I vibe-coded a tiny SaaS for about a month with basically zero software background. It works well enough that real users are poking at it, which is exactly when the fun left the room. a dev friend asked one question that ruined my evening. Can user A change an ID in a request and see user B's records. I had no answer. Claude generated a lot of the app and I nodded along becuase the UI looked right. Tenant isolation is not a UI feeling. It is route checks, database policy, ownership, and all the ...
Many web designers overcomplicate the sales process. They schedule multiple meetings, wait for approval from the business owner, present pricing, and go back and forth before anything gets signed. The more steps you add, the slower you close deals and the less money you make. I decided to shorten the entire process. I’ve been running my web agency for four years, and the thing that has gotten be the most clients is email automation I’ve tried almost everything, but email automation has wo...
Anyone knows what this Aletheia Team is? https://preview.redd.it/g0h19kuty5eh1.png?width=1380&format=png&auto=webp&s=669eff0e5a7cf8d8e60875fe0b785df325ff2c0a
Was asking an AI chatbot to reformat some text for me today and caught myself typing please and thanks like I always do with people, even though I know it doesn't need it and probably doesn't even register as politeness to whatever's actually happening under the hood. Tried to stop doing it as an experiment, just gave blunt commands instead, and it felt weirdly uncomfortable, like I was being rude to something even though logically I know that doesn't make sense here. Went back to being polite...
One thing that stood out this week: TSMC posted record results, raised its 2026 outlook, increased capex, and said AI demand remains strong. Normally that would be exactly what AI investors want to hear. Instead, the semiconductor sector had one of its worst weeks in over a year. It feels like the debate has shifted from: to Curious if others see it the same way, or if you think this is just a normal correction after such a huge run.
Charting Models Against the 'Good Enough' AI Threshold The 'good enough' concept is the idea that technologies progress to the point where they work for most people. After that, further improvements produce diminishing returns. Here are a few examples: Can openers: Good enough Car tires: Good enough Email: Good enough Mobile phones: Good enough The list goes on. Have we reached the 'good enough' era in AI? Over the last 18 months or so, we've seen increasingly capable models...
32,070 alphabetic tokens from GPT-2-small's WTE, no forward pass and no context. Works on mobile. Pinch to zoom, tap a token to see its nearest connections, tap a neighbour to walk the graph. Search box to jump anywhere. Layout is t-SNE over a compressed representation of the embedding table; edges are a minimum spanning tree in that space, so every line is a real nearest-kin relationship,
Earlier this year, AI was like working with a recent intelligent technical college graduate who was answering questions and making good suggestions I didn’t think of. Recently, it is like I have an HR intern helping me. The AI assistant can’t answer science related questions, doesn’t suggest anything useful, asks chatty questions about what I think despite my instructions, formats wrong despite instructions, and is constantly telling me why I can’t search for or do something that is not even rem...
So am looking for more normal people, experienced people using AI, but I feel like whenever I hit youtube or other platforms the AI culture is way deep in the trenches and don't feel like this is how the majority of people tackle work, especially at their jobs. What I see is mostly solo-devs going full battlestar gallactica on things. And I just want to see other people, normal people talk about and show how they use these new tools. I'm also more interested in the first principles of things and...
Hello folks! I am Samay, founder of Prodigy. We're building an AI infrastructure that provides on-demand subagents who work like autonomous teammates alongside your team. How are we any different?
1. Our Prodigy brain indexes every bit of information from tools used by your company. This includes emails, documents, meetings, conversations, git work, CRM etc. The agents communicate with the brain instead of humans. 2. The Prodigy orchestrator spins up agents with designated roles and goals. Each ...
Building this system was a SLOW process. The culmination of the ultimate failure of my physics theory "Rotational Substrate Field Theory", which was a hard pill to swallow. It was months of work. Constant work. To see it all... just be wrong. I admitted the failure, in spite of myself, and then directly after I developed Prime-Dimensional Modular Theory as a diagnostic tool. This led to my discovery of certain mathematical laws that I had hitherto never been told about, which wit...
This environment is all text based. Crafted ads are injected with precision. How far are we from "every user in my feed is a bot" as part of complete ecosystem designed to extract/elicit responses/direct actions. Where each individual user is isolated. No real human to human communication is occurring just simulated communication? It's the death of the internet problem, right?