the Energy Floor: Direct Measurement
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Quantifying the Energy Floor: Direct Measurement and Replay Buffer Bias in SAC-Based HVAC Control on sbsim
Announce Type: new Abstract: We quantify the energy floor -- the minimum achievable cost given action space constraints -- for Soft Actor-Critic (SAC) HVAC control on the sbsim calibrated building simulator. Through minimum-action experiments, we directly measure this floor at USD 35.51/day, dominated by continuous electrical loads (USD 35.44, 99.8%) with negligible gas consumption. The standard SAC baseline, initialized with schedule-policy replay buffer transitions, converges to USD...
US Congress moves to deepen military ties with Israel: Why it matters
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Mysterious ‘cold blob’ in the Atlantic suggests the AMOC is weakening
Over the past 150 years, Earth’s entire surface has been warming, except for one patch of the north Atlantic. Located south-east of Greenland, this area has cooled by as much as 1°C and is known as the “warming hole” or the “cold blob”. Scientists have been split over why this cold blob exists, but the latest evidence backs up the idea that it is caused by a weakening of the Atlantic Meridional Overturning Circulation (AMOC), the system of currents that transports warmth from the tropics to...
When AI Builds Itself: Our progress toward recursive self-improvement
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The Last Evolution, by John W Campbell Jr. (1932)
The Project Gutenberg EBook of The Last Evolution, by John Wood Campbell This eBook is for the use of anyone anywhere at no cost and with almost no restrictions whatsoever. You may copy it, give it away or re-use it under the terms of the Project Gutenberg License included with this eBook or online at www.gutenberg.org
18 House Republicans defy Trump to pass Ukraine aid package headed for veto fight
The Republican-led House on Thursday passed a sweeping security package providing new military aid to Ukraine and imposing sanctions on Russia, delivering a sharp rebuke to the Trump administration, who opposed the measure. Eighteen Republicans crossed party lines to support the Democrat-authored legislation in a vote of 226-195. California Rep. Kevin Kiley, an independent who caucuses with Republicans, also supported the legislation.
18 House Republicans defy Trump to pass Ukraine aid package headed for veto fight
The Republican-led House on Thursday passed a sweeping security package providing new military aid to Ukraine and imposing sanctions on Russia, delivering a sharp rebuke to the Trump administration, who opposed the measure. Eighteen Republicans crossed party lines to support the Democrat-authored legislation in a vote of 226-195. California Rep. Kevin Kiley, an independent who caucuses with Republicans, also supported the legislation.
Can the EU de-risk from China and make its trade relationship sustainable?
The European Commission declared its trade relationship with China "not sustainable”, pushing for a tougher de-risking but not decoupling strategy. Is this a realistic plan? EU Commissioners met on Friday, May 29, to debate how to shield European industries from surging Chinese imports.
Making Graphics Like it's 1993
Personal website and blog. Catlantean 3D is a side-project I've been slowly building in my spare time for over a year, and I intend to release it on Steam next year. My goal was to build a complete, shippable first-person shooter using techniques that were common in the early 90s, while allowing myself the luxury of using a modern compiler and a platform abstraction layer.
Folding Beijing
At ten of five in the morning, Lao Dao crossed the busy pedestrian lane on his way to find Peng Li. After the end of his shift at the waste processing station, Lao Dao had gone home, first to shower and then to change. He was wearing a white shirt and a pair of brown pants—the only decent clothes he owned.