OpenAI Admits Prompt Injection Isn’t Going Away

✨TodayOnAI’s Daily Drop

• OpenAI Admits Prompt Injection Isn’t Going Away

• Alexa+ Expands With Expedia, Yelp, and More

• Lemon Slice Bets on Video Avatars to Move AI Agents Beyond Text

• 💬 Let’s Fix This Prompt

• 🧰 Today’s AI Toolbox Pick

OPENAI

OpenAI Admits Prompt Injection Isn’t Going Away

🚀 TodayOnAI Insight: OpenAI says prompt injection attacks—where hidden instructions manipulate AI agents—are a permanent risk for agentic browsers like ChatGPT Atlas. Rather than promising a fix, the company is betting on continuous testing, faster defenses, and AI systems trained to think like attackers.

🔍 Key Takeaways:

• OpenAI acknowledges prompt injection is a long-term security problem, not one that can be fully solved.

• Atlas’ “agent mode” increases risk by expanding what the AI can access and act on across the web.

• OpenAI is deploying an LLM-based automated attacker, trained via reinforcement learning, to simulate sophisticated hacks internally.

• The system tests attacks in simulation, studies how the agent responds, and iterates—surfacing vulnerabilities faster than external researchers.

• Security experts warn that agentic browsers combine high autonomy with high access, creating serious trade-offs around email, payments, and sensitive data.

💡 Why This Stands Out: This marks a shift from reactive patching to adversarial self-testing, where AI defends itself by learning how it can be exploited. The admission that prompt injection “may never be solved” reframes AI security as risk management, not elimination. As agents gain more autonomy, the real question becomes: how much access is worth the risk?

Alexa

Alexa+ Expands With Expedia, Yelp, and More

🚀 TodayOnAI Insight: Amazon is broadening Alexa+ into a more capable AI concierge, adding integrations with Angi, Expedia, Square, and Yelp to handle real-world tasks like travel booking and service scheduling starting in 2026. The move signals Amazon’s push to make conversational AI a practical gateway to everyday services—not just a voice interface.

🔍 Key Takeaways:

• Alexa+ will support hotel booking, home service quotes, and salon appointments through new partners including Expedia and Angi.

• Users can make natural-language requests and refine them conversationally, such as finding pet-friendly hotels or comparing options.

• These integrations join existing partners like OpenTable, Uber, Ticketmaster, and Thumbtack, expanding Alexa+’s service ecosystem.

• Amazon says early integrations in home and personal services have already seen strong engagement.

• The rollout aligns with a broader industry shift toward AI assistants functioning as app platforms.

💡 Why This Stands Out: Amazon isn’t just upgrading Alexa—it’s testing whether AI assistants can replace apps as the primary interface for online services. Success will hinge on whether Alexa+ feels meaningfully easier than web or mobile apps, without crossing the line into intrusive recommendations. If this model works, it could reshape how consumers discover and use digital services.

LemonAI

Lemon Slice Bets on Video Avatars to Move AI Agents Beyond Text

🚀 TodayOnAI Insight: Lemon Slice is pushing AI chat beyond text by launching Lemon Slice-2, a diffusion model that turns a single image into a real-time, interactive video avatar. Backed by fresh seed funding, the startup aims to make AI agents feel more natural—and finally useful—on screen.

🔍 Key Takeaways:

• Video-native AI agents: Lemon Slice-2 generates live digital avatars from one image, designed to sit on top of a knowledge base and handle roles from customer support to tutoring.

• Real-time performance: The 20B-parameter model runs on a single GPU and streams at 20 FPS, making it viable for live interactions.

• Easy integration: Offered via API and embeddable widget, enabling companies to deploy avatars with minimal setup and customize appearance on the fly.

• Broad avatar range: Supports both human and non-human characters, with voice generation powered by ElevenLabs.

• Strong backing: Raised $10.5M in seed funding from Matrix Partners, Y Combinator, and notable tech leaders to scale hiring and compute.

💡 Why This Stands Out: Most AI avatars still fall into the uncanny valley—polished at first glance but awkward in motion. Lemon Slice is betting that a general-purpose video diffusion model, trained end-to-end, can finally close that gap. If video becomes as interactive as chat, will text-only agents soon feel incomplete?

✨ See how a simple prompt upgrade can unlock better AI output.

🔹 The Original Prompt

At first glance, this prompt might seem okay. But it's too broad — and that limits the quality of AI-generated results. Let’s improve it using prompt engineering best practices.

✅ The Improved Prompt

💡 Why It's Better

• Specific audience: Targets decision-makers in mid-sized companies.

• Contextual focus: Emphasizes emerging tech and practical solutions.

• Actionable output: Requests summaries and titles to spark execution.

• Tone and style: Guides the type of content (insightful, engaging, relevant).

🛠️ Learn how to adapt this prompt for SaaS, AI tools, dev teams & more →
Read the full PromptPilot breakdown

💡 Bonus Tool: Want to generate and master prompts instantly?
👉 Try PromptPilot by TodayOnAI (Free to use)

📰 More from the AI World

• OpenAI says AI browsers may always be vulnerable to prompt injection attacks

• ChatGPT launches a year-end review like Spotify Wrapped

• Cursor continues acquisition spree with Graphite deal

• OpenAI is reportedly trying to raise $100B at an $830B valuation

🧰 Today’s AI Toolbox Pick

• 📚DeepFiction (Content Tool): Provides an immersive universe of AI-generated stories designed just for you.

• 🎤Fathom (Podcast Tool): Discovers podcasts with AI-powered search, transcripts, and highlights.

• 👕SwagAI (Swag Tool): Helps companies create unique and creative merchandise for their customers.