Guiding AI Reasoning: A New Architecture for Reliable Answers
Researchers have developed a process-control framework designed to significantly improve the trustworthiness of large language models and reduce the risk of fabricated responses.
Finding Hidden Bugs in Sparse Tensor Compilation
A new fuzzing framework, TenSure, systematically uncovers errors in the increasingly complex process of compiling code for sparse tensors.
Grayscale S-1: HYPE ETF Heads to Nasdaq-A Dazzling High-Stakes Caper
The product will track the price of HYPE (net of fees) and may also incorporate staking rewards, subject to conditions. The fund intends to be listed on Nasdaq and will carry the ticker GHYP. A splendid notion, if you enjoy a good futurist forecast with a side of paperwork.
Beyond Accuracy: The Hidden Costs of Phishing Defense
New research reveals that high accuracy in phishing detection doesn’t necessarily translate to security, as attackers can exploit low-cost feature manipulation to bypass defenses.
Beyond Residuals: Guaranteeing Accuracy in Neural PDE Solutions
A new framework provides verifiable bounds on the error of neural network-based solvers for partial differential equations, moving beyond empirical observation to solution-space guarantees.
Elon Musk’s Cosmic Bitcoin Circus: Satellites & $573M BTC!
SpaceX, that most daring of modern-day Don Quixotes, hurled 29 Starlink satellites into the cosmos on March 19 via a Falcon 9 rocket, as if to say, “Behold, I’ve conquered gravity and the stock market alike!”
Time Travel for Knowledge Graphs: Querying the Past with QuaQue
![QuaQue facilitates translation from [latex]\text{SPARQL}[/latex] to [latex]\text{SQL}[/latex], enabling queries across knowledge graphs and relational databases through a unified interface.](https://arxiv.org/html/2603.18654v1/assets/traductions-de-modeles.png)
A new system, QuaQue, enables efficient querying of evolving knowledge graphs by representing version history in a compact, relational format.
Beyond Mesons: Hunting Exotic Tetraquarks with Heavy Quarks
![The study presents continuum-extrapolated results for tetraquark states-specifically, the axialvector and scalar [latex]b\bar{s}\bar{u}\bar{d}[/latex]-normalized against their respective decay thresholds of [latex]B^*K[/latex] and [latex]BK[/latex], with uncertainties quantified by [latex]1\sigma[/latex] bands, offering insights into the composition and stability of these exotic hadronic structures.](https://arxiv.org/html/2603.18667v1/x8.png)
New lattice QCD simulations explore the potential for stable, four-quark states containing bottom and strange quarks, shedding light on the complex landscape of hadron physics.
Securing the Industrial Edge: Performance of ChaCha20-Poly1305
A new analysis demonstrates the viability of lightweight cryptography for real-time communication in critical infrastructure networks.
Keeping Buses on Schedule: A Robust AI for Fleet Control
Researchers have developed a new reinforcement learning framework to improve the stability and reliability of bus fleet management in the face of real-world uncertainties.