Technique 5: Confidence-Weighted Prompting Google DeepMind uses this technique for high-stakes decisions. Ask the model to rate its confidence and provide alternative answers. Template: Answer this question: [question] For your answer, provide:
1. Your primary answer
2. Confidence level
GENERATIVE AI
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Technique 5: Confidence-Weighted Prompting
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Structured Thinking Protocol for GPT-5
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Technique 4: Structured Thinking Protocol
— God of Prompt (@godofprompt) 5 décembre 2025
OpenAI's GPT-5 team uses this for complex reasoning tasks.
Force the model to think in layers before responding.
Template:
Before answering, complete these steps:
[UNDERSTAND]
– Restate the problem in your own words
– Identify what's… pic.twitter.com/yFXgwVm5acTechnique 4: Structured Thinking Protocol OpenAI's GPT-5 team uses this for complex reasoning tasks. Force the model to think in layers before responding. Template: Before answering, complete these steps: [UNDERSTAND]
– Restate the problem in your own words
– Identify what's… -
CoVe Technique to Reduce Hallucinations
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Technique 2: Chain-of-Verification (CoVe) Google's research team uses this method to eliminate hallucinations. The model generates an initial answer, then creates verification questions, answers them, and refines the original response. Template: Task: [your question] Step 1: Provide your…
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Role-Based Constraint Prompting Technique
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Technique 1: Role-Based Constraint Prompting
— God of Prompt (@godofprompt) 5 décembre 2025
The expert don't just ask AI to "write code." They assign expert roles with specific constraints.
Template:
You are a [specific role] with [X years] experience in [domain].
Your task: [specific task]
Constraints: [list 3-5 specific… pic.twitter.com/Ek1YIAZXqOTechnique 1: Role-Based Constraint Prompting The expert don't just ask AI to "write code." They assign expert roles with specific constraints. Template: You are a [specific role] with [X years] experience in [domain].
Your task: [specific task]
Constraints: [list 3-5 specific -
Claude Code Camp Opus 4.5 Live Event 1000 Paid Subscribers
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we have 1k @every paid subs RSVP’d to our live Claude Code Camp on Opus 4.5 today hear how @kieranklaassen and I are using it in detail, and ask questions live join ->
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Weekly Optimism: AI Innovation From Industry Leaders
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Read All the Good News That's Fit to Print in this week's Weekly Dose of Optimism from @notboring
, featuring: @zipline + @ryanzip @MichaelDell + @SusanDell @amazon @NASA + @parmita @drmichaellevin + @lexfridman -
AI Automation: Offload Your First Tiny Task Today
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Coffee is great, but watching AI finish in 30 seconds what you have avoided for 3 weeks hits different Pick ONE tiny task today: email reply, quick summary, outline or caption. Hand it to AI and ship it. What are you offloading first?
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Gen-4.5 Creates Worlds with Specific Aesthetic and Atmospheric Characteristics
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With Gen-4.5 you can explore worlds that represent very specific points of view and aesthetic characteristics. The model allows you to precisely generate the look, feel and atmosphere of the world you want to create and the stories you want to tell. pic.twitter.com/EOKRzJQ90f
— Runway (@runwayml) 5 décembre 2025With Gen-4.5 you can explore worlds that represent very specific points of view and aesthetic characteristics. The model allows you to precisely generate the look, feel and atmosphere of the world you want to create and the stories you want to tell.
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AI breakthroughs tackle malnutrition, chips, and accessibility
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Zipline cuts childhood malnutrition.
— Packy McCormick (@packyM) 5 décembre 2025
Dells donate $6.25B to 25M children.
AWS launches Trainium3 chip, titans battle.
Building blocks of life are everywhere.
Michael Levin back on Lex Fridman.
+ Thinking Game ++ Dose Fuel +++ Hearing Aids
What a week for the optimists. pic.twitter.com/gFmsZYcujzZipline cuts childhood malnutrition.
Dells donate $6.25B to 25M children. AWS launches Trainium3 chip, titans battle.
Building blocks of life are everywhere.
Michael Levin back on Lex Fridman. + Thinking Game ++ Dose Fuel +++ Hearing Aids What a week for the optimists.
