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The dominant paradigm in AI development is scale. Bigger models, more parameters, more compute. PHI // DRIFT is a different bet. It's a cognitive middleware architecture built on a single thesis: that distinct, continuous, contextually coherent behavior in an AI companion emerges not from model weights alone — but from what is assembled into the prompt, what is retrieved from memory, and what structured state is updated between turns. Five architectural contributions: DMU — Decision Memory Unit. Replaces cosine similarity retrieval with exp(-t/τ) × reinforcement × contextual × extra. Memories are scored by what mattered to the system's ongoing state — not just what was semantically adjacent. Ablation confirmed 14.8% more context injected per prompt than cosine-only RAG. On CPU-only hardware that's a 45.4% latency difference. PEDI / DII — Persistence-Embodiment-Drift Index. A five-component falsifiable proxy metric for behavioral continuity across context resets. Not a claim about consciousness. A measurement Is AI Profitable Yet? Chemical & Engineering News What it takes to run an AI coworker on iMessage 94% will keep spending on AI even when it fails Purr - Apps on Google Play Ask HN: What to learn and do, that makes me least affected by AI in STEM? Second Brain — Your AI Tools Finally Remember You atom.plumocracy.com Cheap AI could derail OpenAI and Anthropic's IPOs The Future of AI-Facilitated Medicine I used $30,983 of AI tokens last month in Claude code on $200/mo plan Don't just 'quote' the AI Did Google’s AI agents really build an operating system for $916? 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It Just Doesn't Know What to Remember The Companies Cutting Headcount for AI Will Lose to the Ones Who Didn't Ask HN: Is there a better and more affordable AI coding tool than Claude? Food for Agile Thought #545: R/L Agentic Chaos, AI Killed the Agile Industry The current AI pricing was always going to go away A top K-drama star faces explosive backlash over AI-manipulated voice evidence Clickup mocks employees over AI 8 days before layoff Automated Expert Extraction: Behavioural Telemetry of Nyx Wave Ban on Authors Who Submit AI Content “Welcome but Unenforceable” Hollywood in the 60s and the Good AI Future — Joel Dueck Proton Pass for AI Agents Baby Magic-AI Baby Image & Video Generator Online Interactive AI Chat - Chrome 应用商店 Google I/O showed how the path for AI-driven science is shifting Google makes Gemini 3.5 Flash the default AI model for billions of users - Tech Three Dots AI didn't kill your junior pipeline. You did | Andrew Murphy

Let Me AI That For You

NordStreamYa · 2026-05-23 · via Hacker News - Newest: "AI"

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