DeepInsight Platform
Layered Intelligence. Real Outcomes.
What it does
AI-powered research platform with human oversight. Transform weeks of research into hours with full transparency and control. Problem: "ChatGPT and Google Search are fine for quick answers, but they fail at deep research. They hallucinate, lack credibility, and require hours of manual prompting and sifting." Solution (DeepInsight): "An autonomous AI research agent that doesn't just search—it reads, analyzes, cites credible sources, and delivers comprehensive reports, podcasts while you sleep."
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DeepInsight PlatformApr 2026 · deepinsight.neuralstratlabs.com · ▲1Layered Intelligence. Real Outcomes.

Perplexity Deep Research2025 · perplexity.ai · ▲789Save hours of time in-depth research and analysis



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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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Hey HN! I wanted to share something I built over the last few weeks: isometric.nyc is a massive isometric pixel art map of NYC, built with nano banana and coding agents. I didn't write a single line of code. Of course no-code doesn't mean no-engineering. This project took a lot more manual labor than I'd hoped! I wrote a deep dive on the workflow and some thoughts about the future of AI coding and creativity: http://cannoneyed.com/projects/isometric-nyc
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Automatic AI-powered code reviews the moment you open a PR
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