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cover of episode Reflecting on AI news in 2021 (so far) with the host of the Towards Data Science Podcast

Reflecting on AI news in 2021 (so far) with the host of the Towards Data Science Podcast

2021/7/21
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Last Week in AI
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J
Jeremy
领导EAA飞行熟练度中心，推动飞行员培训和安全提升。
S
Sharon
国际仲裁专家，擅长复杂争端解决。
Topics
Jeremy: OpenAI 的 DALL-E 和 CLIP 模型展示了 AI 向多模态发展的趋势，通过结合语言模型和图像模型，实现了图像和文本的相互生成和理解。这种趋势源于对大规模模型和算力的依赖，而非更巧妙的算法。同时，这种发展也带来了 AI 安全和伦理方面的问题，需要在模型规模和安全之间取得平衡。 Andrei Krenkov 和 Dr. Sharon Zhou: 对 Jeremy 的观点表示赞同，并补充了 OpenAI 的发展策略以及对 AI 安全性的讨论。他们认为，OpenAI 的发展遵循了 Rich Sutton 的“苦涩教训”，即更强大的算力、更多的数据比更巧妙的算法更重要。同时，他们也讨论了独立研究者在 AI 安全研究中的作用以及模型的广泛传播带来的风险。 Andrei Krenkov: 就面部识别技术导致的错误逮捕案件，表达了对 AI 技术在实际应用中偏差和风险的担忧，特别是对少数族裔的不公平影响。 Dr. Sharon Zhou: 就面部识别技术导致的错误逮捕案件，表达了对 AI 技术在实际应用中偏差和风险的担忧，特别是对少数族裔的不公平影响。并进一步讨论了 AI 系统的公平性定义问题，指出机会平等和结果平等的差异，以及在实际应用中如何平衡AI技术与社会价值观。

Deep Dive

Chapters
The discussion explores the advancements in multimodal AI models, particularly OpenAI's Clip and DALL-E, highlighting their capabilities and the trend towards integrating different AI modalities.

Shownotes Transcript

2021 has been a bit less crazy than 2020 so far, but plenty of notable stuff has already happened. So, we decided to partner with our friends over at the Towards Data Science podcast, hosted by co-founder of ShapestMinds Jeremie Harris.

Specifically, we discuss: This avocado armchair could be the future of AI), For Its Latest Trick)

Facial-Recognition Tools in Spotlight in New Jersey False Arrest Case)

New' Nirvana Song Created 27 Years After Kurt Cobain's Death Via AI Software)

As well as the general trends these stories represent.

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Music: Deliberate Thought, Inspired by Kevin MacLeod (incompetech.com)