# Bài viết Liên quan Guide

Trung tâm Tin tức HTX cung cấp những bài viết mới nhất và phân tích chuyên sâu về "Guide", bao gồm xu hướng thị trường, cập nhật dự án, phát triển công nghệ và chính sách quản lý trong ngành tiền kỹ thuật số.

OpenAI Officially Teaches You 8 Tricks to Master ChatGPT

OpenAI has released an updated guide with eight key strategies to get better results from ChatGPT: 1. **Use the latest model** (e.g., GPT-5.6 Sol) for best performance with prompt engineering. 2. **Provide clear, specific instructions**, detailing the desired content, format, style, and length. Avoid vague requests. 3. **Structure prompts effectively**: Place the core instruction at the beginning and use delimiters like `###` or `"""` to separate instructions from the text to be processed. 4. **Use examples and explanations** to clarify the exact output format and style you want. 5. **Adopt a stepwise approach**: Start with a zero-shot prompt (instruction only), then add a few examples (few-shot) if needed, and consider fine-tuning only as a last resort. 6. **Avoid vague or imprecise descriptions**. Use concrete terms (e.g., "3-5 sentences") instead of phrases like "keep it brief." 7. **Specify what to do, not just what to avoid**. After stating restrictions, guide the model toward the correct action. 8. **For code generation, use "leading words"** like `import` for Python or `SELECT` for SQL to steer the model into the correct pattern. Additionally, OpenAI's new "Generate Anything" feature can automatically create suitable prompts based on a simple description of your task. Mastering these techniques helps users get more accurate and useful outputs from ChatGPT.

marsbit07/16 08:26

OpenAI Officially Teaches You 8 Tricks to Master ChatGPT

marsbit07/16 08:26

How an Anthropic Engineer Saved 300 Million Tokens in a Week: A Claude Code Caching Guide

Anthropic engineers reveal how prompt caching in Claude Code dramatically reduces token consumption. By reusing already-processed context, cached tokens cost only 10% of regular input tokens. The author saved over 300 million tokens in a week, with 91 million cached tokens in a single day counted as roughly 9 million for billing. Caching works via prefix matching across three layers: system (instructions, tools), project (CLAUDE.md, rules), and conversation (chat history). As long as the beginning of a request matches cached content, Claude reuses it instead of reprocessing. Key points for users: - Claude Code's cache TTL is 1 hour (vs. 5 minutes for API/Sub-agents). Avoid pausing a session beyond this. - Switching models (including enabling "Opus plan" mode) breaks cache, forcing a full reprocess. - For task switching, use a clear session handoff instead of letting an old session expire. - Place large documents in Projects, not directly in chat, for better caching. High cache reuse benefits both users (longer sessions) and Anthropic (lower costs). Monitoring cache hit rates is crucial internally. By managing context as an asset and avoiding cache-breaking habits, users can make their Claude Code sessions more efficient and cost-effective.

marsbit05/24 00:36

How an Anthropic Engineer Saved 300 Million Tokens in a Week: A Claude Code Caching Guide

marsbit05/24 00:36

Founder of Baixing: We've Gone from Being the Leaders of AI to Being Its Guides

The founder of Baixing.com reflects on the evolving relationship between humans and AI, shifting from seeing AI as a subordinate tool to recognizing it as a more intelligent partner. He describes his own role changing from a "leader" of AI to a "guide" or facilitator who provides context, access, and resources—like finding files, granting permissions, or sharing company-specific knowledge—so that AI (specifically Claude Code) can perform complex intellectual tasks. While AI now excels in areas like coding, documentation, and analysis, humans remain indispensable for navigating the unique internal landscape of an organization. This new dynamic is not one of master and servant, but of collaboration, where both the human guide and the AI "expert" enhance each other's capabilities, producing results far superior to what either could achieve alone.

链捕手05/20 14:35

Founder of Baixing: We've Gone from Being the Leaders of AI to Being Its Guides

链捕手05/20 14:35

Step-by-Step Guide to Participating in Circle's Own Public Chain Arc Community Event

Circle has launched a community program for its stablecoin-focused Layer 1 blockchain, Arc, aimed at rewarding early contributors. Participants can earn points by completing various tasks, including daily logins, profile completion, reading articles, watching videos, and registering for events. Points accumulate toward five membership tiers, with higher tiers potentially offering advantages in future token launches. The program requires no financial investment and encourages user engagement through its official website and Discord community. Arc is designed as an EVM-compatible blockchain optimized for financial applications, targeting global payments, forex, lending, and capital markets.

Odaily星球日报04/06 02:30

Step-by-Step Guide to Participating in Circle's Own Public Chain Arc Community Event

Odaily星球日报04/06 02:30

Crash Game Guide: Rules, How to Play & Strategy Tips for 2026 Beginners

Crash is a fast-paced, multiplier-based prediction game popular in online and crypto casinos. Players place a bet and watch a multiplier rise from 1.00x until it randomly “crashes.” The goal is to cash out before the crash to secure a payout multiplied by the current value. Key strategies include conservative cash-outs (e.g., 1.2x–1.5x), strict bankroll management, and avoiding chasing losses or high multipliers. Each round is independent and provably fair, with no predictable patterns. Crash appeals for its simplicity, transparency, and quick outcomes, especially in crypto environments. Beginners should start with low-risk bets, set loss/profit limits, and play responsibly.

