Rule Engine + LLM Hybrid Architectures for Safer Code Generation

AI-generated code is no longer science fiction—it’s part of the modern developer’s toolkit. Tools like GitHub Copilot and ChatGPT have dramatically accelerated development workflows, automating boilerplate and suggesting complex algorithms in seconds. But as more engineering teams adopt LLMs (Large Language Models) for critical code generation, a hard truth emerges: LLMs are brilliant… but not … Read more

The Luigi Mangione legal saga

One year after the shooting of UnitedHealthcare CEO Brian Thompson in Manhattan, his alleged shooter, Luigi Mangione, faces charges of first and second degree murder, criminal possession of a weapon, stalking, forgery, and others.  Mangione has become a folk hero to many online, amid debates over wealth inequality, healthcare affordability, and even content moderation. His … Read more

OpenAI just made another circular deal

OpenAI announced an ownership stake in the private equity investment firm Thrive Holdings, whose parent company, Thrive Capital, is one of the main investors in, you guessed it, OpenAI. While OpenAI did not spend money on the ownership stake, according to an anonymous source cited by The Financial Times, the company announced it would provide … Read more

Apple AI chief steps down amid Siri struggles

Apple AI chief John Giannandrea is stepping down from his position, according to an announcement on Monday. The change comes as Apple struggles to get the launch of its AI-powered Siri back on track after delaying its launch earlier this year. Now, Amar Subramanya will serve as Apple’s vice president of AI. Subramanya spent 16 … Read more

GenAI-Referenced Media: A New Earned Media Tier That Impacts Generative Search and Answers

Generative AI is now a decision layer between your brand and your buyers. Large language models, like OpenAI, Google, Anthropic, and Perplexity, now mediate product research, vendor comparison, and category exploration across both consumers and enterprise workflows. Your PR team has a major opportunity in front of them, because earned media is one of the … Read more