They Put 7 Attention Mechanisms on a Latin Square. Then Removed Them One by One.
Since GPT, nearly every Transformer repeats the same attention mechanism at every layer. Forty-eight identical blocks, differing only in learned wei…
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HarnessDev: Self-Evolving Agent Frameworks — How LLMs Build Their Own Infrastructure
HarnessDev: How LLMs Are Building Their Own Agent Frameworks ByteDance's Breakthrough in Self-Evolving Agent Systems Published: September 10, 2026 |…
Procedural Graphs: Self-Improving LLM Agent Execution Structures
Procedural Graphs: Self-Evolving Execution Structures for LLM Agents When AI Agents Start Writing Their Own "Brain Circuits" Published: September 10…
Navier–Stokes Blows Up, and the Blow-up Is a Vortex You Can Picture
On 8 September OpenAI published a proof that the three-dimensional incompressible Navier–Stokes equations can develop a singularity in finite time:…
FutureX · Physical AI Daily — Issue 65 (07/22)
Today's Highlights · Samsung establishes robotics division RX reporting directly to the CEO, poaches former Boston Dynamics strategy lead · AGIBOT (…
The Corpus Problem: Why Corporate AI Fails at Aristotle (And Why We Went Back to the Greek)
Corporate AI gives you sanitized Aristotle from English Wikipedia summaries. We went back to the actual polytonic Greek . Here's why that changes ev…
FutureX · Physical AI Daily — Issue 34 (06/21)
Today's Highlights · Hyundai Motor completes full acquisition of Boston Dynamics (SoftBank exits at ~ $325 million ); production-version Atlas is sc…
Paper 164 v0.1 — infinity-cosmoi Skeleton + Tetradic Completion of rhymeOrTheorem: 4-Step Continuation of Paper 163
This article is a re-publication of Rei-AIOS Paper 164 for the dev.to community. The canonical version with full reference list is in the permanent…
I ran an fMRI on LLMs: a concept is a direction, not a region
TL;DR I've been running an "fMRI for LLMs" — capturing the full internal activations of dense open models (Qwen2.5-7B, Gemma-2-9B, Gemma-4-12B) and…
Deep Inside the COM: Hunting the COM Global Interface Table (GIT)
If you've worked with classic Windows COM for any decent amount of time, you've almost certainly run into this frustrating reality: an interface poi…
A repeatable workflow for paper figures so you stop redrawing them every revision
If you've shipped a paper, you know the figure tax: you build a beautiful schematic, a reviewer asks you to move one box, and you spend an afternoon…
Paper 147 — Eight-Valued Utility and the Equity Premium Reframe (Rei-AIOS / OUKC)
This article is a re-publication of Rei-AIOS Paper 147 for the dev.to community. The canonical version with full reference list is in the permanent…