AI Research Archive - Browse All ResearchAudio Articles & Insights

How Much VRAM Do 7B and 13B Models Need?

Aug 7, 2026

Six weight-and-cache scenarios show why parameter count alone cannot answer the GPU question.

16 Free AI Tools You Can Embed on Your Website

Aug 7, 2026

Copy one iframe. Give readers a working calculator, diagnostic, checklist, or command builder—without an account or API key.

gpt-oss 20B vs 120B Hardware Requirements: VRAM, RAM, and Context Math

Aug 6, 2026

The official checkpoints fit in 16 GB and 80 GB. Context, concurrency, and runtime reserve decide whether your deployment does.

Einstein Had No Error Signal

Aug 6, 2026

A DeepMind researcher asks whether a modern model, handed everything known in 1915, could have invented General Relativity. His answer is no. The reason is not scale, and it is not a benchmark. It is that the loss was already zero.

Qwen Scored 86.6. Vals Scored It 67.4.

Aug 5, 2026

Same Terminal-Bench, different timeouts. What that means for your own evals.

Voice AI Latency Budget: Fast and Slow Models in Parallel

Aug 4, 2026

Map endpointing, transcription, model branches, TTS, and playout before optimizing the wrong stage.

AI Cost per Successful Task: Retries and Human Review

Aug 4, 2026

How to calculate the real cost of an AI workflow after failed attempts, retry limits, and the human work required to approve an outcome.

AI Agent ROI Calculator Guide: Failure, Review, and Payback

Aug 4, 2026

A practical business-case model that prices coverage, failed automation, human review, recurring cost, and implementation payback.

Prompt Caching Cost Calculator

Aug 4, 2026

Cache reads are cheap. Cache misses may not be. Calculate the hit rate where caching starts paying for itself.

LLM API Cost Calculator

Aug 4, 2026

A vendor-neutral formula for turning token assumptions into a monthly API estimate.