The Curse of Dimensionality: De-identification Challenges in the Sharing of Highly Dimensional Datasets
[…] outcomes if the synthetic data is used for training downstream applications. Therefore, while synthetic data holds promise, generating truly useful and private synthetic search logs is a frontier research problem. The very complexity that makes search data valuable also makes it incredibly difficult to synthesize accurately without inadvertently leaking information or perpetuating biases. It […]
FPF_AI_Governance_Behind_the_Scenes_R3_PRINT_-_2025_Update
[…] up marrying AI chatbots,” The Verge (Aug. 12, 2024), ht tps:// www.theverge.com/24216748/replika-ceo-eugenia-kuyda-ai-companion-chatbots-dating-friendship-decoder-podcast-interview?utm_ source=tldrai (“Everyone is using some sort of open-source model unless you are one of the frontier model companies.”). 23 “Fine-tuning now available for GPT-4o,” OpenAI (Aug. 20, 2024), https://openai.com/index/gpt-4o-fine-tuning/?utm_source=tldrai (“Developers can now fine-tune GPT- 4o with custom datasets to get higher performance […]
FPF_AI_Governance_Behind_the_Scenes_R3_PRINT_-_2025_Update_wBleed
[…] up marrying AI chatbots,” The Verge (Aug. 12, 2024), ht tps:// www.theverge.com/24216748/replika-ceo-eugenia-kuyda-ai-companion-chatbots-dating-friendship-decoder-podcast-interview?utm_ source=tldrai (“Everyone is using some sort of open-source model unless you are one of the frontier model companies.”). 23 “Fine-tuning now available for GPT-4o,” OpenAI (Aug. 20, 2024), https://openai.com/index/gpt-4o-fine-tuning/?utm_source=tldrai (“Developers can now fine-tune GPT- 4o with custom datasets to get higher performance […]
FPF_AI_Governance_Behind_the_Scenes_Digital_-_2025_Update
[…] up marrying AI chatbots,” The Verge (Aug. 12, 2024), ht tps:// www.theverge.com/24216748/replika-ceo-eugenia-kuyda-ai-companion-chatbots-dating-friendship-decoder-podcast-interview?utm_ source=tldrai (“Everyone is using some sort of open-source model unless you are one of the frontier model companies.”). 23 “Fine-tuning now available for GPT-4o,” OpenAI (Aug. 20, 2024), https://openai.com/index/gpt-4o-fine-tuning/?utm_source=tldrai (“Developers can now fine-tune GPT- 4o with custom datasets to get higher performance […]
FPF_APAC_GenAI_A4_Digital_R5_-_2025_Update
[…] reliable. Notably, the Interim Response acknowledges that many of the submissions received by the Australian Government focused on new risks posed by generative AI, including emerging ‘ frontier models.’ Based on these submissions, the Interim Response identifies potential harms from AI systems and organizes them according to the three different stages of the AI […]
FPF_Confidential_Computing_Digital_R3_-_2025_Update
[…] to process the data (” in use”). See Strong Data Encryption Protects Everyone, Future of Privacy Forum (Jul. 9, 2020), https://fpf.org/encryption-infographic/. 8 See Confidential Computing – The Next Frontier in Data Security, Confidential Computing Consortium, Oct. 2021, p. 13, https:// confidentialcomputing.io/wp-content/uploads/sites/10/2023/03/Everest_G roup_-_Confidential_Computing_-_The_Next_Frontier_in_Data_ Security_-_2021-10-19.pdf (last accessed Jun. 21, 2024) (“[o]ver 75% of demand is driven by […]
FPF_Confidential_Computing_PRINT_R1_-_2025_Update_wBleed
[…] the data (” in use”). See Strong Data Encryption Protects Everyone , Future of Privacy Forum (Jul. 9, 2020), https://fpf.org/encryption-infographic/ . 8 See Confidential Computing – The Next Frontier in Data Security, Confidential Computing Consortium , Oct. 2021, p. 13, https:// confidentialcomputing.io/wp-content/uploads/sites/10/2023/03/Everest_G roup_-_Confidential_Computing_-_The_Next_Frontier_in_Data_Security_-_2021-10-19.pdf (last accessed Jun. 21, 2024) (“[o]ver 75% of demand is driven by […]
FPF_Confidential_Computing_PRINT_R1_-_2025_Update
[…] the data (” in use”). See Strong Data Encryption Protects Everyone , Future of Privacy Forum (Jul. 9, 2020), https://fpf.org/encryption-infographic/ . 8 See Confidential Computing – The Next Frontier in Data Security, Confidential Computing Consortium , Oct. 2021, p. 13, https:// confidentialcomputing.io/wp-content/uploads/sites/10/2023/03/Everest_G roup_-_Confidential_Computing_-_The_Next_Frontier_in_Data_Security_-_2021-10-19.pdf (last accessed Jun. 21, 2024) (“[o]ver 75% of demand is driven by […]
TENE_Final
[…] Omer Tene & Jules Polonetsky, A Theory of Creepy: Technology, Privacy and Shifting Social Norms, 16 YALE J.L. & TECH. 59, 61 (2013). 80 Bots, the Next Frontier, ECONOMIST (Apr. 9, 2016), http://www.economist.com/news/business-and-finance/21696477-market-apps-maturing-now-one-text-based-services-or-chatbots-looks-poised/. 81 In his classic 1970 article, The Uncanny Valley, Tokyo Institute of Technology robotics professor Masahiro Mori envisioned that people’s reactions […]
Minding Mindful Machines: AI Agents and Data Protection Considerations
[…] Erik Schluntz and Barry Zhang, Anthropic “[S]ystems where LLMs dynamically direct their own processes and tool usage, maintaining control over how they accomplish tasks.” “Navigating the AI Frontier: A Primer on the Evolution and Impact of AI Agents,” Dec. 2024, Larsen et al., World Economic Forum and Capgemini “[A]n entity that senses percepts (sound, […]