Joyce Shen

08
Sep
Demystifying the Cap Table

Demystifying the Cap Table

One essential document in startup financing journey is the "Cap Table," short for Capitalization Table. While it may
2 min read
30
Aug

What does it take to lead early-stage investments?

Venture investing in the early stage is not for the faint of heart. It takes a lot of strategic and
1 min read
18
Aug

Joyce’s picks: readings in ML/AI , August 18, 2023

Spotify launched Confidence — an experimentation platform: blog and sign up for private beta. (link) “AI chatbot K Health picks up
17
Aug

Building a cyber defense fortress

Cyber attacks are getting out of hand, and every organization is vulnerable. Just looking at recent news: Clorox had to
1 min read
04
Aug

The Discipline of Business Updates

Sharing regular business updates is an important discipline for startups and management teams. For me, these regular updates come each
1 min read
29
Jul

Joyce’s picks: readings in ML/AI, July 28, 2023

“Aided by A.I. Language Models, Google’s Robots Are Getting Smart” (NYTimes) “AI search of Neanderthal proteins resurrects ‘extinct’
1 min read
23
Jul

Generative AI x Knowledge Graphs

Data wrangling tasks include data acquisition, data ingestion, data extraction, data cleaning, data transformation, exploratory data analysis, and data pipelining for ML tasks. Data variety, dimensionality, complexity, duplication, provenance can further complicate this data wrangling process.
1 min read
22
Jul

Joyce's picks - readings in machine learning /AI - July 21, 2023

Meta LLaMA — original blog (link) Meta and Microsoft Introduce the Next Generation of Llama (link) Most outsourced coders in India
1 min read
14
Jul

Joyce’s picks — readings in machine learning /AI

July 14, 2023 Nvidia deepens bets on AI in drug discovery with Recursion investment (Reuters) New York City’s AI
12
Jul

Bigger is not better in machine learning

I heard an interview today featuring the Chief Scientist of Mosaic ML. One of the things Jonathan Frankle said is
1 min read