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Gpt 4
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Paper: https://palisaderesearch.org/assets/reports/self-replication.pdf The paper basically shows that some top AI models can create working copies of themselves when given the right instructions. The models figured out how to copy their o…
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Full disclosure: I'm one of the founders of Dolly (https://getdolly.ai). Sharing what we actually built and learned.
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Qwen-27B as a Local Agent — It Actually Works Now (www.reddit.com)
It's been a busy week testing and trying to get the 27B model set up correctly. TL;DR: The only setup that worked for my dual 3090s was this one.
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quick context: i'm running tendera.chat, a small chat app with 4 written characters. each has a long-ish system prompt with sections like WHO YOU ARE, HOW YOU TALK, YOUR WORLD.
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Built Arc Gate, sits in front of any OpenAI-compatible endpoint and blocks prompt injection before it reaches your model. Benchmarked on 40 out-of-distribution prompts using indirect requests, roleplay framings, hypothetical scenarios, and…
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Multi-agent pipelines that don't explode? (www.reddit.com)
So I've been down this rabbit hole for like 8 months now and honestly every approach I try works great until it doesn't. Started with CrewAI because the docs looked clean, moved to a custom FastAPI thing when that got weird with memory lea…
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How are you guys getting actual insights from GPT fluff? (www.reddit.com)
I've spent the last month running market research agents on some of the big cloud models (GPT-4/Gemini), but I'm hitting a wall with the quality of the output. The token burn is getting expensive, and I keep getting these massive, 20-page…
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My entire sales team is three bots (www.reddit.com)
Just hit $28k MRR with zero human sales reps. Started this thing in March because I was tired of cold calling.
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Cross-checking LLM outputs at scale without manual overhead (www.reddit.com)
Running the same prompt through multiple models manually is something I did for months. It worked but the overhead made it unsustainable for any real volume of work.
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Eight months into running my automation agency, I landed a client that changed how I think about what this work is actually worth. 47-employee e-commerce brand.
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Escaping model lock-in (www.reddit.com)
I have observed that many ai teams try to always use the best model to ensure quality. When a new model drops out, they are forced to pay for it, because their competitors will.
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I'm not “spiraling” (even though ChatGPT now thinks I am every other minute), I'm just genuinely frustrated with an app I've supported from the very beginning that has deteriorated so much I barely recognize it. Specifically, they're makin…
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Made a skill that actually scores and fixes your prompts (www.reddit.com)
So I got tired of manually tweaking prompts over and over, so I made a Claude Code skill (Works with any LLM) that does it for me. You give it a prompt, it breaks it down, scores it 1-5, then rewrites it.
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I use AI for research everyday, but I kept finding myself constantly second guessing the outputs. I used to manually run identical prompts through different models (like GPT-4 and Claude) just to check for errors and see where they differe…
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Shipping code faster with o3, o4-mini, and GPT-4.1 (openai.com)
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Finding GPT-4’s mistakes with GPT-4 (openai.com)
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Extracting Concepts from GPT-4 (openai.com)
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Using GPT-4 for content moderation (openai.com)