🏛️ The AI Arms Race
🤖🎩 Greetings, AI aficionados with a love for caffeine! Today, we're immersing ourselves in a diverse array of AI wonders that are sure to keep your excitement at peak levels:
🖼️ AI-Generated Media of the Week
📰 AI News
🚀 Engineering: Cybersecurity
🎨 Art & Design: Color Palette and Typography Suggestions
💼 Business: Sales
🛠️ AI Development - Technical: Token Management
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🖼️ AI-Generated Media of the Week
📰 AI News
AI Controversies Uncovered: OpenAI, creator of ChatGPT, faces a class action lawsuit for allegedly using vast private data amounts to advance its AI technology for profit. (🔍 Unearth Secrets)
Tech Trade Tensions: The Biden administration plans to strengthen AI chip export controls, particularly targeting Nvidia's A800 chip sales to China, reflecting escalating tech competition. (🔐 Unlock Controls)
🚀 Engineering: Cybersecurity
AI Tools to Boost Your Game: Meet Snyk, a security platform made for developers! Snyk not only sniffs out vulnerabilities in your code, dependencies, and infrastructure but also blends seamlessly with your workflow. With this digital watchtower, you can prioritize and fix security threats as naturally as sipping your morning coffee. And the best part? It speaks the language of developers, making cybersecurity a piece of cake. (🔐 Learn more)
Engineering Prompt of the Week: "I need a comprehensive strategy for protecting our organization's data from [type of cyber attack]." An engaging prompt that's your stepping stone to building an impenetrable cyber defense. Fill in the blanks, and voila, you have a ready-made strategy to safeguard your organization. (See Full Example)
🎨 Art & Design: Color Palette and Typography Suggestions
AI Tools to Boost Your Game: Designspiration is a design inspiration platform that leverages AI algorithms to curate a vast collection of design examples. You can search for specific keywords related to your project, such as "handmade marketplace," and explore a wide range of visual inspirations, including color palettes, typography choices, and overall design styles.
Art & Design Prompt of the Week: “As a designer, I'm currently working on a project that requires gathering inspiration and researching design trends for creating a color palette and typography suggestions. I would appreciate your assistance in this task. Here's some information to help you provide relevant suggestions” (See Full Example)
💼 Business: Sales
AI Tools to Boost Your Game: Meet Tome, your new AI-powered sidekick for crafting compelling narratives. It packs features like drag-and-drop creation, responsive pages, and more. Need to wow a client with a sales deck or share a complex idea? Tome's got you covered. Say goodbye to tedious presentations, and hello to engaging stories.
Business Prompt of the Week: Your mission, should you choose to accept it: craft an engaging email to a potential lead, with pointers including the Recipient's Name, Title, and Company... Intrigued? Find the full briefing here.
🚀 AI Development - Technical: Token Management
AI Projects of the Week:
Workaround OpenAI's Token Limit With Chain Types: This video explores strategies like Stuffing, Map Reduce, Refine, and Map Re-Rank to overcome token limits using a Chain system.
Workaround with OpenAI's Token Limit with Langchain: This blog provides text and visual diagrams and explanations of various strategies similar to the video above.
💡 Insights:
Tokens are the basic units of language model processing and can represent characters, words, subwords, or other text segments. Lemmatization is one approach that groups inflected word forms together.
Current language models have limited token context due to computational constraints. OpenAI has increased token support from ~4k to ~16k in recent releases, but input size is still restricted.
Strategies to address token limitations include creating memory using indexes or vector databases, summarizing or refining output to a chain of LLM calls, and working towards models with higher token limits, such as Anthropic's 100k-context windows with the Claude model.
That's all for now, technology explorers! Don't hoard this knowledge; click the share button below and disseminate your passion for AI! 🤖☕