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Turn AI Chaos Into Clarity

🤹♀️ Understanding and planning for AI can be complex and overwhelming. Trying to keep up with AI's advancements feels 'chaotic'. Here's my TL;DR (too long; didn't read) update of development trends emerging with the improved LLM capabilities announced last week: 🤔 Improved reasoning: Recent LLMs like GPT-4o, Gemini 1.5 Pro, Claude 3 Opus, and Llama 3-70B have enhanced their reasoning abilities, allowing them to better understand and follow complex instructions to complete tasks. This makes them more reliable for sophisticated business needs. 📚 Longer input context windows: These models can now accept much longer inputs (tokens), enabling developers to provide more detailed instructions ('mega-prompts') and more examples (many-shot learning), which improves the model's accuracy and adaptability to specific tasks. This reduces the need for extensive fine-tuning and accelerates development cycles. 🎨 Multimodal Large Language Models (MLLMs): The emerging frontier of AI is MLLMs that can process and generate multiple data types(e.g., images, audio, video, and text), resulting in models capturing a more complete understanding of complex, real-time information. This will help businesses create AI that interacts with customers more naturally, requiring less experience with the technology to use it effectively across many tasks. 🤖 Agents / Agentic UX: AI agents are defined as artificial entities that can observe the environment, make decisions and take actions using available tools. Instead of relying on customers to think, plan, and navigate their 'job to be done' as a solo digital experience, businesses can use agents to deliver 'assisted experiences' (i.e., Copilot) that feel more intuitive and require less cognitive 'lifting', e.g., analysis, decision-making, creative, workflow, etc. 🤝 At Why of AI, we’re on a mission to turn AI chaos into clarity by helping organizations map their top needs to the right AI opportunities. Get in touch to discuss how we can help you unlock AI's potential and accelerate your AI journey.

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