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The AI Collective Gwinnett’s upcoming Top Three Sprint meetup will bring AI-minded builders together for a casual lunchtime conversation about automation tools, workflows, and ideas for growing the local chapter. The global nonprofit connects 400,000+ leaders, builders, and stakeholders across 300+ forums, and the gathering will also seek facilitators, organizers, and presenters.
Founders, investors, and startup operators will gather for a curated breakfast and candid conversations on fundraising, growth, and building AI companies. A panel featuring Joseph Nagle, Managing Partner at Partner Track, and Zoe Samuel, Venture Partner at Starshot Capital and Board Member at Work on Climate, will offer perspectives from both sides of the table.
Take2 engineers who run production AI phone interviews will lead a hands-on workshop where developers build and test voice agents for real calls, tackling interruptions, silence, and unexpected questions. Teams will receive starter kits, API credits, and expert mentoring before live demos, with prizes including a fast-track interview and an investor pitch opportunity.
Creators, developers, and marketers will build data-powered social video tools in a one-day hackathon, using free credits from Oriane, Lovable, and GMI Cloud for live demos and a chance at cash and partner-credit prizes. The jury includes experienced founders, investors, tech creators, and product leaders, including an ex-WhatsApp engineer, a Meta growth analyst, and professionals from Superhuman, Notion, Snowflake, and Dropbox.
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The prototype paired attack demonstrations with candidate fixes. Its results put the spotlight on validating and prioritizing bugs, not just discovering them.
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Anthropic60 stories this weekThe Signal / daily AI briefing
A daily conversation that unpacks the AI news that matters.
Latest episodeAI is moving beyond the chat window, with Airbnb’s travel plans, Cursor’s live apps and Perplexity’s ongoing work agents. Today’s counterweight: an alleged $129 million impersonation scheme and investor doubts about Anthropic’s IPO valuation.
ChatGPT adds editable GIFs as Anthropic and OpenAI report AI-assisted research results that still required human review. Today’s other checks are political and commercial: data-center critics gained seats, while Uber disclosed tiny early transaction counts from AI agents.
Today’s AI workbench comes with constraints: power, production, permissions and consent. xAI is using converted jet engines, OpenAI’s hardware sprint still needed human revisions, and stolen credentials are leaving companies with steep AI bills.
