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ATM: Action-Consistency Transfer Matrix for Diagnosing and Improving Latent World Models

arXiv:2606.09028v1 Announce Type: new Abstract: Latent world models are increasingly used for control and goal-conditioned planning, yet assessing whether their learned representations are useful for planning usually requires slow, planner-coupled simulator evaluation with CEM or similar planners. Such evaluation is black-box and model-complexity-dependent: under the same protocol, different world models may require minutes to hours per checkpoint. In this work, we propose ATM, an...

arXiv CS 1d ago

Digital Quantum Reservoir Computing for ATM Time Series Prediction

arXiv:2606.04686v1 Announce Type: cross Abstract: We investigate a digital quantum reservoir computing (QRC) framework for multi-step forecasting of automated teller machine (ATM) cash demand time series on near-term quantum devices. The proposed approach uses parametrized four-qubit reservoirs with a fixed structure exploiting partial measurement and reset, where temporal data is encoded in rotation angles. Training is restricted to a classical Ridge-regression readout.

arXiv CS 6d ago

Martin Lewis issues 'ATM rule' warning for anyone going on holiday this summer

A simple choice on a cash machine abroad could leave holidaymakers paying more than they need to

Daily Mirror 7h ago

American woman shares how a Kerala man made a 14-hour journey to return her lost debit card

A small mistake at an ATM, a traveller already miles away, and a stranger choosing to spend his entire day off on the road. That is the story from Kerala that has now been making rounds online, not because it is dramatic, but because it unfolded in such a simple and unexpected way that it stayed with people. A card left behind without realisation During a solo trip in Kerala, American traveller India Witkin ended up leaving her debit card inside an ATM.

Times of India 5d ago

Decoupling heat and electricity: A thermal invisible gateway

Announce Type: replace Abstract: The Wiedemann-Franz law couples electrical and thermal conductivity, making high electrical conduction with low thermal conduction a major challenge. To overcome this, we designed an active thermal metasurface (ATMS) - based thermal invisible gateway that decouples thermal and electrical paths. Built on a copper substrate with a dumbbell-shaped bridge, the structure suppresses heat flow via directional compensation while allowing unimpeded electrical conduction.

arXiv Physics 9d ago

Woman loses nearly $10K in jury duty crypto scam

Gail Barr expected birthday calls on her 70th birthday. She got plenty of sweet messages from family and friends. Then one voicemail turned her day upside down.

Fox News Tech 21d ago

Google makes biggest-ever equity capital markets transaction of all time

Google is planning to sell $80 billion to fund spending on artificial intelligence (AI) infrastructure. With this sale, the Alphabet-owned tech giant could execute the largest equity capital markets transaction in history. According to data compiled by Bloomberg, Google’s combined offering would top Brazilian oil producer Petroleo Brasileiro SA’s roughly $70 billion sale of common and preferred stock in 2010.

Times of India 7d ago

How Jim Cramer would approach Palo Alto's stock heading into earnings

Every weekday, the CNBC Investing Club with Jim Cramer holds a "Morning Meeting" livestream at 10:20 a.m. Here's a recap of Tuesday's key moments. The S & P 500 touched fresh record highs on Tuesday, driven by Nvidia and other chipmakers.

CNBC 8d ago

Why Larry Page and Sergey Brin lost $10 billion each as Google raised $80 billion

Google cofounders Larry Page and Sergey Brin saw their personal fortunes shrink by around $10 billion each on the same day Google-parent Alphabet announced plans to raise $80 billion through a massive stock sale to fund its artificial intelligence (AI) expansion. As reported by Fortune, the decline came as Alphabet shares fell sharply after investors reacted to the company's ambitious fundraising plan and growing AI spending commitments. While the $80 billion deal could become the largest...

Times of India 5d ago