Most people are using LLMs wrong. They focus on prompts.
Winners focus on systems. Shift from: One-shot prompts
to Iterative AI workflows Generic models
to Task-specific model selection Simple answers
to Structured execution plans LLMs scale when: •
AI
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Beyond Prompts: Building Scalable LLM Systems
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Creator of the Term Prompt Injection Shares Its Origin
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I named prompt injection after SQL injection a few years ago
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Status Bias in Tech Leadership: Intelligence Perception Beyond Credentials
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For many people, perception of a presentation is biased by status: how can the hip, successful, manipulative decitrillionaire CEO talking to the weird 25yo nerd not be the dominant intellect?
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Where’s Waldo in 3D: New Image Generator’s Impressive Detail Capabilities
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Where's Waldo in 3D: crazy detail from the new image generator Source: https://
reddit.com/r/ChatGPT/comm
ents/1st5qnx/wheres_wally_3d_crazy_detail_new_img_gen/
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Adam’s Law: Boost LLM Performance Through Common Text Rephrasing
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What if you could boost any AI's performance just by rephrasing your prompts? Researchers from FaceMind & CUHK propose "Adam's Law": a simple but powerful principle that more common, frequently seen text improves LLMs. Their method paraphrases inputs into more frequent
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LangSmith Fleet: Agents Now Create and Edit Files
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New in LangSmith Fleet: Create and edit files with your agent.
— LangChain (@LangChain) 23 avril 2026
Your agent can now work with files directly. Create documents, presentations, and webpages inside a conversation, or upload your own files and edit them together.
📄 Work with images, PDFs, and text files.
💬 Build… pic.twitter.com/FN1MJGh4yiNew in LangSmith Fleet: Create and edit files with your agent. Your agent can now work with files directly. Create documents, presentations, and webpages inside a conversation, or upload your own files and edit them together. Work with images, PDFs, and text files.
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Cortex-AI Provides Unified Memory Layer Across Multiple LLM Tools
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🚨 Tired of losing your context whenever you bounce between different AI tools?
— Charly Wargnier (@DataChaz) 23 avril 2026
My friend @MSaintjour just released a cool fix 👀
Meet Cortex-AI.
→ Serves as a unified, shared memory layer across all your LLMs.
→ Connects instantly with Claude Code, Windsurf, ChatGPT, and… https://t.co/EL0iQIdcCrTired of losing your context whenever you bounce between different AI tools? My friend @MSaintjour just released a cool fix Meet Cortex-AI. → Serves as a unified, shared memory layer across all your LLMs.
→ Connects instantly with Claude Code, Windsurf, ChatGPT, and -
Industry dynamics and structural transformations analysis
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on the dynamics of what happens to an industry
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Decentralized Manufacturing Captures Missed Opportunities
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The real cost of centralized manufacturing is the missed opportunities. Partner content with @Siemens.
— Lucian Fogoros (@fogoros) 23 avril 2026
While you ship Gatorade nationwide, competitors set up pop-up bottling at event venues, customize flavors locally, and capture surge demand you can't touch. #sie_us #sie_HM pic.twitter.com/ZtASLKAzgXThe real cost of centralized manufacturing is the missed opportunities. Partner content with @Siemens
. While you ship Gatorade nationwide, competitors set up pop-up bottling at event venues, customize flavors locally, and capture surge demand you can't touch. #sie_us #sie_HM
