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📰 Dev.to · Oleksander

Articles from Dev.to · Oleksander · 5 articles · Updated every 3 hours · View all reads

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Google's TurboQuant solves half the AI memory problem. Here's the other half.
Dev.to · Oleksander 2w ago
Google's TurboQuant solves half the AI memory problem. Here's the other half.
This week Google Research published TurboQuant — a two-stage KV-cache quantization algorithm that...
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Your AI forgets everything — this layer fixes that without retraining
Dev.to · Oleksander 2w ago
Your AI forgets everything — this layer fixes that without retraining
Your AI model forgets everything after every conversation. Not because it’s bad — because it has no...
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I tested the same AI model against itself. Memory won 4/5.
Dev.to · Oleksander 3w ago
I tested the same AI model against itself. Memory won 4/5.
The experiment Same model. Same 5 questions. One difference: one side had persistent...
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I built a cognitive layer for AI agents that learns without LLM calls
Dev.to · Oleksander 3w ago
I built a cognitive layer for AI agents that learns without LLM calls
The problem Every time your agent starts a conversation, it starts from zero. Sure, you...
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10x Faster Recall + Memory That Evolves: Aura v1.3 for AI Agents
Dev.to · Oleksander 1mo ago
10x Faster Recall + Memory That Evolves: Aura v1.3 for AI Agents
The Problem Every AI agent framework has the same weakness: memory is an afterthought....
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