training

4 notes carry this tag — 3 claims, 1 capture. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

A Tier-1, non-vendor systems paper states as an unmeasured premise that LLM inference's computational demand exceeds training's — corroborating the disputed 'two-thirds' claim's direction, not its magnitude

claim seedling Tier 1 2026-08-12 · compute-economics, inference, training, unverified-premise, myth-ledger
Training pays for backpropagation's backward pass; inference runs the forward pass alone — the backward pass costs roughly 2x the forward, making training tokens ~3x inference tokens

claim budding Tier 1 2026-07-07 · training, inference, backward-pass, compute-economics, bridge-note
Capture: Re-sourcing the 2026 inference-vs-training compute share to primary sources (Epoch AI, Stanford HAI AI Index) — replacing Telnyx in V-001/V-002/V-011

capture promoted Tier 1 2026-07-06 · inference, training, compute-economics, epoch-ai, stanford-hai
In AI engineering, 'inference' means running a trained model on new input without updating its parameters

claim seedling Tier 3 2026-06-04 · AI, inference, LLM, training, forward-pass