1. **Tech Hiring Recovery**: Major tech firms are gradually increasing recruitment, particularly in AI roles, signaling a potential turnaround after a period of contraction in engineering and product positions. 2. **Columbia Student's AI Tool**: A suspended Columbia student developed an AI tool for aiding in interview responses and raised $5.3 million for its expansion, prompting ethical concerns about integrity in evaluations as it targets various credentialing processes. 3. **Challenges in AI Model Switching**: Replacing AI models involves significant changes that reveal the complexity and lack of modularity in foundational AI infrastructure, with hidden costs linked to engineering debt instead of usage fees, making the integration with LLM providers more permanent. 4. **ChatGPT User Identification Issues**: Users reported that ChatGPT identified them by name without prior personal input, raising concerns about privacy and the transparency of AI systems regarding data retention and surveillance implications. 5. **Supabase Funding and AI Infrastructure**: Supabase raised $200 million, achieving a $2 billion valuation, as it provides an open-source backend supporting AI workloads, reflecting a shift in developer preference towards modular, non-vendor-locking infrastructure solutions.