Ethereum Monitoring

#Ethereum #Telegram #bot: gas price, transactions, free #NFT mint , #Cryptocurrency prices

[Ethereum Monitoring @creativeteck1]

@zqqng @Qlin2022 @ZeroZ_JQ 慢，各种千奇百怪的问题，简单的场景，自己手搓吧

[Ethereum Monitoring @creativeteck1]

Takeaway:
Align your prompts with how LLMs think. Clear goals, tight structure, and focused instructions = powerful outputs. #AIWriting #LLMTips

[Ethereum Monitoring @creativeteck1]

Harsh Prompting Truth:

Crafting random, wordy prompts won’t get you the best results.

I discovered a way to write killer prompts by understanding ONE key principle:

Aligning with LLM Internals.

Here’s how it works & why it’ll transform your prompt-writing forever:
#PromptEng

[Ethereum Monitoring @creativeteck1]

6/6 - Noise Reduction and Constraints
Vague or irrelevant details confuse the model. Use constraints—like specific formats, styles, or examples—to focus its attention and reduce errors. Less noise, better results. #PromptTips

[Ethereum Monitoring @creativeteck1]

5/6 - Inline Instructions: Mid-Prompt Reinforcement
Long prompts risk losing focus. Repeating key instructions keeps the model aligned and reinforces understanding. Think of them as guideposts in your prompt. #AIUX

[Ethereum Monitoring @creativeteck1]

4/6 - Sensitivity to Beginnings and Endings
The start sets the context, while the end shapes the output. Use these spots strategically to ensure the model captures your intent. #PromptOptimization

[Ethereum Monitoring @creativeteck1]

3/6 - Task Clarity: Define Before You Dive
Ambiguity confuses the model. Clearly state the goal upfront to sharpen the model’s focus and boost response quality. The clearer your ask, the better the result. #AIClarity

[Ethereum Monitoring @creativeteck1]

2/6 - Structure: The Backbone of Clarity
Clear, organized prompts help LLMs identify relationships between tokens. Use headings, bullet points, or consistent formats to guide attention. Structure is everything. #LLMInsights

[Ethereum Monitoring @creativeteck1]

1/6 - Attention Mechanisms: The Key to Precision
LLMs process prompts by calculating token similarities and focusing on crucial parts. Place key info where it’s most impactful—early or near transitions. #PromptEngineering #AI

[Ethereum Monitoring @creativeteck1]

1/5 Attention to Crucial Words
Transformers understand how "NOT," "BUT," or "HOWEVER" flip the meaning of a sentence.
Miss these words, and you miss everything.
💡 Takeaway: Sharpen your focus on subtle cues—they’re the key to deeper understanding.

[Ethereum Monitoring @creativeteck1]

From Machine Learning to Learning from Machines

The lessons machines teach us are wild and transformative.

ML models do more than process data—they reveal secrets about how we think, decide, and grow.

Here are 5 mind-blowing lessons you NEED to embrace:

[Ethereum Monitoring @creativeteck1]

2/5 Pattern Recognition and Generalization
ML turns chaos into clarity by identifying patterns and applying them broadly.
Humans? We can do that too.
💡 Takeaway: Spot recurring themes and use them to navigate new challenges.

[Ethereum Monitoring @creativeteck1]

3/5 Handling Uncertainty
Machines thrive on probabilities, not guarantees.
Life’s messy, full of gray areas—embrace it.
💡 Takeaway: Make bold decisions even without perfect information.

[Ethereum Monitoring @creativeteck1]

4/5 Iterative Learning and Improvement
Models start rough. Every iteration makes them better.
💡 Takeaway: Feedback isn’t failure—it’s your power-up. Refine, improve, repeat.

[Ethereum Monitoring @creativeteck1]

5/5 Balancing Bias and Variance
Overfitting = too specific. Underfitting = too vague.
Life’s lesson? Balance depth with flexibility.
💡 Takeaway: Be a specialist AND a big-picture thinker.
Machines get it. Now it’s YOUR turn to level up. 🚀

[Ethereum Monitoring @creativeteck1]

@outstretcharms @realliaohaibo 这个说法靠谱，当时alphago刚出来时，只能背背棋谱，后来对抗模型出来后，就能打败人类了。

[Ethereum Monitoring @creativeteck1]

@FinanceYF5 @moritzkremb 真没觉得bard 好,答非所问,让它不要解释,能给你blah半个屏幕

[Ethereum Monitoring @creativeteck1]

@0xBigPineapple Usdc 现在支持permit2,离线签名就可approve

[Ethereum Monitoring @creativeteck1]

@coolish {
"p":"twrc-20",
"op":"mint",
"tick":"elon",
"amt":"1000"
}

[Ethereum Monitoring @creativeteck1]

空投合约是这个 https://t.co/MR1dEToWK2… 但已经被领光了