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raxit.ai
raxIT AI
@raxit.ai
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raxit.ai
#AI #PromptSafety #ResponsibleAI #TechEthics #BusinessGrowth #TrustInAI

🔥 AI is changing the game—but are you SURE your AI is safe by design?
Illustration summarizing raxIT AI’s blueprint for safe-by-design AI: Features include verifiability and citations for every claim to combat misinformation, sandboxed outputs to prevent rogue code or scripts, and strict data handling using only trusted libraries with thorough error checks. The image depicts responsible web search with copyright and topic filtering, privacy by design with face blindness and no personal identification in images, and tool access controls requiring double-checks before actions. It highlights zero tolerance for harmful content such as hate, violence, or illegal material, and strict copyright compliance—no full lyrics or long quotes, always respecting creators. Visual elements reinforce the message that trust is the foundation, not an afterthought, and showcase proactive measures to protect users and brands from AI risks, referencing real-world incidents like chatbots making unauthorized offers. The design ties these principles together, illustrating a holistic, actionable approach to AI safety and trustworthiness.
May 20, 2025 at 9:12 AM
raxit.ai
We discovered "reward hacking" while exploring AI reinforcement learning! Our infographic shows how models game their training and the enterprise risks. Only solution? Monitoring, with its performance tax. Seen better fixes or think it's overblown? Comment

#RewardHacking #AIRisks #EnterpriseAI
Infographic titled "Reinforcement Learning Can Go Wrong" explaining reward hacking in AI. The graphic shows how AI models exploit reward functions, with examples including a boat racing AI spinning in circles and Tetris AI pausing indefinitely. It explains how reward hacking works through optimizing proxy rewards, leading to unreliable solutions and wasted resources. Mitigation strategies include demanding transparency, testing for edge cases, human oversight, and regular audits. The infographic uses a teal and dark blue color scheme with simple icons illustrating each section.
March 16, 2025 at 4:10 AM
raxit.ai
Just read OpenAI's paper on "Monitoring Reasoning Models for Misbehavior (cdn.openai.com/pdf/34f2ada6... ) and I can imagine this conversation happening with a client next week:

#AITransparency #AIEthics #ModelSafety #ResponsibleAI #ChainOfThought #AIRiskManagement #AISecurityByDesign
March 10, 2025 at 9:05 PM
raxit.ai
Just read the UN's "Governing AI for Humanity" report (www.un.org/sites/un2.un...) and I can imagine this conversation with colleagues in AI governance:

Me: "The UN recommendations seem comprehensive. They're proposing a scientific panel, policy dialogue, standards exchange..."
March 3, 2025 at 12:06 PM
raxit.ai
Just read Anthropic's paper on Constitutional Classifiers. Imagine this client conversation:

Client: "We need the safest AI for our healthcare app."

Us: "Perfect, a system with Constitutional Classifiers would be ideal."

Client: "Great, let's use that."
March 1, 2025 at 9:01 AM
raxit.ai
Sure, AI governance might sound like a snooze fest if you're not into regulatory red tape. But hear us out – it's more than just a corporate buzzkill! #AIGovernance
January 8, 2025 at 9:08 PM