Scariest part about AI It won't even ask for PTO 🙂

I was struggling with jupyter notebooks, chatbot conversations and data not behaving like I wanted to so I opened a query with "Hello chatbot, my old friend. I've come to talk to you again" and it replied something that showed it got the reference. Long story short, here you have a slightly personal adaptation of a classic. And an image to illustrate it. “The Sound of Python” (to the tune of Simon & Garfunkel’s classic) Hello chatbot, my old friend, I've come to query you again. Because my dataset, gently sprawling, Left me broken, lost, and crawling. And the errors that were printed on my screen, So obscene, Still haunt the bounds of Python. In restless loops I code alone, Through endless cells and monochrome. 'Neath the glow of dashboard blinking, I wrestled data without thinking. When my plots were formed by lines like tangled wire, Grim and dire, They screamed the sound of Python. And in the graph-light I saw, Ten thousand towns, perhaps more. Towns collecting without sharing, Regions clustering without caring. Plots that look like ink spills bleeding on my screen, Quite routine, Within the bounds of Python. “Fool,” said I, “you do not know, Rural, urban, waste will show.” “Read my plots so I might teach you, AI’s whispers might just reach you. ”But my charts like paper burned and fell in vain, Still remain, To mock the sound of Python. And the people bowed and prayed, To the spreadsheets they had made. And the chart flashed out its warning, In the pixels it was forming. And the code said, “The answers lie within your frame, All the same, Just trust the sound of Python.”

|| Personal Opinion || My favourite right now - > Windsurf + Claude Code with https://github.com/SuperClaude-Org/SuperClaude_Framework and the hooks /sc:explain, /sc:troubleshoot, /sc:implement etc ... if you are into Vibe coding this may be something worth looking into. The downside of the Claude Code is the cost of the API, but there are a couple work arounds this with using other language models if you choose. What are tools are you using and why?

Just stumbled onto a concept that quietly blew my mind: Hybrid reasoning models. These new AI systems are designed to switch between lightning-fast responses and deep logical analysis, depending on the task. It’s like having a digital brain that toggles between gut instinct and deep thinking. Models like Claude 3.7 Sonnet and IBM’s Granite 3.2 are testing this out and it’s not just faster or smarter, it’s flexible. Imagine telling your AI, “Think slow and deep about this investment,” or “Just give me a quick answer for now.” Kind of wild, right? Makes me wonder how would this shape something like creative storytelling or portfolio management? 👀 Food for thought.

So this happened 😂 https://www.npr.org/2025/07/09/nx-s1-5462609/grok-elon-musk-antisemitic-racist-content As funny as it may be, this shows the powers of AI and why it’s important to test and build responsible AI. With great power comes stuff or something.