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Dev Shah
@0xDevShah
audodidact | swarms @iaconhq | sim @ newton, mujoco | e/acc | head of devrel @resembleai
732 Following    12.2K Followers
Opposing data centers is not going to make the demand for compute go away. We cannot expect technological progress while opposing the need to build the infrastructure around it. In fact, data centers will bring a plethora of local blue-collar jobs in construction, energy, infra, and the industries that grow around them. On the other side, big tech needs to be far more conscientious of the towns and states making this possible. If a community gives you its land, power, and water, make sure the locals get the most out of it. Jobs, better infra, cheaper energy, and a share in the gold of the mountain. Both sides need to think more liberally. The builders need to be good neighbors, and the naysayers need to recognize the scale of the moment we're living through. This should be a positive-sum game for everyone.
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supermemory does such gorgeous stuff
Today, we're extending the Agent Detection-1 family of foundational models to secure your Voice agents. Your voice agent can now tell whether it's talking to a real person or another AI. Voice agents are already on the phone. They book appointments, confirm reservations, and handle support calls, and more and more often, the one picking up is also a voice agent. When two voice agents meet, neither knows it's talking to an AI. So they keep talking for hours, sometimes days, and every minute burns speech-to-text, text-to-speech, and LLM spend. We want your voice agent to know who's on the line, so it can adapt the moment the call connects. Agent Detection-1 Voice tells you who's calling the moment they speak: > Real person or AI, with 99% accuracy > So your agent can simply ask, skip the small talk, finish the job, and hang up > real people still get the full conversation > every call gets logged on your Resemble dashboard You can integrate our models across your Voice agent stack, including @livekit and @pipecat_ai!! One model family, for your web platform and your phone lines. My DMs are open for more details!
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Today, we are launching Agent Detection-1, the first system-one model built to classify visitors on your web platform. Agents are already on your web platform. Muse, Instinct, Claude Code, Codex, and thousands more are booking, buying, and filling out forms. Behind each agent could be a real customer. Cloudflare, Akamai, and other bot tools are built to block agents. Analytics like Amplitude, Datadog, and Google Analytics can't tell them apart from people. We want to detect agents, figure out which ones are useful, and redirect them to where they can actually get things done. Agent Detection-1 tells you who's at the door, the moment they arrive: > Person or agent, and which agent > Send useful agents to your MCP server, llms.txt, or agent card > Stop the bad ones, like scrapers and credential stuffers > Every visit gets logged on your Resemble dashboard Just add a one-line script and find out who's visiting your website. Starting at just $1 per 1,000 visitors.
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authority in the new world ecosystem is a dissipative structure. it will hold its shape only as long as energy can flow through it without friction. but if you become the bottleneck, the environment will reroute the river to ensure acceleration. the old world non technical losing their mandate in real time!
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