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Jas: AI-Paired Engineering as a Revival of N-Version Programming

new Abstract: I report a case study in AI-paired software engineering: five working ports of a vector illustration application across Rust, Swift, OCaml, Python, and browser-based platforms, built by a single developer in approximately 120 evening hours. The methodology pairs AI-assisted implementation with two safeguards -- a precise executable YAML specification serving as the single source of truth, and parallel implementations functioning as a built-in differential-testing layer. The...

arXiv CS 1d ago

Pandoc Templates

Results A clean pandoc LaTeX template to convert your markdown files to PDF or LaTeX. It is designed for lecture notes and exercises with a focus on computer science. The template is compatible with pandoc 3.

Hacker News 11d ago

POISE: Position-Aware Undetectable Skill Injection on LLM Agents

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elasticAI.explorer: Towards a Unified End-to-End Framework for Hardware-Aware Neural Architecture Search

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AIP: A Graph Representation for Learning and Governing Agent Skills

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Chromap Suite: an open-source single-binary platform for agentic multiomic RNA + ATAC profiling

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bioRxiv 4d ago

The Speed of Prototyping in the Age of AI

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Hacker News 9d ago

CropCraft: A Procedural World Generator for Robotic Simulation of Agricultural Tasks

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Building iOS Apps with Doom Emacs

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Surrogate Neural Architecture Codesign Package (SNAC-Pack)

arXiv:2605.16138v2 Announce Type: replace Abstract: Neural architecture search (NAS) is a powerful approach for automating model design, but existing methods often optimize for accuracy alone or rely on proxy metrics such as bit operations (BOPs) that correlate poorly with hardware cost. This gap is particularly large for FPGA deployment, where cost is dominated by a multi-dimensional budget of lookup tables, DSPs, flip-flops, BRAM, and latency. We present the Surrogate Neural Architecture...

arXiv CS 5d ago