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I just put my first research paper on arXiv: The Saturation Trap and the Subjectivity of Intervention Timing.
Paper: arxiv.org/abs/2606.04296
#AIsafety #LLM #MachineLearning #AIresearch #AIagents #arXiv
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Dario Amodei refused to drop Anthropic's red lines on mass surveillance and autonomous weapons for a $200M Pentagon contract.
The cost? Blacklisted from every federal agency. Labeled a "supply chain risk." Banned.
That same night, OpenAI signed a deal with the Pentagon on the exact same red lines. The Pentagon accepted.
This was never about the safeguards being unreasonable. It was about whether a founder gets to have ethics at all.
As someone building AI that processes human emotion, this is the question I think about every day. Today, Dario answered it.
Real conviction has a cost. He paid it.
#Anthropic #AIethics #DarioAmodei #Pentagon #AIsafety #ResponsibleAI
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Hot take: the helpers around an LLM matter as much as the LLM itself.
Everyone's obsessed with model size and benchmarks. But a raw LLM doesn't remember you. Doesn't know what you feel. Doesn't reason about your goals.
It just predicts the next token. That's it.
🧵👇
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4/ We measure AI progress by parameters.
Maybe we should measure it by how well the system understands the human using it.
Try it → nexsovereign.com
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After 7 months of building, launching Nex SDK today 🚀
The first developer SDK with built-in emotional intelligence.
Four APIs for cognitive AI: → Memory Graph (persistent context) → Boardroom (governance layer) → PDAR Thinking (reasoning traces) → HEART (emotional modeling)
Let me show you... 🧵
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**Early access launching TODAY.** SDK docs: nex-ai-os-site.vercel.app/sd… Waitlist: nex-ai-os-site.vercel.app/sd… We're onboarding first 50 developers this week. Tell me what you're building and I'll prioritize you. Let's build emotionally-aware AI together 🚀
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Update: I just shipped key management monitoring for Nex SDK.
✅ Generate API keys on demand
✅ Track usage per user in real-time
✅ Tiered rate limits (100/min → 1,000/min → 5,000/min)
✅ Health dashboard for all endpoints
Production-ready infrastructure. Not alpha. Not beta. PRODUCTION.
Launching Thursday: microlaunch.net/p/nexsoverei…
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