What is Week in Learning Bytes?
Vibe coding is reshaping who gets to participate in the digital economy - and which opportunities are worth pursuing.
https://linkblink.tech/shared/YjljZTFkMzEtNmM3MS00ODE2LWIxOGItOWFhODJiMmE2OWI5L2M3ZmVmODljLTg2YTEtNGNiOS1hZTc5LWM3OWM4MzUyZmVjYg==
AI safety is best understood as a technical practice and engineering discipline focused on ensuring that artificial intelligence systems behave as intended.
What does AI Model development life cycle look like? https://linkblink.tech/shared/YjljZTFkMzEtNmM3MS00ODE2LWIxOGItOWFhODJiMmE2OWI5Lzc0YWMzNmM5LWUxMjktNDVhMS1iZWQ4LTAwNTZlZjMyZmNiZA==
Explain what safe AI is, including its principles and definitions. https://linkblink.tech/shared/YjljZTFkMzEtNmM3MS00ODE2LWIxOGItOWFhODJiMmE2OWI5LzQ5ODM3ZmM1LWE2NmUtNDAyZC1iNWY3LTJlYWM0YTQ4NWIwZg==
How does the development life cycle of GenAI Transformer-based models look? How is testing done to ensure it adheres to the right principles and behaviors? https://linkblink.tech/shared/YjljZTFkMzEtNmM3MS00ODE2LWIxOGItOWFhODJiMmE2OWI5LzgxY2E0NTdhLTljYmYtNDc5Zi1iZWNjLWNiODc4ODdhMDM4Zg==
Monitoring dashboards, data drift detection, or walkthroughs of bias guardrail systems. https://linkblink.tech/shared/YjljZTFkMzEtNmM3MS00ODE2LWIxOGItOWFhODJiMmE2OWI5LzhkYWUzMzc2LTNlNWMtNDZmMS1hNzY3LTRmYzgxYTI2NWMyOA==
If I were to train a transformer model, what would the QA and testing pipeline look like to ensure it is safe? https://linkblink.tech/shared/YjljZTFkMzEtNmM3MS00ODE2LWIxOGItOWFhODJiMmE2OWI5LzUwMzY0YTFjLTQzNWItNDM0ZS1hMDA2LTQyNWIwY2MyYTFmMw==
Model production pipeline quality checks to assure that my model is safe. Please explain each step and metric in the process. https://linkblink.tech/shared/YjljZTFkMzEtNmM3MS00ODE2LWIxOGItOWFhODJiMmE2OWI5LzdhOGE5ODdlLThlOWItNGY5Yy1hNGRmLTcyMWY0Mjc2NDFmNw==
How are OpenAI, Anthropic, Google, and Meta engineering their AI development lifecycle to ensure high-quality models? https://linkblink.tech/shared/YjljZTFkMzEtNmM3MS00ODE2LWIxOGItOWFhODJiMmE2OWI5L2UwNDc1OWQwLWY0YTktNDg4ZS05YzUzLTAzZDU4YWQ1YTUzNg==
Explain the logistics of enhancements when a model is already running in production. What are the best practices? How are the Big Four companies managing this? https://linkblink.tech/shared/YjljZTFkMzEtNmM3MS00ODE2LWIxOGItOWFhODJiMmE2OWI5Lzk2MGFjZjhjLWVjNjUtNDg5NS04ZTcxLTAwMzk1M2ZlNzUwYg==
Explain the GenAI Development Lifecycle and focus on ensuring safe models and services. The principles and practices of testing and quality assurance. https://linkblink.tech/shared/YjljZTFkMzEtNmM3MS00ODE2LWIxOGItOWFhODJiMmE2OWI5L2QyZWJhYWI1LWRmNzAtNGMzNy1hMGI5LWQzZGFmODRiYzExYw==
Using the GenAI models to interact with users, what would be the typical safety net architecture within the application? https://linkblink.tech/shared/YjljZTFkMzEtNmM3MS00ODE2LWIxOGItOWFhODJiMmE2OWI5LzlmZGFiZTIyLTMxOWItNDU1Ny1iNDI0LTdlOGQ5YjRhYzU0YQ==
On how better AI has become over time and how safe the latest models are. https://linkblink.tech/shared/YjljZTFkMzEtNmM3MS00ODE2LWIxOGItOWFhODJiMmE2OWI5LzMxODg2NDM3LTY2ODAtNDEyMS1hNjRlLWNlY2JhYWU2MGE2OA==