Jae Oh Woo
Employers on the program
- 2025Amazon Web Services3 talks
The year around now
Talks in the past 12 months and announced talks ahead, one row per conference, January to December. Hover a mark for the talk.
Appearances by year
- AWS re:Invent
Talks
| Date | Event | Conference | Role | Title | Links |
|---|---|---|---|---|---|
| Dec 1, 2025 | AWS re:Invent 2025 | AWS re:Invent | chalk talk | Known Unknowns: Bayesian Multi-Path Framework for Uncertainty in LLMs as Amazon Web Services This session presents a novel Bayesian framework for quantifying uncertainty in enterprise large language models through multi-perspective reasoning. We…Show lessThis session presents a novel Bayesian framework for quantifying uncertainty in enterprise large language models through multi-perspective reasoning. We demonstrate how combining Bradley-Terry probability models with PageRank algorithms enables systematic decomposition of epistemic and aleatoric uncertainty patterns. | |
| Dec 1, 2025 | AWS re:Invent 2025 | AWS re:Invent | chalk talk | LLMs Reflecting on Reasoning: A Probabilistic VC-Theory Approach as Amazon Web Services As LLMs tackle increasingly complex reasoning tasks, can they accurately evaluate their own reasoning quality? | |
| Dec 1, 2025 | AWS re:Invent 2025 | AWS re:Invent | workshop | Robo-Reviewer: Building AI Video Evaluators with Bedrock as Amazon Web Services Video evaluation has traditionally been time-consuming, resource-intensive, and subjective. In this hands-on workshop, master the creation of an automated…Show lessVideo evaluation has traditionally been time-consuming, resource-intensive, and subjective. In this hands-on workshop, master the creation of an automated evaluation system using Amazon Bedrock. |
Frequent co-speakers
| Speaker | Shared events | Shared talks | Last together |
|---|---|---|---|
| baishali chaudhury | 1 | 1 | 2025 |
| Flora Wang | 1 | 1 | 2025 |
| Haochen Xie | 1 | 1 | 2025 |
Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.