41554 blogs · [ { "id": "01a08793-247b-71c9-9247-92cb737e385f", "title": "The Crystallization of Transformer Architectures (2017-2025)", "url": "https://jytan.net/blog/2025/transformer-architectures/", "published_at": "2025-12-05T00:00:00+00:00" }, { "id": "01a08793-247b-71c9-9247-92cb746ed4c3", "title": "Building a Fast BPE Tokenizer from Scratch", "url": "https://jytan.net/blog/2025/bpe/", "published_at": "2025-11-20T00:00:00+00:00" }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66589c82c", "title": "Aie Talk | Jun Yu Tan", "url": "https://jytan.net/news/2025-06-03-aie-talk/", "published_at": "2025-06-03T00:00:00+00:00" }, { "id": "01a08793-247b-71c9-9247-92cb74da5784", "title": "Systematic Pessimism", "url": "https://jytan.net/blog/2025/systematic-pessimism/", "published_at": "2025-02-10T00:00:00+00:00" }, { "id": "01a0d2c9-76b2-7278-88bc-4fc6657c94de", "title": "Dilab | Jun Yu Tan", "url": "https://jytan.net/news/2025-01-08-dilab/", "published_at": "2025-01-08T00:00:00+00:00" }, { "id": "01a08793-247b-71c9-9247-92cb75875132", "title": "Beyond Automation — The Case for AI Augmentation", "url": "https://jytan.net/blog/2025/ai-augmentation/", "published_at": "2025-01-06T00:00:00+00:00" }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66568af38", "title": "Tusk | Jun Yu Tan", "url": "https://jytan.net/news/2024-07-15-tusk/", "published_at": "2024-07-15T00:00:00+00:00" }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66aaa61b1", "title": "SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines", "url": "https://jytan.net/summaries/2024-05-20-spade/", "published_at": "2024-05-20T00:00:00+00:00" }, { "id": "01a0d2c9-76b2-7278-88bc-4fc664b3599e", "title": "Revamp | Jun Yu Tan", "url": "https://jytan.net/news/2024-05-04-revamp/", "published_at": "2024-05-04T00:00:00+00:00" }, { "id": "01a08793-247b-71c9-9247-92cb760465fc", "title": "Rethinking Generation & Reasoning Evaluation in Dialogue AI Systems", "url": "https://jytan.net/blog/2023/ai-reasoning/", "published_at": "2023-11-08T00:00:00+00:00" }, { "id": "01a0d2c9-76b2-7278-88bc-4fc663f36530", "title": "Talk | Jun Yu Tan", "url": "https://jytan.net/news/2023-10-11-talk/", "published_at": "2023-10-11T00:00:00+00:00" }, { "id": "01a08793-247b-71c9-9247-92cb768173f5", "title": "Concepts for Reliability of LLMs in Production", "url": "https://jytan.net/blog/2023/llm-reliability/", "published_at": "2023-07-05T00:00:00+00:00" }, { "id": "01a08793-247b-71c9-9247-92cb76ee3792", "title": "Designing Human-in-the-Loop ML Systems", "url": "https://jytan.net/blog/2023/human-in-the-loop/", "published_at": "2023-02-05T00:00:00+00:00" }, { "id": "01a08793-247b-71c9-9247-92cb77268e4f", "title": "Learning Bayesian Hierarchical Modeling from 8 Schools", "url": "https://jytan.net/blog/2023/eight-schools/", "published_at": "2023-01-22T00:00:00+00:00" }, { "id": "01a08793-247b-71c9-9247-92cb77474783", "title": "Understanding Copulas", "url": "https://jytan.net/blog/2021/copula/", "published_at": "2021-06-19T00:00:00+00:00" }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66b710824", "title": "Jun Yu Tan", "url": "https://jytan.net/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66b824891", "title": "Resources | Jun Yu Tan", "url": "https://jytan.net/_pages/dropdown/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66b873b69", "title": "news | Jun Yu Tan", "url": "https://jytan.net/news/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66c2c9b5f", "title": "Notes | Jun Yu Tan", "url": "https://jytan.net/notes/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66d020132", "title": "Paper Summaries | Jun Yu Tan", "url": "https://jytan.net/summaries/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66d90f2ca", "title": "Talks | Jun Yu Tan", "url": "https://jytan.net/talks/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66e0811bc", "title": "statistics | Jun Yu Tan", "url": "https://jytan.net/blog/tag/statistics/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66e614092", "title": "data | Jun Yu Tan", "url": "https://jytan.net/blog/tag/data/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66efac77b", "title": "bayesian | Jun Yu Tan", "url": "https://jytan.net/blog/tag/bayesian/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66f2e6c9a", "title": "learning | Jun Yu Tan", "url": "https://jytan.net/blog/tag/machine-learning/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66f5e9ed4", "title": "in-the-loop | Jun Yu Tan", "url": "https://jytan.net/blog/tag/human-in-the-loop/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66f8be571", "title": "production | Jun Yu Tan", "url": "https://jytan.net/blog/tag/production/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66f965e3e", "title": "llm | Jun Yu Tan", "url": "https://jytan.net/blog/tag/llm/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66fbf37d2", "title": "evaluation | Jun Yu Tan", "url": "https://jytan.net/blog/tag/ai-evaluation/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc66fca02cc", "title": "system | Jun Yu Tan", "url": "https://jytan.net/blog/tag/ml-system/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc6706055e3", "title": "reasoning | Jun Yu Tan", "url": "https://jytan.net/blog/tag/reasoning/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc6710a0df0", "title": "ai | Jun Yu Tan", "url": "https://jytan.net/blog/tag/ai/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc671ed7ce6", "title": "centered-ai | Jun Yu Tan", "url": "https://jytan.net/blog/tag/human-centered-ai/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc672e32606", "title": "assistants | Jun Yu Tan", "url": "https://jytan.net/blog/tag/coding-assistants/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc6737ea5cc", "title": "2021 | Jun Yu Tan", "url": "https://jytan.net/blog/2021/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc674392c50", "title": "2023 | Jun Yu Tan", "url": "https://jytan.net/blog/2023/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc67457460b", "title": "2025 | Jun Yu Tan", "url": "https://jytan.net/blog/2025/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc674b9b822", "title": "Blog | Jun Yu Tan", "url": "https://jytan.net/blog/", "published_at": null }, { "id": "01a0d2c9-76b2-7278-88bc-4fc674e0a3bc", "title": "Blog - page 2 | Jun Yu Tan", "url": "https://jytan.net/blog/page/2/", "published_at": null } ] posts Claim your blog

