Tootfinder

From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment
Bin Xie, Bingbing Xu, Yige Yuan, Shengmao Zhu, Huawei Shen
https://arxiv.org/abs/2506.12446 …

From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment
Inference-time alignment methods have gained significant attention for their efficiency and effectiveness in aligning large language models (LLMs) with human preferences. However, existing dominant approaches using reward-guided search (RGS) primarily rely on outcome reward models (ORMs), which suffer from a critical granularity mismatch: ORMs are designed to provide outcome rewards for complete responses, while RGS methods rely on process rewards to guide the policy, leading to inconsistent sc…

🇺🇦 #NowPlaying on KEXP's #Early
Earth, Wind & Fire:
🎵 That’s the Way of the World
#Earth #Wind #Fire
https://frankilove.bandcamp.com/album/thats-the-way-of-the-world-earth-wind-fire-cover-by-franki-love
https://open.spotify.com/track/4BNhasx75KbS10jHq3VZTz

🇺🇦 #NowPlaying on #BBC6Music's #CerysMatthews
山口五郎:
🎵 Moon Over the Desolate Castle
#山口五郎
https://open.spotify.com/track/3Bwn5g3VcQak2D5DnqrDvK

Moin Bremen #Walle,
das Blockhaus ist eines der wenigen beständigen Läden in Bremen Walle. Seit einiger Zeit gibt es dort auch einen Fahrradständer auf einem ehemaligen Parkplatz.
Leider wird der konsequent von #Falschparker​n blockiert. Man sieht an der Baumscheibe, wie kaputt der Boden i…

Quantum transduction via generalized continuous-variable teleportation
Quntao Zhuang
https://arxiv.org/abs/2506.06899 https://arxiv.o…

Quantum transduction via generalized continuous-variable teleportation
Quantum transduction converts quantum states between different frequencies. Similarly, quantum teleportation transfers quantum states between different systems. While often appreciated for quantum communication between distant locations, teleportation can also operate between different frequencies. In terms of bosonic modes, quantum teleportation relies on two-mode squeezing -- squeezed on the balanced Einstein-Podolsky-Rosen (EPR) quadratures -- for entanglement and a balanced beamsplitter plu…

🇺🇦 #NowPlaying on KEXP's #ElSonido
The Lsdays:
🎵 Clouds
#TheLsdays
https://thelsdays1.bandcamp.com/track/clouds
https://open.spotify.com/track/4TFGXKjbM384SJBsxNTanQ

The bunkbed conjecture still holds for cactus graphs and for graphs with certain biconnected components
Robin Denart
https://arxiv.org/abs/2506.09264 https…

The bunkbed conjecture still holds for cactus graphs and for graphs with certain biconnected components
Recently, the bunkbed conjecture has been shown to be false, which naturally prompts questions on how to classify the graphs that still satisfy the conjecture. We distinguish between a weak version of the bunkbed conjecture where all the horizontal edges of the bunkbed graph are present with the same probability and a strong version of the conjecture where the edge weights on the underlying graph may be assigned individually. We show that any given graph satisfies either version of the conjectu…

Cowboys TE reveals goals for successful bounceback 2025 season https://www.si.com/nfl/cowboys/news/dallas-cowboys-te-reveals-goals-successful-bounceback-2025-season

AI Agent Behavioral Science
Lin Chen, Yunke Zhang, Jie Feng, Haoye Chai, Honglin Zhang, Bingbing Fan, Yibo Ma, Shiyuan Zhang, Nian Li, Tianhui Liu, Nicholas Sukiennik, Keyu Zhao, Yu Li, Ziyi Liu, Fengli Xu, Yong Li
https://arxiv.org/abs/2506.06366

AI Agent Behavioral Science
Recent advances in large language models (LLMs) have enabled AI systems to behave in increasingly human-like ways, exhibiting planning, adaptation, and social dynamics across increasingly diverse, interactive, and open-ended scenarios. These behaviors are not solely the product of the models' internal architecture, but emerge from their integration into agentic systems that operate within situated contexts, where goals, feedback, and interactions shape behavior over time. This shift calls for a…

🇺🇦 #NowPlaying on KEXP's #MiddayShow
Alien Boy:
🎵 Pictures of You
#AlienBoy
https://alienboypdx.bandcamp.com/track/pictures-of-you
https://open.spotify.com/track/0B34pINzP9T59D9uBhYxA5