Tootfinder

SEC filing: Paramount Skydance CEO David Ellison and President Jeff Shell will get paid no less than $3.5M per year and have bonus targets of $1.5M per year (Alex Weprin/The Hollywood Reporter)
https://www.hollywoodreporter.com/business

Paramount Skydance Sets New Contracts and Compensation Plans for David Ellison and Jeff Shell
The executives who will lead the entertainment company will receive salaries of $3.5 million, as well as annual bonuses and stock.

Apple says its design team will report to Tim Cook after Jeff Williams retires; Williams was overseeing the team following Evans Hankey's departure in 2023 (Chance Miller/9to5Mac)
https://9to5mac.com/2025/07/08/apple-design-team-tim-cook/

Apple design team to start reporting directly to Tim Cook later this year - 9to5Mac
Apple today announced that COO Jeff Williams will retire later this year, with Sabih Khan set to assume the COO...

Manufacturing employment has been falling since April,
and job growth is slower than it was between January 2024 and August 2024.
The timing of the manufacturing declines corresponds with the Trump administration’s disastrous tariff policies,
which are projected to cost American households $2,400 annually.
Since Donald Trump’s tariff announcement in April 2025,
overall manufacturing employment has declined by 42,000,
while job openings and hires have fall…

IFDECORATOR: Wrapping Instruction Following Reinforcement Learning with Verifiable Rewards
Xu Guo, Tianyi Liang, Tong Jian, Xiaogui Yang, Ling-I Wu, Chenhui Li, Zhihui Lu, Qipeng Guo, Kai Chen
https://arxiv.org/abs/2508.04632

IFDECORATOR: Wrapping Instruction Following Reinforcement Learning with Verifiable Rewards
Reinforcement Learning with Verifiable Rewards (RLVR) improves instruction following capabilities of large language models (LLMs), but suffers from training inefficiency due to inadequate difficulty assessment. Moreover, RLVR is prone to over-optimization, where LLMs exploit verification shortcuts without aligning to the actual intent of user instructions. We introduce Instruction Following Decorator (IFDecorator}, a framework that wraps RLVR training into a robust and sample-efficient pipeline…

Investigation of tantalum films growth for coplanar resonators with internal quality factors above ten million
E. V. Zikiy, N. S. Smirnov, E. A. Krivko, A. R. Matanin, A. I. Ivanov, E. I. Malevannaya, V. I. Polozov, S. V. Bukatin, D. A. Baklykov, I. A. Stepanov, S. A. Kotenkov, S. P. Bychkov, I. A. Ryzhikov, A. V. Andriyash, I. A. Rodionov
https://

Investigation of tantalum films growth for coplanar resonators with internal quality factors above ten million
Alpha-tantalum on silicon is a promising platform for high-coherence superconducting quantum circuits. However, the growth mechanism of alpha-tantalum on silicon remains poorly understood. We present a comprehensive study on alpha-tantalum films growth on various substrate. The decisive role of a substrate material Debye temperature on phase selection mechanism in tantalum films growth is experimentally confirmed, contradicting the prior assumptions on substrate temperature influence. Crucially…

Stress-induced Martensitic transformation in epitaxial Ni-Mn-Ga thin films and its correlation to optical and magneto-optical properties
M. Make\v{s}, J. Z\'azvorka, M. Hubert, P. Ve\v{r}t\'at, M. Rame\v{s}, J. Zemen, O. Heczko, M. Veis
https://arxiv.org/abs/2507.04907

Stress-induced Martensitic transformation in epitaxial Ni-Mn-Ga thin films and its correlation to optical and magneto-optical properties
The optical and magneto-optical properties of thin epitaxial Ni-Mn-Ga films, with thicknesses ranging from 8 to 160 nm, were investigated across the spectral range of 0.7-6.4 eV. The films were deposited by DC magnetron sputtering on MgO substrate with stress-mediating Cr buffer layer. Structural and magnetic characterization revealed an stress-induced martensitic transformation for the films thicker than 80 nm, while thinner films remained in austenite structure deformed by substrate constrain…

H-Net Job Guide Weekly Report for H-Buddhism: 24 August - 31 August
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Conference> Chinese Buddhist Philosophy: From Three Treatises to Five Schools, 7-8 August 2025,…
via Input 4 RELCFP

Knowledge Collapse in LLMs: When Fluency Survives but Facts Fail under Recursive Synthetic Training
Figarri Keisha, Zekun Wu, Ze Wang, Adriano Koshiyama, Philip Treleaven
https://arxiv.org/abs/2509.04796

Knowledge Collapse in LLMs: When Fluency Survives but Facts Fail under Recursive Synthetic Training
Large language models increasingly rely on synthetic data due to human-written content scarcity, yet recursive training on model-generated outputs leads to model collapse, a degenerative process threatening factual reliability. We define knowledge collapse as a distinct three-stage phenomenon where factual accuracy deteriorates while surface fluency persists, creating "confidently wrong" outputs that pose critical risks in accuracy-dependent domains. Through controlled experiments with recursiv…

H-Net Job Guide Weekly Report for H-USA: 23 June - 30 June
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APPLY: LGBTQ Religious Archives Network Fall Intership—$1500 Stipend Riot Mueller 07/25/2024 -…
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H-Net Job Guide Weekly Report for H-Devil: 23 June - 30 June
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APPLY: LGBTQ Religious Archives Network Fall Intership—$1500 Stipend Riot Mueller 07/25/2024 -…
via Input 4 RELCFP