artificial

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Opening For the past year, most progress in multi-agent AI has followed a familiar pattern: Add more agents. Add more coordination. Watch performance improve. But underneath that success is a structural tradeoff that rarely gets named. The more tightly…

got tired of reading comparisons that were obvisously written by people who tested each tool for 20 minutes so i ran both at $20/month for 30 days on the same tasks biggest surprises: – chatgpt gives you roughly 6x more messages per day at the same pri…

Levin's work shows the same bioelectric signal has different meanings depending on the receiver cell's current state (not just sequence-dependence but state-dependence at the receiver level). That's the signature of context-sensitive gramma…

Followup to last post with answers to the top questions from the comments. Appreciate everyone who jumped in. The most common one by a mile was "what happens when two agents write to the same file at the same time?" Fair question, it's t…

I built a cognitive architecture where all computation reduces to three bit operations: XOR, MAJ, POPCNT. No GEMM. No GPU. No floating-point weights. The core idea: transformer attention is a similarity computation. Float32 cosine computes it with 24,5…

I’ve been running some small experiments forcing LLMs into contradictions they can’t resolve. What surprised me wasn’t that they fail—it’s how differently they fail. Rough pattern I’m seeing: Behavior ChatGPT Gemini Claude Detects contradiction ✔ …

Need some Ai based project ideas for placement interviews and final year project submission submitted by /u/butterscotch_whiskee [link] [comments]

The "value realignment" at the intersection of quantum computing, AI, and robotics feels like a necessary shift. We have spent so much time (read: investment) on narrow AI and brute force LLMs, but the next five years are clearly moving towar…

i run a small remodeling business and estimating is honestly the worst part… still stuck doing everything in spreadsheets and it takes forever been seeing a bunch of tools lately saying they can generate estimates from plans or descriptions which sound…