Technique 2: Multi-Shot with Failure Cases Everyone uses examples. Engineers show the model what NOT to do. This creates boundaries that few-shot alone can't establish. Template: Task: [what you want] Good example:
[correct output] Bad example:
[incorrect output]
Reason it
GENERATIVE AI
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Multi-Shot Technique with Failure Cases
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5 Techniques for Production-Grade AI Prompts
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Top engineers at OpenAI, Anthropic, and Google don't prompt like you do. They use 5 techniques that turn mediocre outputs into production-grade results. I spent 3 weeks reverse-engineering their methods. Here's what actually works (steal the prompts + techniques)
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Shadi Dawi Shares His Vision on Media and Artificial Intelligence at Bridge Summit
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سعيد بحضوري هذا الحدث الإعلامي العالمي من تنظيم المكتب الوطني للإعلام في #دولة_الامارات_العربية_المتحدة الحبيبة ومشاركة رؤيتي حول مستقبل الإعلام والمحتوى في قمة “Bridge” العالمية. الذكاء الاصطناعي التوليدي. الإمارات تعيد صياغة المشهد الإعلامي العالمي!
— Shadi Dawi (@shadi_dawi) 10 décembre 2025
Thrilled to share my vision… pic.twitter.com/aVLtdrvbYFDelighted to attend this global media event organized by the National Media Office in the beloved United Arab Emirates and to share my vision on the future of media and content at the global "Bridge" Summit. Generative Artificial Intelligence. The Emirates are reshaping the global media landscape! Thrilled to share my vision on the future of media and content at the global "Bridge" Summit. Generative AI is reshaping the narrative!
#Abu_Dhabi #Abu_Dhabi_Media #UAE #World_in_the_Emirates
#Shadi_Dawi #shadi_dawi #techinfluencer #technology_influencer #ai_influencer [Translated from EN to English]→ View original post on X — @shadi_dawi, 2025-12-10 08:23 UTC
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Homo Technologicus: AI Humanism Interview with Juan Merodio
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He publicado un episodio en @ivoox
: "Somos Homo Technologicus: IAhumanismo (entrevista a Juan Merodio por David Sobrino) #podcast -
Coding Skills as a Path to AI-Generated Income
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Coding skills unlock Ai income pic.twitter.com/R3neDP8ktl
— Satya Mallick (@LearnOpenCV) 10 décembre 2025Coding skills unlock Ai income
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Jais-2: Arabic LLM 20x Faster Than Leading Models
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Introducing Jais-2 – a major leap for Arabic AI. Co-developed with @G42ai , Inception, and @mbzuai
, Jais-2 is a family of Arabic models built end-to-end on Cerebras from pretraining to inference. Jais-2 70B runs at 2,000 tokens/sec – 20x faster than leading LLMs. It brings deep -
Meta’s Avocado AI Model Delayed to 2026
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Meta is working on a new proprietary frontier AI model called “Avocado” according to CNBC. “We were expecting the model to be released before the end of this year, but that the plan now is for that to happen in the first quarter of 2026.” Meta will be back
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DeepL Advances Real-Time AI Translation with NVIDIA Infrastructure
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Great work from @DeepLcom advancing real-time AI translation for millions of its customers, powered by NVIDIA AI infrastructure.
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Suno: more innovative than artists of the Victoires de la musique
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I recommend you try Suno: If you are a musician, you should not be fooled. This tool produces music more innovative than 90% of the award-winning artists at the Victoires de la musique.
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Waymo’s Use of Large Models and GOFE in Autonomous Driving
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My sense is that @Waymo has been using large models for awhile (plus lots of GOFE for sensor pre-processing, system bootstrapping, data avalanching, and ongoing safety). One clue is the “thinking fast and slow” note on the image.