Because the LLM generated code is custom code written to-order to solve a specific problem Similar to if you hired other programmers and gave them a detailed spec for the code you needed them to write
PROMPT ENGINEERING
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Autonomous Model Hours Need Human Work Equivalency Comparison
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There's a bit of a weird trend of bragging about how many hours a model can work autonomously (Codex 7 hours, Sonnet 30 hours…) but if there's no comparison to how many hours of human work that task it solves is equivalent to, it doesn't make much sense. I mean, I could also
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Sonnet 4.5 Improvements: Better Character and Reduced LLM Fluff
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Sonnet 4.5's character has also improved significantly. Its responses are more to the point with less LLM fluff. We've tuned the model across a bunch of dimensions – sycophancy, deception, prompt injection robustness. You'll notice it in how the model actually talks to you.
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Hume AI Octave 2 Multilingual Model Announced
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BREAKING 🚨: Hume AI is preparing to release Octave 2 Multilingual model! Here is a sample dialogue between a Robot and a Russian hacker.
— 🚨 AI News | TestingCatalog (@testingcatalog) 29 septembre 2025
"Expressive, natural-sounding voices in 10+ languages, low latency, perfect for real-time transition and conversational use cases" pic.twitter.com/IUIZ8gb8WUBREAKING : Hume AI is preparing to release Octave 2 Multilingual model! Here is a sample dialogue between a Robot and a Russian hacker. "Expressive, natural-sounding voices in 10+ languages, low latency, perfect for real-time transition and conversational use cases"
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AI Coding Assistants’ Hidden Delivery Stability Drop
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Everyone's celebrating AI coding assistants, but nobody's talking about the 7.2% drop in delivery stability that comes with them. DORA just dropped a bombshell report on generative AI in software development, and the findings are way more complicated than the hype suggests. The
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Quarantined LLM Systems Modeled as Tool Calls
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Yeah, the quarantined LLM stuff can absolutely be modeled as tool calls instead
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OpenAI Releases Prompt Packs for Enhanced AI Usage
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Get these Prompt Packs here:
↳ https://
academy.openai.com/public/tags/pr
ompt-packs-6849a0f98c613939acef841c
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OpenAI Launches 300+ Curated Prompt Packs for Business
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OpenAI just dropped `Prompt Packs` ↳ 300+ curated prompts
↳ 12+ departments (IT, HR, Sales, Product, CS…)
↳ 25 per role Adapt them with your KPIs & product context for better results! 100% free. Link to the packs in ↓ -
o3 Prompt Scores Pages Using Ogilvy Copywriting Playbook
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Spotted this gem from Kieran Flanagan (
@searchbrat
) on LinkedIn. It’s an o3 prompt that scores your page using Ogilvy’s copywriting playbook and gives clear steps to make it better! Here’s how it works —— This prompt will: – Take a URL
– Extract the web copy
– Run -
Free Step-by-Step Tutorials for AI Agents and RAG Systems
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100+ free step-by-step tutorials with code covering: AI Agents RAG Systems Voice AI Agents MCP AI Agents Multi-agent Teams Autonomous Game Playing Agents P.S: Don't forget to subscribe for FREE to access future tutorials.