<![CDATA[Stories by Jackson MZ on Medium]]> https://medium.com/@tianhaozhou?source=rss-9681ff29fecf------2 https://cdn-images-1.medium.com/fit/c/150/150/1*4CKiRFdBNtuP1rNs0zPJiw.png Stories by Jackson MZ on Medium https://medium.com/@tianhaozhou?source=rss-9681ff29fecf------2 Medium Sun, 15 Nov 2026 08:25:26 GMT <![CDATA[Transition to AI engineer in 2026]]>

Landscape is changing fast and here are some recent datapoints

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]]> https://tianhaozhou.medium.com/transition-to-ai-engineer-in-2026-32535fa24ca5?source=rss-9681ff29fecf------2 https://medium.com/p/32535fa24ca5 Thu, 04 Jun 2026 05:39:40 GMT 2026-06-04T05:39:40.281Z <![CDATA[Cosmos 3 world model in 5 min]]>

A capable world model, but more importantly a starting point for modality unification.

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]]> https://tianhaozhou.medium.com/cosmos-3-world-model-in-5-min-7ff0feeb0731?source=rss-9681ff29fecf------2 https://medium.com/p/7ff0feeb0731 Wed, 03 Jun 2026 18:01:53 GMT 2026-06-03T18:01:53.579Z <![CDATA[Gemma 4 MTP Explained in 5 minutes]]>

Context → innovation → implementation

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]]> https://tianhaozhou.medium.com/gemma-4-mtp-explained-in-5-minutes-0b12ad381240?source=rss-9681ff29fecf------2 https://medium.com/p/0b12ad381240 Tue, 02 Jun 2026 05:52:19 GMT 2026-06-02T05:52:19.693Z <![CDATA[To 10X my AI coding experience, I built a markdown previewer]]>

Not any previewer, a CLI TUI previewer

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]]> https://tianhaozhou.medium.com/to-10x-my-ai-coding-experience-i-built-a-markdown-previewer-b9d3074eab6b?source=rss-9681ff29fecf------2 https://medium.com/p/b9d3074eab6b Fri, 24 Apr 2026 15:20:04 GMT 2026-04-24T15:20:04.395Z <![CDATA[DeepSeek’s mHC Reading Notes]]>

Some of my learnings and confusions, hope it helps you as well

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]]> https://tianhaozhou.medium.com/deepseeks-mhc-reading-notes-7478d6b0083f?source=rss-9681ff29fecf------2 https://medium.com/p/7478d6b0083f Fri, 02 Jan 2026 18:02:19 GMT 2026-01-02T18:02:19.421Z <![CDATA[Practical Guide to LLM: Code for Model Experiments]]>

Code snippets to enable experiments with model internals (using Gemma 3 as an example).

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]]> https://tianhaozhou.medium.com/practical-guide-to-llm-code-for-model-experiments-8b9148ef5eda?source=rss-9681ff29fecf------2 https://medium.com/p/8b9148ef5eda Mon, 07 Apr 2025 07:36:08 GMT 2025-04-07T07:36:08.697Z <![CDATA[Practical Guide to LLM: Prefill & Decode Disaggregation]]>

Intuition and implementation under 99 lines

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]]> https://tianhaozhou.medium.com/practical-guide-to-llm-prefill-decode-disaggregation-bd7f9ee4eaf5?source=rss-9681ff29fecf------2 https://medium.com/p/bd7f9ee4eaf5 Sat, 05 Apr 2025 06:04:05 GMT 2025-04-05T06:04:05.262Z <![CDATA[Practical Guide to LLM: Positional Encoding]]>

Overview of commonly used PE techniques and some code

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]]> https://tianhaozhou.medium.com/practical-guide-to-llm-positional-encoding-1fb3688d5218?source=rss-9681ff29fecf------2 https://medium.com/p/1fb3688d5218 Tue, 25 Mar 2025 17:45:02 GMT 2025-03-25T17:45:02.920Z <![CDATA[Practical Guide to LLM: HBM Cost Estimation]]>

A quick way to estimate how many GPUs are needed

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]]> https://tianhaozhou.medium.com/practical-guide-to-llm-hbm-cost-estimation-acb6f95f1a86?source=rss-9681ff29fecf------2 https://medium.com/p/acb6f95f1a86 Sat, 22 Mar 2025 07:13:41 GMT 2025-03-23T04:22:58.290Z <![CDATA[Practical Guide to LLM: Prefill & Decode]]>

Intuition, some code and some subtle details

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]]> https://tianhaozhou.medium.com/practical-guide-to-llm-prefill-decode-6441b0be6693?source=rss-9681ff29fecf------2 https://medium.com/p/6441b0be6693 Fri, 21 Mar 2025 06:19:27 GMT 2025-04-05T06:06:10.409Z