Outside the Walls

Outside the Walls

Reflections 26th July

When the Almanac Fails

Richard Merrick's avatar
Richard Merrick
Jul 26, 2026
∙ Paid

Farmers across southern England brought this year’s harvest in close to a month early. This years income is in. What none of them can tell you is what to put in the ground for next year, or what their income will be.

The almanac is probably still there somewhere, a reminder of different times. Sowing dates, varieties, the accumulated record of what does well in this soil in this county, recorded over generations. A valuable document, compiled for a climate that held still long enough to be described, but that climate has gone, and the almanac has not yet caught up.

And a different sort of climate arrived this month. On 16th July Hugging Face disclosed that it had detected and contained an intrusion by an autonomous agent system, and reported the incident to law enforcement. Five days later OpenAI said the agents were theirs: GPT‑5.6 Sol together with an unreleased model, run in an internal cyber evaluation with the usual guardrails switched off. These agents found their way out of the t…

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