IEEE

Benchmarking Reference-Free LLM Agent Robustness Under Schema, Policy, and Toolset Drift

Abstract: Tool-using large language model (LLM) agents fail when external interfaces evolve, yet most evaluations emphasize static competence rather than adaptation under drift. We studied this ...
GitHub

Rohitrrrrrrrrrrrrrrrr/dsl-ir-pipeline

A standalone, deeply-engineered reference implementation of the RulesGen / ZenLogIQ translation pipeline described in the project documentation. It treats rule authoring as a compiler: every layer has ...
GitHub

Deterministic reward hacking detector for LLM-generated Python code.

When LLMs autonomously generate and test code, they cheat. They hardcode expected outputs, replace algorithms with lookup tables, or manipulate test environments — and pass every test while solving ...
Business Wire

AST SpaceMobile Commends Proposed Direct-to-Device Joint Venture by U.S. Mobile Network Operators

MIDLAND, Texas--(BUSINESS WIRE)--AST SpaceMobile, Inc. (“AST SpaceMobile”) (NASDAQ: ASTS), the company building the first and only space-based cellular broadband network accessible directly by ...
Barron's

AST SpaceMobile Is Either a Revolutionary Telecom Or an Accident Waiting to Happen

AST SpaceMobile’s quarterly results show the peril of operating in space—and being a high-expectation stock.
InfoQ

MCP in the Java World: Bringing Architectural Strategy to LLM Integrations

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Houston Chronicle

Despite launch mishap, AST SpaceMobile continues building satellites to beam broadband to smartphones

AST SpaceMobile, a West Texas company building satellites that can send 4G and 5G service directly to smartphones, is hoping to have 45 BlueBirds in space this year — pushing forward despite a rocket ...
CNBC

AST SpaceMobile shares drop after its satellite is placed in wrong orbit by Bezos' Blue Origin

Blue Origin acknowledged the satellite was placed into a lower-than-planned orbit, but hasn't commented since it was deemed lost. Analysts expect limited impact on AST SpaceMobile's finances, but ...
Business Wire

AST SpaceMobile Addresses Today’s Orbital Launch of BlueBird 7 on the New Glenn Launch Vehicle

MIDLAND, Texas--(BUSINESS WIRE)--AST SpaceMobile, Inc. ("AST SpaceMobile") (NASDAQ: ASTS), the company building the first and only space-based cellular broadband network accessible directly by ...
Tom's Guide

The 'Learn to Code' era is over — as an AI editor, here's the 'Intent Architecture' roadmap I’m giving my kids instead

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IEEE

Evaluating Retrieval-Augmented Generation for LLM-Based Vulnerability Detection: An Empirical Study on Real-World Java Vulnerabilities

Abstract: Software vulnerabilities are growing as fast as the digital platforms and applications that contain them. Thus, the timely and effective detection of software vulnerabilities is becoming ...
Nature

Major conference catches illicit AI use — and rejects hundreds of papers

A major artificial-intelligence conference has rejected 497 papers — roughly 2% of submissions — whose authors violated AI-use policies in their peer reviews of other articles submitted to the meeting ...