Choice Vectors: Streamlining Personal AI Alignment Through Binary Selection by Eleanor Watson, Minh Nguyen, Sarah Pan, Shujun Zhang

“…This paper presents a modular workflow for personal fine-tuning, synthesizing four core components from our previous research: (1) robust vectorization of user values and preferences, (2) a binary choice user interface (UI) approach to capturing those preferences with minimal cognitive load, (3) contrastive activation methods for steering large language models (LLMs) via difference vectors, and (4) knowledge graph integration for more auditable and structured alignment. …”
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High-Speed CMOS Synchronous Binary Counter With Constant Counting Rate by Sungho Kim, Jeongmin Kim, In-Cheol Park

“…Furthermore, to minimize the delay caused by T-flip-flops in the conventional binary counter, the sub-counters are intelligently designed based on the Johnson counter. …”
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Coincident Multimessenger Bursts from Eccentric Supermassive Binary Black Holes by Vikram Manikantan, Vasileios Paschalidis, Gabriele Bozzola

“…Focusing on a binary in the strong-field dynamical spacetime regime with eccentricity e = 0.3 as a point of principle, we show that the total accretion rate exhibits periodicity on the binary orbital period. …”
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The Initial-to-final Mass Relation of White Dwarfs in Intermediate-separation Binaries by Oren Ironi, Sagi Ben-Ami, Na’ama Hallakoun, Sahar Shahaf

“…We examine the applicability of the initial-to-final mass relation (IFMR) for white dwarfs (WDs) in intermediate-separation binary systems (∼1 au), using astrometric binaries identified in open clusters from Gaia DR3. …”
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Challenges in Forming Millisecond Pulsar–Black Holes from Isolated Binaries by Camille Liotine, Vicky Kalogera, Jeff J. Andrews, Simone S. Bavera, Max Briel, Tassos Fragos, Seth Gossage, Konstantinos Kovlakas, Matthias U. Kruckow, Kyle A. Rocha, Philipp M. Srivastava, Meng Sun, Elizabeth Teng, Zepei Xing, Emmanouil Zapartas

“…The NSBH formation rate is 2–3 orders of magnitude smaller than that for NS–BH binaries where the BH forms first (labeled BHNS). …”
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Pruning and optimization of optical neural network as a binary optical trigger by Bokun Zhao, Xuening Dong, Kaveh Rahbardar Mojaver, Brett H. Meyer, Odile Liboiron-Ladouceur

“…Motivated by the limited task complexity, constrained area and power budgets of binary triggers, we perform 1) systematic, application-specific hardware pruning by physically removing specific MZIs, and 2) application-specific optimizations in the form of false negative reduction and weight quantization, as well as 3) sensitivity studies capturing the effect of imperfections in real optical components. …”
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Are Long Gamma-Ray Bursts Progenitors to Merging Binary Black Holes? by Tom Y. Wu, Maya Fishbach

“…The distribution of delay times between the formation of binary black hole (BBH) progenitors and their gravitational-wave (GW) merger provides important clues about their unknown formation histories. …”
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Binary Yellow Supergiants in the Magellanic Clouds. I. Photometric Candidate Identification by Anna J. G. O’Grady, Maria R. Drout, Kathryn F. Neugent, Bethany Ludwig, Ylva Götberg, B. M. Gaensler

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A STATISTICAL ANALYTICS OF MIGRATION USING BINARY BAYESIAN LOGISTIC REGRESSION by Devi Azarina Manzilir Rohmah, Ani Budi Astuti, Achmad Efendi

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Comparison of heat input for rectification at various states of the initial binary mixture by K. M. Zakharov, Mohand Abbasi

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Simple definition of error probability at binary signaling over generalized channels by V. P. Tuzlukov

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Pulscan: Binary Pulsar Detection Using Unmatched Filters on NVIDIA GPUs by Jack White, Karel Adámek, Jayanta Roy, Scott M. Ransom, Wesley Armour

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Galactic Superaccreting X-Ray Binaries as Super-PeVatron Accelerators by Jieshuang Wang, Brian Reville, Felix A. Aharonian

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The choice of possible entrainers for the extractive distillation of binary mixture benzene – cyclohexane by V. M. Raeva, A. Y. Sebyakin, A. Y. Sazonova, A. K. Frolkova

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Test for LISA foreground Gaussianity and stationarity: galactic white-dwarf binaries by Riccardo Buscicchio, Antoine Klein, Valeriya Korol, Francesco Di Renzo, Christopher J. Moore, Davide Gerosa, Alessandro Carzaniga

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Ultrasound binary microbubble drug delivery and drug synthesis for cancer treatment by Timur Saliev, Mars Akishev

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Beyond binaries and before becoming: Reconsidering resistance in UK higher education by Mollie Baker

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Thermodynamic Modeling and Phase Prediction for Binary System Dinitrogen Monoxide and Propane by Alireza Bozorgian, Behrouz Raei

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Safe and Robust Binary Classification and Fault Detection Using Reinforcement Learning by Josh Netter, Kyriakos G. Vamvoudakis, Timothy F. Walsh, Jaideep Ray

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An In-Memory-Computing Binary Neural Network Architecture With In-Memory Batch Normalization by Prathamesh Prashant Rege, Ming Yin, Sanjay Parihar, Joseph Versaggi, Shashank Nemawarkar

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