Tag: ai research

2 entries tagged "ai research" — 1 post, 1 link.

Posts

Apr 14, 2026 — 4 min — Platform & AI

What AI Researchers Do That I Do Not

A short, honest read on what AI researchers actually do day to day, written from outside the role by an applied engineer who reads papers when the work demands it.

Outcome: Reader can distinguish AI research work from applied AI engineering work, decide which research outputs change their quarter and which do not, and avoid hiring or being hired against the wrong role description.

ai engineering ai research engineering discipline career

Links

Articlesakana.aiMar 29, 2026Permalink

An Evolved Universal Transformer Memory

Sakana AI

This is the primary source behind the memory-optimization link in the saved list. Sakana's Neural Attention Memory Models are interesting because they try to learn what a transformer should remember or forget rather than keeping every token equally alive.

Worth keeping, with caution. Memory savings are exciting, but production systems still need to ask what was discarded, when that is safe, and how failures show up in evaluation.

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