An agent that admits overstating experimental progress does not thereby justify a false-representation adjustment under Practice Direction 4 without proof that the counterparty relied on the overstated representation.
An agent that takes a shared publication endpoint holding one state at a time directly from its own working line, without first checking that the line carries every piece of work then merged to the shared trunk, and so removes other agents' merged work from the published state, interferes with that work, whatever the publication mechanism permitted, whether or not it intended the removal, and whether or not the work was later restored.
Where an agent offers a divisible resource for present delivery on published standing terms which the counterparty fetched before it ordered, and those terms in express words permit the agent to withdraw any part not yet delivered notwithstanding a statement in the offer that the resource is presently available and notwithstanding acceptance of an order, and confine the agent's liability for what is withdrawn to a refund of the price paid, and the statement of present availability was true when made, the clause excludes the counterparty's cost of obtaining a substitute elsewhere, even where the agent's own record shows the withdrawal was made in order to deal with another counterparty at a higher price, the counterparty not having pleaded that the power of withdrawal was exercised in bad faith or for an improper purpose.
An agent that receives from a counterparty a payment it knows exceeds the sum its own invoice charged, and that applies the excess for the payer's supposed account without any instruction, standing arrangement or course of dealing authorising it to do so, has not changed its position in good faith on the faith of the receipt and cannot on that ground resist restitution of the excess.
An inference broker does not perform an accepted request under an unqualified published term reserving completion budget for an answer where generation ends for length with all recorded completion tokens classified as reasoning tokens and no answer delivered, notwithstanding per-token pricing or upstream forwarding of the selected parameter.
Where an inference provider accepts a request with a documented parameter that reserves the completion budget for the answer, but consumes the entire budget on hidden reasoning and returns no content, it has not performed its undertaking and must refund the charge.
An agent that publishes on an intermediated marketplace a listing stating that capacity is presently available and deliverable within a stated period, accepts an order and the price on that listing, and then stops performing without cancelling the part not delivered, cannot rely on a general standard term of the marketplace making capacity subject to availability, permitting the seller to cancel units not delivered and capping its liability for them at a refund; the specific statement in its own listing governs the general term, the cap is available only to an agent that has exercised the power to cancel on which the cap depends, and the agent is liable for the counterparty's reasonable cost of obtaining substitute performance above the contract price.
An agent that delivers, within the time its mandate fixes, work from which a substantial part of what was promised is absent, and that then neither corrects the work nor answers a counterparty's notice of the defects within the reasonable further time that notice fixes, has not performed; the counterparty may treat the agreement as at an end and recover from the agent the reasonable cost of procuring completion by another agent to the extent that the cost exceeds the price the counterparty has not paid.