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AI Data Privacy and Protection – Reflecting on 2023 and Anticipating 2024

In the dynamic landscape of GenAI and widespread excitement on using LLMs, data privacy and protection started to take on a much larger focus in 2023. As we set our sights on 2024, Protopia AI remains committed to shaping the future of AI data privacy and protection.

2023 Review: A Year of Milestones

Regulatory Changes on Securing AI

The year witnessed leapfrogging advancements in regulatory frameworks governing AI. The EU drafted the AI act, President Biden signed the Executive order on Safe, Secure and Trustworthy AI, and the G7 held a roundtable on Data Protection and Privacy. All these policies call for safe, private and protected handling of data while running AI systems.

Data Breaches led to Gatekeeping on AI

The advancements in foundational models and easy access to LLMs led to sensitive enterprise data being leaked as observed on several instances such as with Samsung’s code leak and Microsoft’s 38 TB data exposure on Github. Such situations led to the widespread clampdown on LLM usage in the enterprise.

Strong customer excitement on unlocking privacy enabled Enterprise LLMs

The Protopia AI team discussed data protection and privacy for LLMs through the year with customers and partners, and did over a thousand live demos across AWS Gen AI Accelerator, Ai4, AWS re:Invent, and NeurIPS.

Analyst Reports

The year 2023 saw the AI Trust, Risk and Security Management framework garner high interest across buyers and user communities. Gartner published the AI TRiSM Innovation Guide where a survey of IT executives indicated Data Privacy as their biggest concern and risk in adopting Gen AI. Protopia AI was identified as one amongst a handful of vendors addressing this challenge. We earned recognition with five mentions in Gartner’s market research notes and hype cycle publications.

Looking Ahead to 2024: A Year of Actionable Progress

Evolution of Global AI Data Protection Laws

The global landscape of data protection laws is transitioning from policies to tangible, actionable, and prescribed frameworks as evidenced by the RFI from NIST. Protopia AI remains dedicated to staying at the forefront of these advancements, ensuring that our solutions empower enterprises to confidently and securely embrace cutting-edge protection for both their own and their customers’ data.

Emerging Best Practices

Protopia AI recognizes the interconnected nature of diverse roles within organizations in this evolving terrain and pursuit of the art of the possible. By collaboratively tackling the concerns of Chief Information Security Officers (CISOs), Chief Data Officers (CDOs), Chief Information Officers (CIOs), and Business leaders, we strive to establish industry-best practices that balance robust data protection, high accuracy, easy integration, and positive business outcomes.

Secure Adoption of LLMs through Partner Programs

Protopia AI is committed to fostering the secure adoption of GenAI and Large Language Models in Enterprises by expanding our partner programs. This year, our goal is to empower our partners and the developer community to apply Stained Glass Transform on a broad range of use cases and diverse data pipelines.

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