The Builder's Brief
AI models improve, unregulated chatbots pose risks
Thursday, May 7, 2026
Unregulated chatbots are posing significant risks to people's lives, according to recent reports. The lack of oversight and regulation in the chatbot industry has led to concerns about the potential harm caused by these AI-powered tools. This highlights the need for stricter regulations and guidelines for chatbot development and deployment.
AC-Small improved significantly on held-out benchmarks after post-training on the APEX-Agents dev set, with +5.7pp on APEX, +8.0pp on Toolathalon, and +7.7pp on GDPval. This demonstrates the potential for AI models to improve with targeted training data. The results have implications for AI development and deployment.
AI companies have been shattering fundraising records, with investments pouring in at an unprecedented rate. This boom in AI funding is driving innovation and development in the field, with potential applications across various industries. However, it also raises concerns about the potential risks and challenges associated with rapid AI development.
Miasma is a tool designed to trap AI web scrapers in an endless loop, preventing them from scraping websites. This highlights the ongoing cat-and-mouse game between web scrapers and website owners, with potential implications for data privacy and security.
KidGym is a new benchmark for evaluating the reasoning abilities of multimodal large language models (MLLMs). The benchmark is based on a 2D grid and is designed to test the ability of MLLMs to reason and solve problems in a visual environment.
Research has highlighted the misalignments between peer supporters and experts in LLM-supported interactions. This raises concerns about the quality, consistency, and safety of peer support interactions, particularly in the context of mental health support.
• AC-Small improves on APEX-Agents dev set
• Unregulated chatbots put lives at risk
• AI companies shatter fundraising records
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