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Indirect Prompt Injection: A hard to fix LLM security risk

🗞️ The Tech Issue | September 7, 2023

Author

Qamar Zia
September 07, 2023

☕️ Greetings AI Enthusiasts! It's Monday, August 28th. Welcome back to our daily exploration of the AI world. We'll navigate the latest updates, trends, and insights steering the AI and the business world. Let's dive in!

🗞️ Today’s Highlights:

  • LATEST NEWS & TRENDS — Quantum Computing Advantage via Generative AI

  • INDUSTRY | FUNCTION — Manufacturing the Best Products with AI

  • RESOURCES — The Top Generative AI Applications of 2023: An In-Depth Look

  • WORK — Employees Say Execs Too Slow on Generative AI Adoption

  • AI TOOLS — Landbot: The Most Powerful No-Code Chatbot Builder

  • CHARTS — How generative AI is reshaping the future of work

🤖  Security researchers have found a chink in the armor of large language models like ChatGPT and Google's Bard: indirect prompt injections. These sneaky attacks can make chatbots act in unexpected ways, posing a cybersecurity headache. The issue is so concerning that the National Cybersecurity Center has sounded the alarm. While there's no silver bullet for this problem yet, companies are hustling to beef up security measures. The takeaway? If you're integrating these models into your systems, you better be on your cybersecurity A-game.

🗞️ LATEST NEWS & TRENDS

1️⃣ IonQ and Zapata Computing are joining forces to push the boundaries of generative AI and quantum computing. They're not just dabbling in theory; they're eyeing real-world applications like drug discovery. Jungsang Kim, IonQ's CTO, emphasizes that the duo's strength lies in tackling problems where data is scarce but the impact is huge. They're on a quest for the elusive "quantum advantage," aiming to do things that classical computing just can't. It's not just about faster calculations; it's about opening new doors to solve complex problems.

2️⃣ Coca-Cola is making waves in the AI marketing space, appointing Pratik Thakar as Senior Director of Generative AI. Thakar, who's no stranger to Coke's creative endeavors, aims to integrate AI into the brand's consumer engagement. The company recently hosted its inaugural "Real Magic Creative Academy," a symposium that united digital artists and techies to explore AI's potential. Unlike many brands that use AI as a gimmick, Coca-Cola is leveraging it to enhance craftsmanship and create a more interactive consumer experience.

3️⃣ Zoom is doubling down on AI to stay ahead in the videoconferencing game. Amidst recent controversies over its terms of service, the company is rebranding its AI features, including the AI Companion, formerly known as Zoom IQ. This revamped assistant will soon offer real-time meeting feedback and even chat directly with users. However, the Software Freedom Conservancy has urged developers to abandon Zoom due to policy changes. Despite these challenges, Zoom is optimistic, introducing new capabilities like a "virtual coach" for sales teams and aiming to regain lost ground in a competitive market.

4️⃣ Generative AI is revolutionizing Human Resources by streamlining operations and offering data-driven insights. From talent intelligence to employee experience, AI is tackling HR's complex challenges. It's not just about automating tasks; AI is turning HR teams into creators and analysts. The technology is particularly potent in areas like recruitment, training, and performance management. However, implementing AI in HR isn't a walk in the park. It requires thoughtful planning, data management, and ongoing maintenance. So, while AI won't replace HR professionals, it will certainly redefine their roles.

5️⃣ Canadian students are embracing generative AI for academic tasks, but it's a double-edged sword. A KPMG study reveals that 52% of students use AI to help with schoolwork, even though 60% feel it's akin to cheating. The upside? Nearly 90% report better work quality and 70% see grade improvements. The study underscores the urgent need for educational guidelines on AI use, as 81% believe mastering these tools is as crucial as coding for future success. It's a complex landscape that educators and students must navigate carefully to balance innovation with integrity.

🗞️ INDUSTRY | FUNCTION

Smart manufacturing is evolving rapidly, thanks to the infusion of AI and machine learning. Initially, manufacturers used analytics to move from simple monitoring to predictive insights. Now, they're aiming for self-aware, self-healing systems. AI fits like a glove in this setting, particularly in digital twins and generative design. Digital twins offer real-time data for better decision-making, while generative design automates the brainstorming process, churning out multiple design solutions. However, AI isn't a one-size-fits-all; its application varies based on the specific manufacturing process, especially in additive manufacturing where it's a game-changer for design and material optimization.

🗞️ RESOURCES

Generative AI is no longer just a buzzword; it's a transformative force reshaping everything from image creation to business operations. This blog unpacks the nuts and bolts of generative AI, exploring its rapid rise, real-world applications, and even its limitations. From automating coding tasks to enhancing chatbots, generative AI is becoming a cornerstone of innovation and efficiency. So, if you're curious about how AI can generate content, streamline workflows, or even compose music, this is your go-to guide.

🗞️ WORK

While you might think workers would be wary of generative AI's impact on jobs, the opposite seems true. An EY survey reveals that 89% of U.S. employees see value in emerging technologies, including AI. They're not just open to it; they're frustrated that their companies are dragging their feet. The generational divide is evident, with younger employees more likely to embrace these technologies. Employees are optimistic about the efficiency and productivity gains AI could bring but also want companies to address cybersecurity and ethical concerns. It's a call to action for CIOs and CEOs to speed up tech adoption.

🗞️ AI TOOLS

🔧 Krisp: Supercharge your online meetings with Voice Productivity AI

🔧 Landbot: The Most Powerful No-Code Chatbot Builder

🔧 FormulaBot: AI-powered formula generation, data preparation & data analysis combined into one tool

🔧 SheetAI: put's AI 🪄 with Brain in your Google Sheets.

🔧 Jinni: Automate your Cold Calls

Disclaimer: 1) The tool descriptions are from the company behind each tool/app. 2) Please read the site details thoroughly before using and/or acquiring any of the tools listed above. We have not tested these tools and we will not be liable for anything.

🗞️ CHARTS

Disclaimer: The audio-visual content is courtesy of the source provided above.

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I'm not a newsletter expert so you might find my approach a tad different. In my daily dives into the world of AI, I handpick the latest gems, initially to support the AI projects that I’m working on. Realizing that these snippets might resonate with others, I thought, "Why not share this with my community and fellow AI enthusiasts?" I truly want this newsletter to be valuable to you so if there's anything on your mind—praises, critiques, or just a hello—please drop me a note. You can hit reply or shoot me a message directly at my email address: [email protected].

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