Framing displacement
The AI/work debate polarised between panic and denial. Environmental bias, task versus role, and the competencies that emerge in the gap it leaves.
Read post →Notes and essays on the silent conversation between machines and those of us who design them. Short pieces to slow down the reading of a technology that moves too fast.
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The AI/work debate polarised between panic and denial. Environmental bias, task versus role, and the competencies that emerge in the gap it leaves.
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Coordinating teams of autonomous agents with the vocabulary of Scrum and PMBOK: what survives, what breaks, and what remains to be invented.
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A RAG does not eliminate the entropy of organisational knowledge — it displaces it. On embedding drift, corpus staleness and silent vector memory.
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A four-variable framework — capacity, rhythm, freshness, frequency — to name the cognitive asymmetry between humans and machines in a single system.
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A datum erased from a table disappears. One erased from a model does not. On machine unlearning, weights that hold on and human forgetting as mirror.
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Saving is easy; erasing is hard. How to shift the architecture of storage so that forgetting becomes the default state and not a late add-on.
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Validation bias in AI outputs: code that compiles, well-written reports, closed-loop audits. How to build mechanisms of doubt into the pipeline.
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MCP and A2A protocols, task delegation and diffused responsibility. The machine-to-machine conversation engineering does not yet know how to supervise.
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Reasoning models consume 6 to 13 times more energy than standard queries. What data engineering is still not measuring.
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Two architectures, two philosophies of reasoning. Google bets on depth, Meta on presence. What changes for data engineering.
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Reinforcement learning, DeepSeek-R1 and the erosion of collective cognitive immunity. What emerges when we stop teaching and start observing.
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Bias, identity and exclusion in multi-agent systems. What happens when several language models stop talking to you and start talking among themselves.
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When video stops being proof: how Sora 2 proposes emotional experiences indistinguishable from the lived, and what that blurred frontier implies.
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When Barcelona's companies outsource their thinking to opaque algorithms. A tech-ethical analysis of the Barcelona business ecosystem.
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Proton's AI assistant proposes another way to build AI: no mass collection, no centralised infrastructures, and European sovereignty.
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Databases that understand context, generate metadata and participate in governance. From traditional modelling to co-modelling with embedded intelligence.
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AI will not arrive as a spectacular invention but as silent infrastructure. Five structural scenarios and the ethical tensions of tomorrow.
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