Thoughts, stories and news on AI universe

  1. Best AI for Coding — April 26, 2026

    As of April 2026, AI coding assistants have reached remarkable capability — with frontier models now resolving real GitHub issues autonomously at rates exceeding 85% on SWE-bench Verified. HumanEval has effectively

  2. Best Local AI by Hardware — April 25, 2026

    Running a capable LLM entirely on local hardware is now a realistic option for most developers — not just enthusiasts with server racks. In 2026, Qwen3 14B fits comfortably on a

  3. Best Cloud AI Value — April 25, 2026

    April 2026's best overall cloud AI value pick is DeepSeek V3.2: it delivers GPT-5.4-class quality at $0.28 input / $0.42 output per million tokens — roughly

  4. Best AI for Agentic Tasks — April 25, 2026

    Agentic AI has undergone a step-change in 2026: frontier models now complete multi-step autonomous tasks with near-human reliability, driven by advances in tool use, long-horizon planning, and error recovery. Claude

  5. Best AI for Coding — April 25, 2026

    As of April 2026, the AI coding landscape has reached a new peak of capability, with frontier models now resolving more than 80% of real-world GitHub issues on the demanding

  6. Best Local AI by Hardware — April 24, 2026

    Running large language models locally has never been more accessible. In April 2026, the combination of highly optimized quantization techniques, mature inference frameworks like Ollama and llama.cpp, and increasingly

  7. Best Cloud AI Value — April 24, 2026

    The cloud AI API market in April 2026 is defined by dramatic price compression at the budget end — DeepSeek V3.2 now undercuts GPT-4o-class performance at $0.14/$0.28

  8. Best AI for Agentic Tasks — April 24, 2026

    Agentic AI — models that autonomously use tools, browse the web, write and execute code, and complete multi-step tasks — has become the dominant frontier in AI capability research through early 2026.

  9. Best AI for Coding — April 24, 2026

    As of April 2026, the coding AI landscape has never been more competitive. Frontier models now clear 80% on SWE-bench Verified — a bar that seemed out of reach just two

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