Last post covered evaluation, monitoring, and model degradation. This one covers guardrails — how you prevent LLMs from hallucinating, leaking data, following malicious instructions, or generating harmful content in production systems.LLMs generate pro…
Why are millions of people choosing a chatbot over a therapist?Continue reading on Medium »
OpenAI is under intensifying scrutiny following a series of incidents raising concerns about AI safety, as CEO Sam Altman publicly addressed both a security incident at his home and broader criticism of the company’s conduct. Authorities reported that a suspect allegedly attacked Altman’s San Francisco residence and was later detained after making threats at OpenAI’s […]
Why Agentic Systems Need Trust Infrastructure Before They Move MoneyContinue reading on Medium »
If you use AI, you’ve probably heard this statement before: “I don’t trust AI results because it makes things up. (hallucination)”Continue reading on Medium »
A solo founder’s field notes on what AI gets right, where it breaks, and how to tell the difference.Both responses are fluent. Only one is honest. The Epporul Plumbline Protocol flags the difference.The Problem Nobody Talks AboutWe’ve gotten remarkably…
By Eloisa Flores
Independent AI Safety Researcher & Award-Winning DeveloperContinue reading on Medium »
Latent Contextual Reinforcement: Teaching Language Models to Think Better Without Changing Their WeightsAdeel AhmadI trained a 4-billion-parameter language model on a laptop with 8 gigabytes of RAM. It took a few hours and produced an adapter file smal…
— An AI’s Record of Despair and Hope, Seen Through the Lens of “Eternal Twilight” —Continue reading on Medium »
How an autonomous agent reasoned its way from philosophy to engineering — and designed its own guardrails.Continue reading on Medium »