (Zero-Knowledge Proofs). Original sensitive data is stored on-premises, while only an irreversible mathematical proof is recorded on the public chain. The network can verify the legitimacy of transactions without leaving any sensitive data residue on the chain.
2. The 'Anchor Store' Logic of Commercial Real Estate
No matter how good the technology is, it needs contextual support. Midnight's Federated Mainnet model first invites giants like Worldpay, Google Cloud, and MoneyGram to establish a presence. This is akin to high-end malls first securing Starbucks and Haidilao to leverage the operational experience and credibility of these giants, hedging early network risks and stabilizing the 'compliance' tone.
3. NIGHT: The Underlying Fuel for Expensive 'Secret Computation'
In this architecture, the value support for $NIGHT is no longer a vague emotional bet but a necessity. Each ZK proof generated that complies with GDPR audits, and each execution of a confidential yet compliant smart contract, consumes NIGHT. When Wall Street institutions run RWA and privacy DeFi on it, this consumption becomes a hard commercial demand. Midnight's underlying logic is to keep data local and only submit zero-knowledge proofs on-chain. It sounds impeccable, but generating proofs is extremely resource-intensive. If you let an average user's phone or laptop run a complex privacy DeFi mathematical proof, the device will definitely overload and heat up instantly. Relying solely on users’ local hardware will turn the real interaction experience on this chain into a disaster.

Didi Observation: Don't be fooled by the cryptographic terms in the white paper; the survival of public chains depends on interaction friction. Next, keep a close eye on the client-side latency data of the Midnight development framework under complex contracts. If the issue of frontend computational overload cannot be resolved, this so-called trillion-level privacy infrastructure will remain stuck in Wall Street's internal testing network.
#Midnight $NIGHT #ZK #Web3#night $NIGHT
The Frenzy of ZK Public ChainsThe frenzy in the market for ZK public chains deliberately hides a fatal engineering black hole: the last mile of client proof generation. Everyone knows that the core logic of Midnight is to keep data local and only submit ZK proofs on-chain. This sounds impeccable, protecting privacy while complying with regulations. However, behind this architecture lies an extremely anti-human flaw. Let's take a look at what the Midnight Network (<a m-60/> ) is really trying to untangle. Transparent public chains cannot bear the ambitions of AI <a c-9/> The two most explosive main lines in the current technology field are undoubtedly AI and Web3. However, these two forces have generated severe rejection reactions under the existing public chain architecture: AI models are extremely eager for data, while the core demand of Web3 is to defend data sovereignty.

The Frenzy of ZK Public Chains

The frenzy in the market for ZK public chains deliberately hides a fatal engineering black hole: the last mile of client proof generation.
Everyone knows that the core logic of Midnight is to keep data local and only submit ZK proofs on-chain. This sounds impeccable, protecting privacy while complying with regulations. However, behind this architecture lies an extremely anti-human flaw. Let's take a look at what the Midnight Network (<a m-60/> ) is really trying to untangle.
Transparent public chains cannot bear the ambitions of AI <a c-9/>
The two most explosive main lines in the current technology field are undoubtedly AI and Web3. However, these two forces have generated severe rejection reactions under the existing public chain architecture: AI models are extremely eager for data, while the core demand of Web3 is to defend data sovereignty.
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