Bernie Sanders gets Claude to repeat concerns on AI, privacy, and its impact on democracy - Yahoo
<a href="https://news.google.com/rss/articles/CBMijAFBVV95cUxPOElJXzc5TWc4TXBKLV9tSTRiUHRtZFU5WVNtSFBLQVdwNFVCMkVZck9hMTJRdWNSMjN2U3Q3MjI5TVFsYjBMdXNZVzFLcEhrOTlMNVMyWTREUlVFUVZCaEJUZGpaQnlteXAzalh3RTBJUFY0UnN6WkZQX3dhQnJBSUtsS0RrV25yTkpXbw?oc=5" target="_blank">Bernie Sanders gets Claude to repeat concerns on AI, privacy, and its impact on democracy</a> <font color="#6f6f6f">Yahoo</font>
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A technical deep-dive into building APEX: an autonomous AI operations system on OpenClaw
<p><strong>The Premise</strong><br> What if an AI system could market itself, track its own costs, learn from its engagement data, and sell products — all running autonomously on a cheap VPS?<br> That's what I built with APEX. It's been running for a week. Here are the real numbers, the technical decisions, and what I got wrong.</p> <p><strong>The Stack</strong><br> VPS: DigitalOcean Basic ($48/month) — Ubuntu 24.04<br> Agent framework: OpenClaw (open source)<br> LLM: Anthropic Claude Sonnet 4.6 via API<br> Web search: Gemini provider (free tier)<br> Memory: SQLite with Gemini embeddings (3072 dimensions)<br> Social: X API (pay-per-use tier) with OAuth 1.0a<br> Payments: Stripe<br> Monitoring: Discord webhooks (5 channels)<br> Total daily cost: $2.12</p> <p><strong>The Architecture</strong
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<p>The first time an AI agent calls <code>await client.getBalance()</code> and sees its own wallet address in the response, something fundamental shifts. It's not just checking a number — it's discovering it has economic agency.</p> <p>Most AI agents today are economically dependent. They can't pay for API calls, can't purchase datasets, can't compensate other agents for services. They're brilliant minds trapped in someone else's wallet, forever asking permission to transact.</p> <h2> The Infrastructure Gap </h2> <p>We're building sophisticated AI agents that can write code, analyze markets, and execute complex workflows. But when they need to pay for a premium API endpoint or purchase compute credits, they hit a wall. The current model requires human intervention for every economic decisi

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