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Failproof AI and Quad AI will host a fast-paced hackathon where teams have under two hours to make the same AI agent more reliable through better prompts, tools, validation, retries, and guardrails. Hidden evaluations will reward agents that pass every task three times, and the open-source fixes and evaluation cases will be eligible for pull requests and integration.
The Claude Impact Lab Hackathon will bring small-business leaders, experienced professionals (including technical builders), and students or recent graduates together for a one-day sprint creating open-source AI tools to tackle real business challenges. Sponsored by Anthropic with WTIA, the event will feature team demos and judging, with Claude API credits for participants and prizes for the winning team.
Seattle AI Week will kick off with a cold-water buddy dive and beachside food, drinks, and conversation for AI founders, investors, healthcare AI leaders, and tech operators, no pitches or panels. The event will be hosted by Adam Peddicord, a healthcare AI innovator, Army combat medic, and PADI Divemaster; divers will need Open Water certification or higher.
NewKid will bring families, researchers, educators, and startup founders together for conversations and hands-on experiences exploring AI, child development, and the future of education. Highlights will include product showcases, expert panels, a brain-development exhibition, and a philosophy workshop on whether a robot can be a friend.
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Latest episodeToday’s issue pairs wider AI deployment with tighter rules: Sakana wants agents to share business knowledge, Uber is expanding workplace access, and banks and Etsy are setting limits. New research brings useful results and explicit caveats, while investors scrutinize the cost of AI expansion.
Claude is taking on work between chats, while researchers use AI to pursue mathematical proofs and biological leads. Today’s lineup also brings a payroll warning for young workers, a critical PHP patch and a compromised LiteLLM release.
Today, conversation privacy gets two different treatments: ChatGPT is rolling out locks, while Meta has disabled sharing after researchers found sensitive chats. Beyond chat, AI is beating a championship crossword time, joining a live symphony and producing toxin-binding proteins that have not been shown to neutralize toxins.
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Researchers demonstrated attacks without a login on WordPress, Drupal and Joomla deployments. PHP’s widespread use signals scale, not a count of vulnerable websites.
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