Week 46 · November 9–15, 2026

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Papers, releases and threads for the week. Filter by AI, compilers, robots, or math & physics.

Math & Physics
YouTube · Video

SmallCollections.jl: variable-length collections that don't allocate | Franz | JuliaCon Global 2026

The Julia Programming Language · 27 min · 2026-11-11

Compilers
YouTube · Video

Ask the Experts: Dory Looped Transformer Model | Nemotron Labs

NVIDIA Developer · 49 min · 2026-11-11

AI
YouTube · Video

Local AI 301: Quantization

Hugging Face · 94 min · 2026-11-11

Math & Physics
YouTube · Video

Equivariant Minimal Surfaces and The Allen-Cahn Equation - Jared Marx-Kuo

Institute for Advanced Study · 54 min · 2026-11-10

AI
YouTube · Video

LLMs for Agent Builders: Context Engineering | Stanford CS329Z Lecture 2 with Michael Ryan

Stanford Online · 77 min · 2026-11-10

Robots
arXiv · Paper

Is Your Robot's Memory Just a Clock? Temporal Shortcuts in Memory-Augmented VLA Policies

arXiv 2611.14488 · cs.RO · Nov 10

Compilers
arXiv · Paper

CFGKAT: A Complete Calculus for Non-Local Control Flow

arXiv 2611.14201 · cs.PL · Nov 10

Ai Math
arXiv · Paper

Two Communities, One Problem: Branch-and-Bound vs. A* for Resource-Constrained Project Scheduling

arXiv 2611.14426 · math.OC · cs.AI · Nov 10

Math & Physics
arXiv · Paper

Neural network scaling and generalization for 3D strain fields in heterogeneous materials

arXiv 2611.14158 · physics.comp-ph · cs.CE · Nov 10

Math & Physics
arXiv · Paper

Physics-informed Bayesian optimization of high-order harmonic generation in gases

arXiv 2611.14119 · physics.optics · physics.comp-ph · Nov 10

Compilers
arXiv · Paper

Secure Information Flow in Quantum Programs

arXiv 2611.14147 · quant-ph · cs.CR · cs.PL · Nov 10

Compilers
arXiv · Paper

Performance Portability Explained: Insights from accelerating ICON microphysics

arXiv 2611.14204 · cs.DC · cs.PF · cs.PL · Nov 10

AI
GitHub · Release

llama.cpp b12284

Nov 11 · Adds OCP FP8 support on CUDA, including FP8 paths for GEMV.

Robots
GitHub · Release

LeRobot v0.7.0

Nov 5 · Latest LeRobot release, with an accompanying post on the Hugging Face blog.

Math & Physics
GitHub · Release

Qiskit 2.6.2

Nov 5 · Patch release: safer QPY loading, QASM3 export of decomposed gate params, and a recursion-limit fix.

Compilers
GitHub · Release

LLVM llvmorg-23.1.5

Nov 3 · Point release for the 23.1 line, with packaged Linux builds and backend fixes.

AI
GitHub · Release

vLLM v0.33.0rc3

Nov 2 · Release candidate: 927 commits from 389 contributors, including new models such as Reflection Beam-1.0.

Math & Physics
GitHub · Release

Julia v1.10.13

Nov 2 · Thirteenth patch on the 1.10 LTS line.

AI
HN · Thread

AI usage generates a fragile codebase

Hacker News · 420 comments · 402 points

AI
HN · Thread

Apple has new Mac app coming to make running local AI models easy

Hacker News · 320 comments · 114 points

AI
HN · Thread

After 7 months, Glasswing overwhelms maintainers with underwhelming findings

Hacker News · 120 comments · 286 points

AI
HN · Thread

An Open Field Guide to Inference Engineering

Hacker News · 8 comments · 73 points