Ne copiez pas et ne collez pas les réponses de ChatGPT. Il est facile de repérer un texte écrit par ChatGPT. Voici une astuce secrète pour humaniser votre texte : [ Ajoutez en signet pour ne pas perdre ! ]
PROMPT ENGINEERING
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Tips for humanizing AI-generated text
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Ne copiez pas et ne collez pas les réponses de ChatGPT. Il est facile de repérer un texte écrit par ChatGPT. Voici une astuce secrète pour humaniser votre texte : [ Ajoutez en signet pour ne pas perdre ! ]
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Training Student LLMs to Fix Sloppy Code Reimplementations
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FREE IDEA! Take a human-authored codebase from <2022, have teacher LLM create a "sloppy" reimplementation of a single feature, then train student LLM to undo the slop. Should bias away from broad exceptions, blank returns, attribute/type checking, or low-q defensive coding.
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AdaReasoner: Dynamic Tool Orchestration for Visual Reasoning
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AdaReasoner Dynamic Tool Orchestration for Iterative Visual Reasoning
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Bad vs Good: Specifying Role and Seniority in Prompts
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1. SPECIFIC ROLE + SENIORITY Bad: "Act as a developer" Good: "Act as a Senior Backend Engineer with 8 years specializing in distributed systems" Bad: "Act as a writer" Good: "Act as a Technical Content Writer who translates complex SaaS features for non-technical buyers"
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Specific roles matter: avoid vague expert prompts for LLMs
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Here's what most people do: "Act as an expert marketing strategist and help me with my campaign." The LLM has no idea what kind of expert. B2B or B2C?
Digital or traditional?
Startup or enterprise?
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Specific personas boost LLM output quality to 94%
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Telling an LLM to "act as an expert" is lazy and doesn't work. I tested 47 persona configurations across Claude, GPT-4, and Gemini. Generic personas = 60% quality
Specific personas = 94% quality Here's how to actually get expert-level outputs: -
AI Automation Threatens Senior Workers as Jobs Disappear
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C'est temporaire pour les juniors. Les seniors vont très vite êtres touchés : il est beaucoup plus rentable d'automatiser le job d'un senior qu'un junior. Sur le prompt c'est presque plus vrai : les IA "s'auto-promptent" C'est le début de la fin du travail humain.
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AI Agents Security: Understanding Prompt Injection Threats
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When AI Agents Turn Against You: The Prompt Injection Threat Every Business Leader Must Understand As organizations deploy #AIagents to handle everything from customer service to financial decisions, a critical #security #vulnerability threatens to turn these digital workers
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LLM Sandbox Unlocks General Agentic Intelligence Without Code
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"LLM-in-Sandbox Elicits General Agentic Intelligence" This paper shows that giving an LLM a virtual computer it can browse, write files, and run code, instead of only generating text, can unlock general agent behavior and increase performance across non-code domains WITHOUT