Tootfinder

"The agency recently blocked users from accessing multiple websites and made password changes to an internet security tool in efforts to shore up its cyber posture"
FEMA begins security overhauls following cyber incident and employee firings

FEMA begins security overhauls following cyber incident and employee firings
The agency recently blocked users from accessing multiple websites and made password changes to an internet security tool in efforts to shore up its cyber posture, people familiar say.

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…

The United Nations General Assembly will convene its September session in Geneva instead of New York,
following the United States’ refusal to grant entry visas to Palestinian President Mahmoud Abbas and dozens of senior Palestinian officials
President Abbas is expected to address the Assembly in Geneva,
where he will call for international protection, recognition of Palestinian sovereignty,
and accountability for war crimes.
The Geneva session is expected to amp…

UN Assembly Moves to Geneva After U.S. Bars Palestinian Delegation | – IMEMC News
The United Nations General Assembly will convene its September session in Geneva instead of New York, following the United States’ refusal to grant entry visas to Palestinian President Mahmoud Abba…

San Leandro teen charged with shooting & killing 17 yr old girlfriend in her bedroom, is freed from custody by empathetic judge who rejects #prosecution theory of intentional #murder.
#Prosecutors have refiled murder …

San Leandro teen released from jail after judge rejects girlfriend murder theory
A judge said he doubted the DA’s theory behind the recent fatal shooting of Izabella Raquedan-Retuta, allegedly shot by her boyfriend inside her bedroom.

$NavA^3$: Understanding Any Instruction, Navigating Anywhere, Finding Anything
Lingfeng Zhang, Xiaoshuai Hao, Yingbo Tang, Haoxiang Fu, Xinyu Zheng, Pengwei Wang, Zhongyuan Wang, Wenbo Ding, Shanghang Zhang
https://arxiv.org/abs/2508.04598

$NavA^3$: Understanding Any Instruction, Navigating Anywhere, Finding Anything
Embodied navigation is a fundamental capability of embodied intelligence, enabling robots to move and interact within physical environments. However, existing navigation tasks primarily focus on predefined object navigation or instruction following, which significantly differs from human needs in real-world scenarios involving complex, open-ended scenes. To bridge this gap, we introduce a challenging long-horizon navigation task that requires understanding high-level human instructions and perf…

Sources: the US has started issuing licenses to Nvidia to export H20 chips to China following weeks of inaction, after Jensen Huang met Trump on Wednesday (Financial Times)
https://www.ft.com/content/e9c52f00-9bde-4840-801e-ba66c792df9e

Trump regime feeling emperor vibes.
https://www.theguardian.com/us-news/2025/aug/06/jd-vance-ohio-lake-water-levels

D4 is a mess because of incoherent alliances.
Engardio won by courting both urbanists (who skew progressive) and conservatives (who are car-brained). Now conservatives feel betrayed because he backed car-free space, while progressive urbanists who like car-free spaces still aren't wild about *him*.
Thus, he's likely toast in the recall. 1/

Recalls now ‘a thing we live with,’ political insiders say at Mission Local event
The insiders said Engardio is in big trouble. They added that new money, especially from tech, fueling city politics is behind recent recalls.

Dear spammers, could you please fix your scripts, so that when the mail server replies:
452 4.3.1 Insufficient system storage
Then you QUIT instead of following up with more crap? Thank you.
#spam

Light-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking for Complex Instruction Following
Chenyang Wang, Liang Wen, Shousheng Jia, Xiangzheng Zhang, Liang Xu
https://arxiv.org/abs/2508.03178

Light-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking for Complex Instruction Following
While advancements in the reasoning abilities of LLMs have significantly enhanced their performance in solving mathematical problems, coding tasks, and general puzzles, their effectiveness in accurately adhering to instructions remains inconsistent, particularly with more complex directives. Our investigation identifies lazy reasoning during the thinking stage as the primary factor contributing to poor instruction adherence. To mitigate this issue, we propose a comprehensive framework designed …