SPNET.AI
AI Truth Engine for pros—87% consensus
What it does
Premium AI consensus platform that queries multiple AI models through a Truth Council to provide verified, consensus-based answers with certainty scoring and Delta Reports for 6 professional verticals
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- SESearch Engine that uses AI to find answers in Scientific Research2022 · consensus.app · ▲9
Tired of ads and misinformation clogging up your search results when you just want to see the science? That's why we built Consensus, a new search engine that uses Large Language Models to surface findings straight from scientific research for any question. If you like the product, please support our launch on Product Hunt today: https://www.producthunt.com/posts/consensus-2
Consensus EngineFeb 2026 · consensusengine.online · ▲2Clarity in the Chaos of Artificial Intelligence
- CAChord, autonomous research to curate the Internet’s favorite stuff2023 · chord.pub · ▲6
Finding “the best” camera lens, hiking trail, or Python database adapter requires digging through many search results and online discussions. You’re not going to trust the first result you see in a “top-10” marketing blog post. Often, you need to read dozens of articles and Reddit threads to establish consensus on whatever you’re looking for. This is hard work, so we have an AI do this research while you can watch in real time. The final result is a permanent article summarizing consensus views. Unlike closed chatbots, our articles are public by default so improvements submitted by our users…
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
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