<span class="vcard">/u/Raman606surrey</span>
/u/Raman606surrey

Claude made me realize most AI models optimize for confidence, not truth

People keep talking about benchmarks, censorship, refusals, personality, and “which AI is smarter,” but almost nobody talks about truthfulness in a practical way. Honestly, one thing I noticed while testing different models for coding, reasoning, and l…

What if i really wanna train an AI from scratch?

I got obsessed with this idea recently 😭 Not “build an AI app.” Not “connect GPT API.” I mean actually train a model. Like downloading datasets at 3AM, watching GPUs melt, fixing random CUDA errors for 6 hours straight, training for days just to realiz…

Why is AI training still so unfriendly for normal users?

Genuine question. Why does almost every AI training setup still feel extremely engineer-focused? Most tools I’ve tried expect people to already understand things like: CUDA VRAM LoRA settings Docker dependency issues quantization optimizers terminal co…

“AI engineers” today are just prompt engineers with better branding?

Hot take: A lot of what’s being called “AI engineering” right now feels like: prompt tweaking chaining APIs adding retries/guardrails Not actually building models or understanding them deeply. Don’t get me wrong—there’s real skill in making these syste…