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  1. The 7 best QuickBooks alternatives in 2026

    Zapier’s roundup lists seven QuickBooks alternatives, summarizing each tool’s standout feature, pricing, and pros/cons for freelancers and small businesses. The guide helps readers pick a free or low‑cost accounting solution based on specific needs.

    Zapier Engineeringzapier.com13 min
  2. Towards a Deterministic Math Solver for Clinical Language Models

    The paper proposes a Program‑Solve interface where LLMs emit Python code that a sandboxed executor runs, making arithmetic deterministic for clinical calculators. Experiments show the approach boosts a 32B model’s accuracy on a verified benchmark, but coverage and upstream extraction remain limiting factors.

    Hugging Face Daily Papersarxiv.org1 minpaper
  3. From error mitigation to fault-tolerant quantum computing

    IBM’s blog outlines a practical continuum from quantum error mitigation to fault‑tolerant error correction, highlighting hybrid spacetime codes that achieve ~10× effective error‑rate reduction (64 logical qubits on 76 physical qubits) and a 63× sampling‑overhead cut versus pure mitigation. It describes how post‑selected QEC combined with probabilistic error cancellation, dynamic circuits, and a n…

    IBM Researchibm.com10 min
  4. Faster Maps: Chasing Swiss Speed

    ParparVM’s HashMap suffered catastrophic miss latency due to linear probing on dense integer keys. By adopting CPython‑style perturbed probing (Swiss‑table style) and extending tagged immediate values to more primitives, miss latency dropped from 32 s to ~45 ms, allocation pressure fell dramatically, and overall performance stayed roughly flat despite a modest hit‑time slowdown.

    CodeName Onecodenameone.com8 min