TheNewsCrypto02/08 06:45

Crash Game Guide: Rules, How to Play & Strategy Tips for 2026 Beginners

TheNewsCrypto02/08 06:45

From Hype to Reality: A Critical Review of 2026 Airdrop Projects

Author: Mark Title: From Hype to Reality: A Critical Review of 2026 Airdrop Projects The author clarifies he is not an airdrop expert, a quant, or part of any private Discord groups with "confirmed information." Instead, his strength lies in being a top-tier "information consumer" who has spent a lifetime absorbing data, reading documentation, and understanding social norms and human psychology. He positions himself as the ultimate application user. This guide shares his unfiltered, unbiased, and free perspective on airdrops. Rather than listing numerous must-join airdrops, he focuses on what he finds genuinely important. His curated list is based on projects with: * A quality product backed by real users. * High potential (his personal opinion). * A grading system based on participation difficulty and profit potential. * A focus on avoiding airdrops that are nearly impossible to obtain. The selection is informed by his extensive time on Crypto Twitter, being perpetually online, observing market sentiment, and his own intuition. He acknowledges that some projects may fail while others could succeed spectacularly. The list does not include projects that are "too early."

比推01/16 13:56

YZi Labs Invests of Tens of Millions, CZ as Advisor: How to Earn Genius Points?

An article titled "YZi Labs Invests Tens of Millions, CZ as Advisor: How to Earn Genius Points?" reports on a major investment in the decentralized exchange Genius. YZi Labs has invested tens of millions of dollars, and former Binance CEO CZ will serve as an advisor. Genius is a privacy-focused DEX supporting spot, perpetual contracts, and copy trading across over 10 blockchains, including BNB Chain and Solana. It aims to offer a CEX-like experience with self-custody and has processed over $60 million in testnet volume. CZ and Genius's team clarified that Genius is not a direct competitor to Aster, another YZi Labs portfolio project, but rather a trading terminal that enables cross-chain token access with privacy features. The article provides a step-by-step guide for users to interact with the platform and earn GP points through trading and referrals. A recommended "low-cost points strategy" involves trading the USDC-USDT pair to minimize volatility impact, executing larger trades to reduce gas fee ratios, and spinning a daily bonus wheel after reaching $10,000 in trading volume. Users can also earn additional rewards through referrals and social tasks. The platform is currently in a test phase, with a public testnet for its privacy protocol planned for Q2 2026.

Odaily星球日报01/14 01:19

YZi Labs Invests of Tens of Millions, CZ as Advisor: How to Earn Genius Points?

Odaily星球日报01/14 01:19

Beginner Hacker's Guide: How to Ace Your First Hackathon

A Beginner Hacker's Guide: How to Ace Your First Hackathon This guide provides essential tips for first-time hackathon participants to maximize their learning and success, regardless of winning. Key advice includes: * **Choosing the Right Event:** Start with well-organized hackathons from major companies (e.g., Google, AWS) or on established platforms like DoraHacks for clear rules and valuable feedback. * **Understanding the Rules:** Thoroughly read and adhere to all submission guidelines and judging criteria to avoid disqualification. * **Focus on Quality, Not Just Prizes:** Avoid reusing old projects. Instead, focus on creating something new that genuinely aligns with the hackathon's theme. * **Communicate Early and Often:** Engage with organizers, mentors, and the community on platforms like Discord for clarifications and help instead of working in isolation. * **Learn from Others:** Study past winning submissions on platforms like DoraHacks to understand what makes a project stand out. Network with other participants during the event. * **Perfect Your Demo:** Create a clear, concise 1-3 minute demo video and compelling documentation. Your presentation is as important as the project itself. * **Manage Time Wisely:** Plan your time effectively, delegate tasks in a team, and leave ample time to prepare your final submission. * **Keep Building:** View the hackathon as a starting point. Whether you win or not, continue to develop your project, learn from the experience, and participate again. Consistency is key to long-term success. The ultimate goal is to build skills, expand your network, and create a portfolio. DoraHacks is highlighted as a leading global platform for finding hackathons and connecting with the developer community.

marsbit01/13 08:50

Interactive Tutorial | Total Prize Pool of $1 Million, Jupiter Launches Trading Card Collection Event

Jupiter, a leading Solana-based DEX aggregator, has launched a new trading card collection event with a total prize pool of $1 million USDC. The event runs from December 11, 2025, to February 1, 2026. Users can earn cards by trading specific token pairs—including JUP, JUP/SOL, JUP/jupSOL, and others—using Jupiter’s Ultra Mode (market order) or Limit Order V2. Only trades of $10,000 or more in volume qualify for card rewards. Each card has different rarity levels and corresponding rewards: Common (87.399% chance, 1 USDC), Advanced (10%, 5 USDC), Rare (2.5%, 25 USDC), Mythic (0.1%, 100 USDC), and Legendary (0.001%, 10,000 USDC). Participants are advised to use the Jupiter wallet (browser extension or mobile app) and trade via jup.ag. Estimated cost per card is around $3–5. Users can also earn extra cards through referral links. Note that card opening must be done on the desktop version.

Odaily星球日报12/15 07:37

Interactive Tutorial | Total Prize Pool of $1 Million, Jupiter Launches Trading Card Collection Event