I am a technologist who builds complex systems and products across both mature companies and startups. I am currently the Founder & CEO of FuSearch and a co-founder of NumberTheoryRobot.
Zhanliang Liu 👋🏻
Founder & CEO @ FuSearch · Co-founder @ NumberTheoryRobot
Field notes from the early days of the intelligence revolution.
Start here
- ChatGPT and the Dawn of a New EraOn November 30, 2022, OpenAI released ChatGPT. In hindsight, that day may mark the beginning of the Fourth Industrial Revolution.
- What Comes After AGI? DeepMind's “From AGI to ASI”A short introduction to a new DeepMind report by Shane Legg and colleagues, which asks how AI might keep developing once it reaches human-level intelligence.
Notes
See all notesPaper notes
See all paper notes- Two Brains for a Self-Evolving AgentSiru Ouyang et al. · Google Cloud AI Research · UIUC · MIT · 2026
Latest posts
See all posts- UIE - Universal Information ExtractionUIE: a unified text-to-structure framework that models diverse information-extraction tasks and generates targeted structures on demand.
- Vector Search EngineVector search engines or vector databases are a core piece of infrastracture that fuels every big deep learning deployment in industry.
- Language Model Is All You Need — Explores NLU as MRC QAAmazon Alexa AI's paper "Language Model Is All You Need" reframes natural-language understanding as a question-answering problem.
- ⛵ Learning Meaning in Natural Language Processing — The Semantics Mega-ThreadNotes on a wide-ranging thread about meaning, semantics, and what language models actually learn — from entailment to co-reference.
- Filtered-Space Saving Top-KFiltered Space-Saving (FSS): a compact algorithm for estimating the top-k most frequent items in a data stream using constant memory.
Projects
See all projects- pullword: Unsupervised Word DiscoveryPullword would be used in settings where only unlabelled text data is available.
- FMR: functional meaning representationA formal language for representing meaning and a system for semantic parsing.
- gocc: Golang version OpenCC 繁簡轉換A Go port of OpenCC for converting between Traditional and Simplified Chinese, including regional idioms and phrase-level substitution.
- ling: A Natural Language Processing toolkit in GolangA lightweight NLP toolkit for tokenization, normalization, lemmatization, and part-of-speech tagging.
Recent talks
See all talks- 从AI到IA，知识图谱信息抽取在智能审单业务中的应用实践AI开发者大会2020
- 自然语言处理与行业应用世界人工智能融合发展大会
- 语义解析在智能搜索及AI行业落地等方向的应用第二十五届全国信息检索学术会议
Let's Connect
If you want to get in touch about something or just to say hi, reach out on social media or send me an email.
- github /
- linkedin /
- twitter /
- weibo /
- liang@zliu.org