Restartable
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Mining set to restart at one of the NT's biggest gold reserves
Mount Todd gold mine near Katherine gearing up to restart production, with first gold bars set for 2030 Wed 10 Jun 2026 at 12:03pm In short: The long-dormant Mount Todd gold mine, near Katherine, is gearing up to restart production from one of the NT's biggest gold reserves. Traditional owners want "first crack" at mining jobs for local Aboriginal people, though Vista Gold is planning a largely FIFO workforce from the outset. The mine is seeking final approvals and hopes to begin engineering...
Restart Scheme statistics to April 2026
Restart Scheme statistics to April 2026 Statistics in development including demographics and volumes of referrals, starts, first earnings, job outcomes and performance by contract area, month, and cohort Documents Details The Restart Scheme launched in June 2021, with the first cohort starting in July 2021, in England and Wales and aims to provide tailored and intensive support to participants to achieve sustained work. It is currently aimed at those who have claimed Universal Credit (UC)...
Restartable Sequences
May 31st, 2026 @ justine's web page The best kept secret at the frontier of system programming right now is the Linux 4.18+ (c. 2018) concept of restartable sequences or rseq for short. They allow you to create thread-safe data structures without locks or atomics which scale to microprocessors with many cores. It's currently only possible to use rseq on Linux using handwritten assembly code.
UN watchdog, Western nations call on Iran to restart nuclear cooperation
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Middle east live: Pentagon chief says US 'more than capable' of restarting war with Iran
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Iterated Population Based Training with Task-Agnostic Restarts
Announce Type: replace Abstract: Hyperparameter Optimization (HPO) can lift the burden of tuning hyperparameters (HPs) of neural networks. HPO algorithms from the Population Based Training (PBT) family are efficient thanks to dynamically adjusting HPs every few steps of the weight optimization.
Oil prices fall 3% on report Trump reluctant to restart Iran war
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Trump's DOE restarts energy rebate program with dumb conditions
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A Doeblin-Anchored Contrastive Chart for Learning Markov Transition Kernels
arXiv:2606.02232v1 Announce Type: new Abstract: Learning a Markov transition model is not merely conditional density estimation: the learned object must be a valid transition kernel before it is iterated in downstream dynamics. This paper introduces a Doeblin-anchored contrastive chart, a statistical-to-dynamical coordinate framework for learning transition kernels from contrastive objectives. Given a restart law and an anchor strength, the chart mixes the target transition with the restart law.