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Articles (13385)

How to Evaluate a Private AI System: A Practical Privacy Checklist
Beginner

How to Evaluate a Private AI System: A Practical Privacy Checklist

To evaluate a Private AI system, map where sensitive data enters, how it is processed, who can access it, how long it is retained, and whether outputs can reveal it. Then review encryption, key ownership, model deployment, logs, infrastructure operators, audit evidence, and deletion controls. Privacy claims should be matched to a documented threat model.
2026-09-10 06:40:15
What Is STONK? StonkFun's Stock-Paired Token Explained
Beginner

What Is STONK? StonkFun's Stock-Paired Token Explained

STONK is the platform token of StonkFun, a Solana launchpad where new tokens are quoted in tokenized stocks instead of SOL. Its first pool, STONK/SPYx, opened on Raydium's concentrated liquidity engine, and StonkFun states that about 60% of platform fee income buys back and burns STONK.
2026-09-10 03:31:00
How to Launch a Stock-Paired Token on StonkFun
Beginner

How to Launch a Stock-Paired Token on StonkFun

Launching a token on StonkFun takes five steps: connect a Solana wallet on the launch page, choose the 1% or 2% pool fee, enter a token name, symbol and square image, select a quote token, then confirm the launch summary and sign. StonkFun mints a fixed-supply token and opens a one-sided market on Raydium.
2026-09-10 03:30:15
What Is IREN (IREN)? Bitcoin Mining, AI Data Centers, and GPU Cloud Computing
Beginner

What Is IREN (IREN)? Bitcoin Mining, AI Data Centers, and GPU Cloud Computing

IREN is a publicly traded company that transitioned from Bitcoin Farming to AI infrastructure, operating across Bitcoin Mining, AI Cloud, and data centers. This article examines its business model, GPU cloud offerings, energy strategy, financial performance, and associated risks.
2026-09-10 00:23:10
IREN’s Shift From Bitcoin Mining to AI Infrastructure
Beginner

IREN’s Shift From Bitcoin Mining to AI Infrastructure

IREN is shifting from Bitcoin Mining to AI infrastructure, leveraging its power, data center, and GPU resources to develop AI Cloud. This article analyzes the restructuring of its mining operations, its energy advantages, and the evolution of its business model.
2026-09-10 00:23:05
How to Read Token Charts and K-Lines Before Trading Onchain
Beginner

How to Read Token Charts and K-Lines Before Trading Onchain

To read a token chart before trading onchain, confirm the contract address and network, choose a timeframe, read each K-line’s open, high, low, and close, then compare trend, support, resistance, volume, liquidity, slippage, and price impact. A chart describes past trading activity; it does not prove that a token or contract is safe.
2026-09-10 00:07:26
What Is Zig Zag Indicator? How It Identifies Significant Price Swings
Beginner

What Is Zig Zag Indicator? How It Identifies Significant Price Swings

The Zig Zag indicator is a technical analysis tool that filters out relatively small price movements and connects significant highs and lows with straight lines. Instead of reacting to every candle, it waits for price to move by a chosen threshold before marking a new swing. The result is a cleaner view of market structure, including swing highs, swing lows, higher highs, higher lows, lower highs, and lower lows.
2026-09-09 13:25:26
How Are On-Chain Share Records Reconciled With Traditional Securities Records?
Beginner

How Are On-Chain Share Records Reconciled With Traditional Securities Records?

On-chain share records are reconciled with traditional securities records by matching blockchain transactions, token balances, investor identities, and corporate actions against the issuer's legally recognized ownership system. But there isn't always a separate traditional ledger to reconcile.
2026-09-09 13:24:59
L2 Revenue vs. Ethereum Value: Sequencers, Blobs, and Settlement
Beginner

L2 Revenue vs. Ethereum Value: Sequencers, Blobs, and Settlement

L2 trading volume and sequencer revenue are on the rise, but do these business metrics actually contribute to Ethereum’s value? This analysis examines the link between L2 revenue and Ethereum protocol value, clarifying how Blob fees, ETH demand, brand premium, and the right to final settlement are interconnected.
2026-09-09 10:10:11
Earnings Growth Sets the Direction, Valuation Sets the Return
Beginner

Earnings Growth Sets the Direction, Valuation Sets the Return

The long-term trajectory of U.S. equities is fundamentally anchored in corporate profitability; however, growth in profits is not synonymous with equity returns. In this article, we break down the interplay between profit growth, valuation shifts, and capital flow, building a comprehensive long-term trading framework tailored for markets characterized by high valuations and high concentration.
2026-09-09 09:20:54
Gate Trenches vs DEX: Which Is Easier for Onchain Trading?
Beginner

Gate Trenches vs DEX: Which Is Easier for Onchain Trading?

Gate Trenches is easier for users who already use a Gate account and want fewer extra wallet-preparation and network-selection steps, while a DEX is more flexible for users who want self-custody and direct access to decentralized liquidity. Both routes still involve liquidity, slippage, network, and contract risks.
2026-09-09 09:01:27
AI Agents Need an Enterprise Control System to Scale
Beginner

AI Agents Need an Enterprise Control System to Scale

As AI Agents move from standalone assistants to enterprise-scale deployment, the primary challenges are shifting from model capabilities to identity, access control, governance, observability, and cost management. This article examines how the enterprise AI Control Plane is taking shape and the new software infrastructure that may emerge at this layer.
2026-09-09 09:00:47
RWA Is Reshaping Financial Infrastructure, Not Just Assets
Beginner

RWA Is Reshaping Financial Infrastructure, Not Just Assets

RWA’s long-term value goes beyond simply moving traditional assets onto the blockchain—it lies in the gradual integration of issuance, trading, clearing, settlement, collateralization, and compliance into programmable financial infrastructure. This article explores how RWA is transforming the organization of financial markets and examines the evolving roles of banks, asset management companies, and on-chain infrastructure.
2026-09-09 09:00:11
What Is Arbitrum (ARB): An Explainer for Beginners
Beginner

What Is Arbitrum (ARB): An Explainer for Beginners

Arbitrum is an optimistic rollup Layer 2 network for Ethereum, developed by Offchain Labs and governed by ArbitrumDAO. Transactions execute on Layer 2, then get compressed and posted back to Ethereum for settlement, which lowers fees while preserving Ethereum-level security assumptions. ARB serves as the governance token, and network gas is paid in ETH.
2026-09-09 05:21:43
How Arbitrum Earns Revenue From Robinhood Chain
Beginner

How Arbitrum Earns Revenue From Robinhood Chain

Arbitrum earns revenue from Robinhood Chain through the Arbitrum Expansion Program (AEP), which requires chains built on the Arbitrum stack that settle outside Arbitrum One and Arbitrum Nova to route 10% of net protocol revenue back to the Arbitrum ecosystem. AEP licence fees reached \$360,000 in July 2026, or 35% of ArbitrumDAO revenue that month.
2026-09-09 05:20:53
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