The Configurable Bottleneck: A Cost-Constrained Capability Map for a Deterministic Edge Decision Token Randolph James Ferlic, M.D. and Kimberly Kate Ferlic (Fieldstone Analytics, LLC, Austin, TX, USA) Preprint · Zenodo DOI: 10.5281/zenodo.22884023 · CC-BY 4.0 · Community: spiral-domain-encoder-campaign Abstract A froze...
Randolph James Ferlic, Kimberly Kate Ferlic· Zenodo (CERN European Organi...· 0 citations
A real-time semantic segmentation algorithm based on an improved YOLOv8 network architecture, aiming to address the balance between inference time and pixel-level classification accuracy in edge perception computing for autonomous driving, achieves matrix dimensionality reduction for redundant spatial parameters.
Yi Ding· International Conference on...· 0 citations
The rapid evolution of sophisticated cyber threats has drastically increased the cybersecurity risks in Industrial Internet of Things environments due to the massive interconnection of industrial devices, sensors, programmable logic controllers, gateways, and edge computing infrastructures. Traditional intrusion detect...
Addressing the engineering challenges of high physical node density, strong aggregation of electrical fault characteristics, and low efficiency of traditional non-networked manual inspection in modern Industrial Internet of Things (IIoT) and smart buildings, this paper proposes and implements a highly efficient automat...
Lin Wu· International Conference on...· 0 citations
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The cross-modal similarity calculation between large-scale visual features and text dictionaries in the Open-Vocabulary Object Detection (OVOD) inference stage exerts a significant degree of memory access pressure and computational overhead, which consequently becomes a primary bottleneck that limits the real-time perf...
A transição do monitoramento de ativos e da manutenção preditiva para dispositivos de borda (Edge Computing) enfrenta um severo gargalo tecnológico: o processamento matemático intensivo em microcontroladores de baixo custo. Este artigo técnico apresenta uma proposta inédita de arquitetura de software não-bloqueante par...
Reinaldo Silva· Zenodo (CERN European Organi...· 0 citations
A Fourteen-Cycle Construction Mapping English to Prime-Addressed Integer Space, with Betti-Number Invariants of the Language Manifold Formally Proved in Lean 4. What if a word were not a vector of learned weights, but an exact address in the integers — and what if the shape of a language could be measured, counted, and...
LLC Dragolich Research Labs· Zenodo (CERN European Organi...· 0 citations
This study examines the opinions of mathematicians regarding the need to bridge pure and applied mathematics in the context of cutting-edge technologies, such as artificial intelligence, quantum computing, and climate modelling. It identifies notable disparities in perceived intellectual rigour, favouring pure mathemat...
Aruna Kalkur T, Rakshitha K, Shivakiran Shivakiran· International Journal of Cre...· 0 citations
**v1.3 (9/21/2026]) — scope and prior-art correction. No computed value changes.** An external literature check and an independent derivation found two things. (1) The Letter's master identity,G_EM = −2 ∂²_s G_sc, is not specific to circular motion: in Feynman gauge it holds for every worldline in flatspacetime (three-...
John Maggio· Zenodo (CERN European Organi...· 0 citations
Low-latency violent event detection is essential for intelligent edge surveillance. Current violent recognition models suffer three critical deployment drawbacks: prohibitive computational overhead from full fine‑tuning, inadequate temporal modeling for continuous video streams, and severe performance degradation whe...
"The El-Rakhawi Sovereign Health Protocol" by Dr. Mohamed Kamal Arafa Elrakhawi establishes a foundational framework for digital health sovereignty. It asserts medical data is a sovereign extension of the human body, not a corporate asset. The Protocol mandates four pillars: absolute patient ownership via cryptographic...
mohamed kamal arafa el-rakhawi· Zenodo (CERN European Organi...· 0 citations
"The El-Rakhawi Sovereign Health Protocol" by Dr. Mohamed Kamal Arafa Elrakhawi establishes a foundational framework for digital health sovereignty. It asserts medical data is a sovereign extension of the human body, not a corporate asset. The Protocol mandates four pillars: absolute patient ownership via cryptographic...
mohamed kamal arafa el-rakhawi· Zenodo (CERN European Organi...· 0 citations
Professor Paris Smaragdis develops computers with superhuman hearing for applications like speech recognition, music understanding, and environmental monitoring.
For decades, a fundamental question about the difficulty of computing in high-dimensional spaces has resisted proof. New research resolves this question, removing a major theoretical obstacle to understanding the efficiency of randomized algorithms used across science and computing. The Kannan–Lovász–Simonovits (KLS) conjecture was proposed in 1995. It asks whether, for a broad class of high-dimensional […] The post Solving a 31-year-old grand challenge in mathematics – the KLS conjecture appear…
MIT News · Artificial Intelligence· news.mit.eduOct 15, 2026
A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.
Microsoft Research Blog· microsoft.comOct 15, 2026
Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing with Magnetar appeared first on Microsoft Research.
MIT News · Artificial Intelligence· news.mit.eduOct 8, 2026
