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Workshop Highlights - Build AI Apps using Google AI Studio & Gemini AI

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Harsh Dattani's ~60-minute walkthrough of Google AI Studio during the workshop " Build AI Apps using Google AI Studio & Gemini AI " provides all the essentials you need to get started. Topics covered: Google AI Studio -browser-based IDE for prototyping with generative models Gemini AI - lets you access the latest generative models from Google API key - prerequisite for building apps with Gemini AI Prompt engineering Prompt Gallery  - examples of what's possible with Gemini models Fine tuning  - provides a mechanism for curating output when you have a small dataset of input/output examples System Instructions - for developers to manage prompts  idx.dev - cloud-based IDE for building Web, Android apps Focus of the workshop is on the inner loop of software development Google AI Studio provides several interfaces for prompts that are designed for different use cases Google AI Studio is a good starting point for beginners and small-scale projects, while Vertex AI St
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AI - Reflections & Perspectives

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Image generated by AI * "AI is comparable in scale to the Industrial Revolution or electricity, or even the wheel". - Geoffrey Hinton, Godfather of Deep Learning * "The hottest new programming language is English" -  Andrej Karpathy * "Treat AI assistants as a slightly-drunk knowledgeable friend" - Richard Seroter * "No matter how valuable your skills are in the market today, they may or may not be highly valued by the market over the course of your lifetime. With artificial intelligence (AI) threatening to devalue entire categories of human work, we need to be more purposeful in recognizing a key distinction: the market value of a set of skills is not the same as its human value.  ...the US has become a service economy.  Many people still don’t recognize caregiving, for example — whether for the very young or very old — as a particularly skilled profession. This is mistaken. Anyone who has ever had a teacher who changed the course of their life simpl
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This Week I Learned - Week #43 2024

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This Week I Learned -  * Claude.ai, Replit.com, Bolt.new, V0.dev, Pythagora.ai and a few other tools write and deploy code just based on a prompt.   * "We ( Thoughtworks ) see some antipatterns starting to appear in the hyperactive AI space, including the mistaken notion that humans can fully replace pair programming with AI as the companion, overreliance on coding assistance suggestions, code quality issues with generated code and faster growth rates of codebases. AI tends to solve problems via brute force rather than use abstractions, such as using dozens of stacked conditionals rather than the Strategy design pattern. The code quality issues in particular highlight an area of continued diligence by developers and architects to make sure they don’t drown in "working-but-terrible" code. Thus, team members should double down on good engineering practices — such as unit testing, architectural fitness functions and other proven governance and validation techniques — to ma
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