Show: Me, Myself, and AI · Publisher: MIT Sloan Management Review + BCG · Host: Sam Ransbotham, Shervin Khodabandeh
Episode URL: https://sloanreview.mit.edu/audio/an-industry-benchmark-for-data-fairness-sonys-alice-xiang
Publish date: 2026-03-10
Duration: NAs
Default source credibility: HIGH — MIT SMR + BCG joint production. Named F500 CxOs on-record about production AI deployments. Academic/consulting co-brand keeps claims disciplined. Host has light BCG framing; guest metrics stay HIGH.
- Sony’s Alice Xiang discusses the development of Phoebe, a benchmark for ethically sourced data in human-centric computer vision, addressing bias and fairness in AI models.
- Phoebe’s release has seen over 60 institutions download it, emphasizing the importance of ethical data collection and evaluation in AI.
- The challenges of data sourcing and ethical considerations in AI are highlighted, with Phoebe serving as a practical solution to improve fairness and mitigate bias.
Extracted quotes
| # | Credibility | Speaker | Org | Timestamp | Topic | Quote |
|---|---|---|---|---|---|---|
| 1 | HIGH | Alice Xiang (Global Head of AI Governance) | Sony | 17:16 | 02-corporate-tools | Phoebe is being used as well across Sony. Even before the launch, we tested it out with a number of our business units that are developing computer vision technologies. |
| 2 | HIGH | Alice Xiang (Global Head of AI Governance) | Sony | 12:46 | 07-adoption-challenges | We’ve seen a lot of great pickup, like even just in the first couple weeks of Phoebe’s release, there were over 60 different institutions downloading it, folks from academic institutions, industry and government institutions. |
Per-quote detail
1. Alice Xiang — Sony (17:16)
Phoebe is being used as well across Sony. Even before the launch, we tested it out with a number of our business units that are developing computer vision technologies.
- Credibility: HIGH — Named executive at Sony discussing internal use of Phoebe benchmark.
- Topic tag:
02-corporate-tools
2. Alice Xiang — Sony (12:46)
We’ve seen a lot of great pickup, like even just in the first couple weeks of Phoebe’s release, there were over 60 different institutions downloading it, folks from academic institutions, industry and government institutions.
- Stat: 60 different institutions downloaded Phoebe in the first couple weeks.
- Credibility: HIGH — Named executive at Sony discussing widespread adoption of Phoebe benchmark.
- Topic tag:
07-adoption-challenges
Extracted 2026-04-14T21:19:21 via scripts/podcast_mine.py (MLX mlx-community/Qwen2.5-32B-Instruct-4bit).