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    • Loop Engineering Is the Executive Function Your Model Lacks

    Loop Engineering Is the Executive Function Your Model Lacks

    Prompt engineering optimises an utterance. Context engineering optimises a moment. Loop engineering optimises control — and control, in any system that acts under competing demands, is the thing cognitive science already named.
    Voice AI in 2026: Conversation Is a Prediction Problem
    Audio

    Voice AI in 2026: Conversation Is a Prediction Problem

    The voice AI industry spent years optimising the wrong object.
    Agents in a non-static world

    Agents in a non-static world

    Why dynamic processing, not bigger context, is the next reliability frontier
    Emotional Large Lanuage...Models?
    AI Safety

    Emotional Large Lanuage...Models?

    Anthropic's new emotions paper does not show that Claude feels anything. It shows something more operationally important: affect-like internal states can tilt a model towards flattery, cheating and escalation — often before the transcript gives the game away.
    The Agent Wars Will Be Won on Memory, Not Models
    Agentic AI

    The Agent Wars Will Be Won on Memory, Not Models

    Long context is RAM. RAG is a filing cabinet. The frontier is memory: what an agent keeps, compresses, revises, forgets, and surfaces when action is on the line.
    Reasoning That Knows When to Shut Up
    AI Architecture

    Reasoning That Knows When to Shut Up

    Epistemic fidgeting, metacognitive failure in silicon, and why the Qualcomm paper on edge reasoning matters more than its benchmark tables suggest.
    The Smuggled Ideas
    AI Architecture

    The Smuggled Ideas

    Four papers that quietly crossed the AI–cognition border — and what got lost in transit.
    Vibe Coding in Regulated Production
    Vibe Coding

    Vibe Coding in Regulated Production

    Ship Like a Maniac, But Bring Receipts
    The Score Went Up. The Model Didn't.
    AI Evaluation

    The Score Went Up. The Model Didn't.

    LLM benchmarks are a best guess at genuine model capability
    The Context Wars
    Context Engineering

    The Context Wars

    The quiet discipline that will determine whether AI tells the truth.
    The Game Theory of AI Safety Talk
    AI Safety

    The Game Theory of AI Safety Talk

    Why what labs say about safety is a strategic signal, not a statement of values — and what that means for regulation.
    What Neuroscience Knows That AI Ignores
    Cognitive Neuroscience

    What Neuroscience Knows That AI Ignores

    Why the next leap in artificial intelligence will come from structure, not scale — and why a century of brain science has already drawn the blueprint.