Hessie Jones is a strategist, investor and startup founder who writes about AI and transformation. She advocates for human-centered AI, education and the ethical distribution of artificial intelligence.
Hot New Trend Of Generative AI Taking Over Your Keyboard And Mouse To Do Your Work Is Awesome — Until It’s Not Women in AI Ethics
Data diversity and multilingual datasets play a vital role in minimizing AI-related harms. The challenge lies in optimizing large language models for various languages and cultural preferences while addressing both global and local issues.
Proton believes privacy is integral to AI models, and rather than AI models adding privacy components after the fact, they should be integrated into the technology from the beginning. For all Proton products, AI data is secure and will not be used for training without consent. When it comes to model training with sensitive information, Thaine reveals that data can be decoded from the embedding space and reveals much of the sensitive information which was used for training. She adds that PII in training data should be cleaned and/or anonymized prior to model training.
As female, persons-of-colour VC fund owners, the statistics are not surprising, however both contend that most deep tech companies do not have a DEI agenda. Melo, a former exited founder with a 13-year track record, leading software systems, machine learning design, and engineering across multiple sectors, acknowledged that MATR is a performance-based fund investing in late seed to Series A deep tech software companies led by inclusive teams.
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