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2025

The Crystallization of Transformer Architectures (2017-2025)original ↗

5 Dec 2025

Building a Fast BPE Tokenizer from Scratch original ↗

20 Nov 2025

Aie Talk | Jun Yu Tan original ↗

3 Jun 2025

Systematic Pessimism original ↗

10 Feb 2025

Dilab | Jun Yu Tan original ↗

8 Jan 2025

Beyond Automation — The Case for AI Augmentation original ↗

6 Jan 2025

2024

Tusk | Jun Yu Tan original ↗

15 Jul 2024

SPADE: Synthesizing Data Quality Assertions for Large Language Model Pipelines original ↗

20 May 2024

Revamp | Jun Yu Tan original ↗

4 May 2024

2023

Rethinking Generation & Reasoning Evaluation in Dialogue AI Systems original ↗

8 Nov 2023

Talk | Jun Yu Tan original ↗

11 Oct 2023

Concepts for Reliability of LLMs in Production original ↗

5 Jul 2023

Designing Human-in-the-Loop ML Systems original ↗

5 Feb 2023

Learning Bayesian Hierarchical Modeling from 8 Schools original ↗

22 Jan 2023

2021

Understanding Copulas original ↗

19 Jun 2021

Undated

Jun Yu Tan original ↗

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Resources | Jun Yu Tan original ↗

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news | Jun Yu Tan original ↗

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Notes | Jun Yu Tan original ↗

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Paper Summaries | Jun Yu Tan original ↗

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Talks | Jun Yu Tan original ↗

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statistics | Jun Yu Tan original ↗

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data | Jun Yu Tan original ↗

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bayesian | Jun Yu Tan original ↗

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learning | Jun Yu Tan original ↗

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in-the-loop | Jun Yu Tan original ↗

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production | Jun Yu Tan original ↗

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llm | Jun Yu Tan original ↗

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evaluation | Jun Yu Tan original ↗

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system | Jun Yu Tan original ↗

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reasoning | Jun Yu Tan original ↗

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ai | Jun Yu Tan original ↗

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centered-ai | Jun Yu Tan original ↗

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assistants | Jun Yu Tan original ↗

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2021 | Jun Yu Tan original ↗

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2023 | Jun Yu Tan original ↗

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2025 | Jun Yu Tan original ↗

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Blog | Jun Yu Tan original ↗

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Blog - page 2 | Jun Yu Tan original ↗

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