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Set-like operations on propositional logic programs
arXiv:2605.03613v2 Announce Type: replace Abstract: A systematic algebraic framework for composing and decomposing logic programs is currently missing, limiting our ability to analyze and construct programs in a modular way. In this paper, we introduce set-like operations for (propositional Horn) logic programs that allow for a structured manipulation of rule bodies. Our main technical result shows that programs can be decomposed into simpler components in such a way that their least model...
TurtleAI: Benchmarking Multimodal Models for Visual Programming in Turtle Graphics
arXiv:2606.03626v1 Announce Type: new Abstract: Vision-language models (VLMs) have been explored for visual programming, where they generate code to solve visual tasks. However, most prior work focuses on visual programming for productivity; it remains unclear how well current VLMs perform on education-oriented visual programming and what factors limit their performance. To bridge this gap, we introduce TurtleAI, a benchmark containing 823 tasks curated based on real-world visual programming...
Missouri slashes funding for Dolly Parton’s free book program
Missouri slashes funding for Dolly Parton’s free book program The cut is part of Missouri’s 2027 education budget reductions, which also slash funding for programs like Workforce Diploma and Urban Teaching - Bookmark - CommentsGo to comments Missouri is reducing state funding for Dolly Parton’s Imagination Library, a long-running early childhood reading program that mails free books to young children, according to multiple local reports. Under the state’s fiscal year 2027 budget, funding...
Equilibrium Semantics and Strong Equivalence for Higher-Order Logic Programs
arXiv:2606.02387v1 Announce Type: new Abstract: One of the most significant achievements of equilibrium logic was the characterization of strong equivalence, a property crucial for program transformation and optimization in Answer Set Programming (ASP). While ASP has recently been extended to a higher-order setting to enhance its expressive power, the lack of a comparable purely logical foundation has made verifying strong equivalence for higher-order programs or even proving the correctness...
Millions of students could lose internet access as Trump admin looks to axe $3 billion school program
Millions of students could lose internet access as Trump admin looks to axe $3 billion school program FCC Chairman Brendan Carr said in a statement that the commission is launching a complete review of the E-Rate program, with a new proposal to be released this week - Bookmark - CommentsGo to comments The U.S. Federal Communications Commission (FCC) has initiated a comprehensive review of its $3 billion annual internet subsidy program for schools and libraries, citing growing concerns over...
Meta funds skilled trades jobs program for AI data center buildout
Meta funds skilled trades jobs program for AI data center buildout NEW YORK, June 8 : Meta is investing $115 million to stand up a new training program for data center technician jobs, as the social media giant races to build the infrastructure to power its AI ambitions. The cost-free program, America's Workforce Academy, will end in guaranteed job offers to graduates, the company said in a statement.
This 65-year-old programming language is making companies spend millions to keep it running
At a time when AI engineers with special skills are being paid millions, there is a small group of young developers who are working 65-year-old programming language and making fortunes. This programming language is called COBOL and it remains the absolute, load-bearing software of the global financial system, handling more money every single day than the entire annual GDP of many nations, since the Eisenhower administration. What is COBOL COBOL, a programming language created in 1959, is...
Skip a Layer or Loop It? Learning Program-of-Layers in LLMs
Announce Type: new Abstract: Large language models (LLMs) perform inference by following a fixed depth and order, non-recurrent execution of all layers. We reveal the wide existence of training-free, flexible, dynamic program-of-layers (PoLar), where pretrained layers can be packed as modules and then skipped or looped to form a customized program for each input. For most inputs, substantially shorter program executions can achieve the same or better accuracy, while incorrect predictions of...
Trump’s cuts to intervention programs could increase violent crime, experts say
Community programs are more effective at reducing violence than simply making arrests, advocates sayHomicides in the US have fallen dramatically in recent years after a spike during the Covid-19 pandemic, but now some advocates for community violence intervention programs worry federal funding cuts by the Trump administration will reverse that trend. In April 2025, more than $800m in grants was cut from the Department of Justice’s office of justice programs aimed at preventing and responding...
Developing application programming interfaces at DfT
Developing application programming interfaces at DfT Outlines the feasibility of making as many existing open datasets as possible available through application programming interfaces (APIs) at the Department for Transport. Documents Details In the Department for Transport’s (DfT) data action plan, application programming interfaces (APIs) are defined as: - the default delivery channel for transport data - the main enabler of integration across modes and organisations - essential for...