The latest episode of Twin Sun Spotlight, hosted by Jami, delved into the fascinating world of Large Language Models (LLMs) and their application in business contexts beyond just chatbots. Jami simplified complex concepts, explaining how LLMs work, the importance of accurate prompting, and the constraint of 'context window.' The discussion highlighted the necessity of ascertaining whether a problem requires an LLM solution while outlining ideal scenarios that would benefit from LLMs. Real-world success stories from companies like Podcraftr and Objective Zero were shared to illustrate the benefits of effectively implemented LLM solutions. With crucial advice on starting small, tracking important metrics, and ensuring smooth workflow integration, Jami underscored that LLMs should be viewed as enhancement tools rather than magic solutions. As an informative wrap up, listeners were invited to explore LLMs’ potential to transform their business operations with Twin Sun.

• Think of language models like ChatGPT as a “calculator for words”
• Contact - Twin Sun Solutions

In this episode of Twin Sun Spotlight, host Jami explores the realm of artificial intelligence (AI) in software products and introduces a new framework, the AI Disclosure Decision Matrix (AIDDM). The AIDDM is devised to help determine the appropriateness and timing of disclosing AI usage in products, considering factors like user experience, cluttering of the interface, and the autonomy of the AI. This mechanism evaluates six key criteria: Agency, Creativity, Privacy, Impact, Opacity, and Integrity, each with three severity levels - low, medium, and high. Jami concludes by encouraging listeners to use the resources made available online to implement this framework and offering Twin Sun's expertise for personalized assistance.

• AI Disclosure Decision Matrix | Twin Sun
• AI Disclosure Decision Matrix - Google Sheets
• Why We Created Our AI Code of Ethics | Twin Sun
• Contact Us | Twin Sun
• Introducing the AI Disclosure Decision Matrix | Twin Sun

In this episode of Twin Sun Spotlight, Jami guides app developers through the importance of content moderation, explaining why major app store platforms require it, and the role of AI in improving this process. Using OpenAI's Moderation API, Jami reveals how they effectively implemented content moderation at Podcraftr, using proactive and reactive moderation techniques. Jami encounters the challenge of correctly flagging violent content, but learns that the issue is resolved by adjusting custom thresholds for each content category. The episode concludes with Jami sharing tips for implementing such systems, underscoring the importance of clear feedback and constant monitoring and adjustment. He encourages developers to create safe user environments, emphasizing the goal of content moderation is user trust, not just meeting app store requirements.

• https://platform.openai.com/docs/guides/moderation
• https://twinsunsolutions.com/blog/ai-moderation/

In this episode of Twin Sun Spotlight, host Jami explores the world of AI-driven development tools, spearheaded by OpenAI's ChatGPT and GitHub's Copilot. The tools evaluated are Cursor, GitHub's Copilot Workspace, and Solver. All three are tested under real-world scenarios involving content moderation failures and admin overrides for moderation failures. Each tool showcases its unique capabilities, with Cursor excelling in context addition, Copilot Workspace in detailed planning and development, and Solver in auto-iteration on tasks. Jami concludes that these tools, while individually impressive could, when integrated in a unified solution, bring about transformative advancements in the software development industry by streamlining workflows and freeing up developers to focus on more creative tasks.

• GitHub Next | Copilot Workspace
• Cursor
• Solver
• Exploring the Future of AI-Powered Development