
Pitch Deck Guide
AI-ready pitch deck frameworks that get investor meetings
What it does
Investors spend 2 minutes on your deck. 31% quit in 10 seconds. This is the system to be the one they remember. Upload the includedmd files to any AI tool and get a pitch deck consultant trained on real investor methodology. Includes a diagnostic engine, Notion workbook, and frameworks covering 150+ topics from investor psychology to slide-level copywriting. $297, lifetime access. Built from real investor conversations and real funded decks.
Does the same job
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Startup Pitch Decks2016 · cirrusinsight.com · ▲2,318Real decks from real startups that raised over $400M
Real Pitch Decks From 40+ Top Startups2017 · dconstrct.com · ▲931A collection of startup pitch decks that raised $1.4 Billion



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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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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…
AI · 27d ago · cactuscompute.com


Launched alongside, March 2026
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Switch from ChatGPT to Claude with import memory feature
AI · Mar 2026 · claude.com


