VTVaibhav Tekamintech4biz-solutions.hashnode.dev·1h ago · 7 min readWho verifies the verifier, and why AI eventually needs a floor it cannot argue withThere is a question in AI right now that a whole research field has walked into from one side, and that I keep meeting from the other. The field is asking whether we can trust a model to judge another00
VTVaibhav Tekamintech4biz-solutions.hashnode.dev·Jul 16 · 8 min readAdd More Error Correction to a Quantum Computer and It Can Get Worse, Not Better. A quantum computer's raw qubits are unreliable, error-prone, noisy. To get one qubit you can actually trust, a "logical" qubit, you have to bundle dozens or hundreds of the noisy physical ones togethe00
VTVaibhav Tekamintech4biz-solutions.hashnode.dev·Jul 15 · 6 min readAsk Your AI Agent the Same Question Twice. If the Answers Differ, No Amount of Fine-Tuning Fixes That.A language model is probabilistic. Ask it the same question twice, worded exactly the same way, and you can get two different answers back. That's not a bug. That's what the model is. For a chatbot, n00
VTVaibhav Tekamintech4biz-solutions.hashnode.dev·Jul 14 · 8 min readAI Can Migrate Your COBOL to Java. It Can't Prove It Didn't Break Anything. We Built the Part That Does. Every bank, insurer, and government system running on a mainframe today is sitting on COBOL that nobody wants to touch and nobody can afford to leave alone. AI coding agents have made the migration it00
VTVaibhav Tekamintech4biz-solutions.hashnode.dev·Jul 13 · 6 min readA Layer of Dust Can Cut Your Solar Output by 25%. Every solar plant already measures itself. The inverters report power output, temperature, lifetime energy, every few seconds, in a standard protocol most of them already speak. The data is sitting ri00
