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To Call or Not to Call: A Framework to Assess and Optimize LLM Tool Calling

arXiv:2605.00737v2 Announce Type: replace Abstract: Agentic AI architectures augment LLMs with external tools, unlocking strong capabilities. However, tool use is not always beneficial; some calls may be redundant or even harmful.

arXiv CS 2d ago

Aged care assessments under review

Minister grilled over human involvement in aged care assessments Thu 4 Jun 2026 at 2:07pm In short: Aged Care Minister Sam Rae has strongly defended the tool used to determine how much funding individuals should receive to support them living at home, arguing it is both faster and fairer. The government has had to reassess funding for 132 people following hundreds of complaints about the tool that uses an algorithm to determine payment levels. The Health and Aged Care Department has been...

ABC Australia 6d ago

Shaft-integrated Force Sensing with Transformer-based Dynamics Compensation for Telesurgery

Announce Type: replace Abstract: Robot-Assisted Minimally Invasive Surgery (RAMIS) enhances surgeon dexterity, with newer platforms leveraging haptic feedback to further improve performance. Such force information has broader potential to inform performance assessment, tactile localization, and surgical autonomy. This motivates the need for accessible approaches to integrating force sensing into RAMIS tools.

arXiv CS 7d ago

Shaft-integrated Force Sensing with Transformer-based Dynamics Compensation for Telesurgery

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arXiv CS 9d ago

Multilevel randomized quasi-Monte Carlo estimator for nested integration

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arXiv CS 7d ago

Unraveling the Ai2 Asta Scholarly Research Assistant Citation System

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arXiv CS 1d ago

'Ma'am, aap hi samjha do': Why teachers aren't worried about AI taking over classrooms yet

Walk into almost any school staffroom today and you will find two worlds sitting side by side. In one corner are the familiar symbols of teaching that have barely changed in decades: stacks of notebooks waiting to be checked, lesson plans being prepared, and teachers discussing the daily challenge of keeping students engaged. In the other corner are laptop screens glowing with AI-powered tools capable of generating worksheets, writing assessments, solving equations and answering questions in...

Times of India 6h ago

Can AI help coastal cities prepare for rising seas and extreme events?

Can AI help coastal cities prepare for rising seas and extreme events? Gaby Clark Scientific Editor Robert Egan Associate Editor Our novel artificial intelligence model can predict extreme storm surges with high accuracy, including under future climate conditions. Because the AI model runs much faster, it can help researchers and practitioners better assess coastal flood risk for adaptation planning.

Phys.org 1d ago

Year 12 students in Melbourne caught cheating using AI

Year 12 students at an all-boys school in Melbourne have been caught cheating on an English exam using AI. The students were spoken to after a school investigation into the incident, and their marks were reduced. The Victorian Curriculum and Assessment Authority's rules state that using AI may breach academic integrity.

ABC Australia 1d ago

Eroding a virtue: AI trains people to expect instant answers, and that's bad news for patience

Eroding a virtue: AI trains people to expect instant answers, and that's bad news for patience Gaby Clark Scientific Editor Andrew Zinin Lead Editor When I was growing up, teachers would assign research papers that required going to the library, or later, searching for relevant material on the internet. If the paper was going to turn out well, we students needed to patiently comb through piles of material, weaving what we found into a coherent argument that was well-supported with evidence....

Phys.org 6d ago