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edge computing

2,418 papers

#edge computing Open access Oct 2026

S1 and S2 Are Positions, Not Signifiers: What Lacan Saw in the Möbius Cut

Lacan wrote that a signifier represents the subject for another signifier — S1 → S2 — and the subject is often pictured as a loop between S1 and S2. Read as a labelling of a closed chain, that picture has a flaw two crayons can expose: around a chain with an odd number of links, two colours cannot alternate. This note...

Waldo Karakas Garcilaso · 0 citations
#edge computing Open access Oct 2026

AXIOM: Parameter-Efficient Cultural Alignment of Latent Diffusion Models Under Strict 4GB Edge Constraints

Foundational text-to-image latent diffusion architectures operate with systemic geographic and demographic blind spots. Pre-trained predominantly on Western and East Asian web-scale corpuses, these models default to homogenized, inaccurate stereotypes when prompted for the Global South. This paper presents the architec...

Fahim Abdullah · 0 citations
#edge computing Open access Oct 2026

The Lattice Field Medium: A Computational Substrate for Emergent Physics

# LFM-PAPER-045: The Lattice Field Medium **Version**: 38.0 (August 2026 -- flat-octic GOV-02 canonical update) **Upload documentation update (2026-10-02)**: This final package now includes`LFM_V39_EQUATION_ADDENDUM_2026-10-02.md`, a timestamped record of the activev39.0.2 EM/electron research equations. The addendum i...

Greg Partin · 0 citations
#edge computing Open access Oct 2026

FHAT Technical Note 022: Field Validation of the Flash Liquidity Vacuum Protocol (Rule FP-IV-A) under the Quad-Clock Architecture: A Multi-Broker, Cross-Asset Field Study on Post-Market Liquidity Dislocation in Leveraged Semiconductor ETFs

This technical note documents the empirical field validation of the Flash Liquidity Vacuum Protocol (FLVP; Rule FP-IV-A) under the Quad-Clock Event Architecture during the September 30, 2026 trading session. Focusing on high-impact exogenous shock windows—specifically the 16:00 EDT mega-cap earnings release (Micron / M...

韩英善 · 0 citations
#edge computing Open access Oct 2026

FHAT Technical Note 022: Field Validation of the Flash Liquidity Vacuum Protocol (Rule FP-IV-A) under the Quad-Clock Architecture: A Multi-Broker, Cross-Asset Field Study on Post-Market Liquidity Dislocation in Leveraged Semiconductor ETFs

This technical note documents the empirical field validation of the Flash Liquidity Vacuum Protocol (FLVP; Rule FP-IV-A) under the Quad-Clock Event Architecture during the September 30, 2026 trading session. Focusing on high-impact exogenous shock windows—specifically the 16:00 EDT mega-cap earnings release (Micron / M...

韩英善 · 0 citations
#edge computing Open access Oct 2026

Reliability Assessment of Sustainable Building Materials Using Fuzzy Probabilistic Models

Because related data are seldom sufficient, expert judgments are imprecise, and forces and resistances differ, we provide an uncertainty-aware hierarchy that encompasses both random variation and incomplete knowledge. As a result of our work, we expect turning points, i.e., the points where acceptance or rejection will...

A. A. Mohammad, Yogeesh Nijalingappa, S. Mohammad et al. · 0 citations
#edge computing Open access Oct 2026

The SovereignNexus Edge Synthesis: Bridging Continuous Wave Physics and Deterministic Binary Logic

Bridging 5W1H Contextual Wave Tensors and Quantum Intelligence Sparks with Deterministic Swarm Routing This manuscript details the architectural synthesis required to bridge theoretical continuous wave mechanics into a deterministic, zero-hallucination routing environment suitable for highly constrained edge silicon. T...

David John Niedzwiecki Jr · 0 citations
#edge computing Open access Oct 2026

pq-verify: Independent verification for ML-KEM / ML-DSA implementations

Fixed A response answering one question twice could verify. A second answer to the same tcId replaced the first, so a response carrying a wrong answer followed by the right one reported VERIFIED. Any question answered more than once is now a finding, whatever the answers say. A truncated .json.gz response crashed the C...

Nicholas Daniel Maino · 0 citations
#edge computing Dataset Open access Oct 2026

Corpus, network code and outputs for a bibliometric and critical review of iron pyrite (FeS2) photovoltaics

This dataset supports the article "Why has iron pyrite (FeS2) not delivered its photovoltage? A bibliometric and critical review of synthesis, defects, surfaces and devices" (submitted to Solar Energy Materials and Solar Cells). Scope. A Scopus search on 25 August 2026 (title, abstract and keywords; articles and review...

A. J. M. Sales, Francisco Marcone Lima · 0 citations
#edge computing Open access Oct 2026

In-Silico Tests of the Four-Model Architecture: Self-Referential Closure, Self-Modelling and Criticality in Model Systems

The Four-Model Theory of Consciousness (FMT; Gruber, 2015, 2026e) specifies consciousness as ongoing self-simulation across two kinds of models — implicit (learned, substrate-level) and explicit (generated, phenomenal) — organized by scope (world vs. self) and mode (implicit vs. explicit), and it requires a substrate c...

Matthias Gruber · 0 citations
#edge computing Open access Oct 2026

AI-Powered Multimodal Human Attention Analytics with Adaptive Learning Intervention for Online Education

The shift to online education has removed the non-verbal cues, such as gaze, posture and facial expression, that teachers use to judge whether students are engaged. Existing engagement detectors mostly rely on a single modality and send raw video to central servers, which causes accuracy problems and serious privacy ri...

Yash Shinde, tejasvini Magar, Shraddha Khiste et al. · 0 citations
#edge computing Dataset Open access Oct 2026

The cost of each side condition in a gauged logical measurement

A logical measurement reads out protected information; the noise it survives sets how much noise a quantum computation can absorb. Gauging builds such a measurement from an auxiliary graph, one auxiliary qubit per edge, turning a global operator into local parity checks. Its tolerance splits in two: the distance of the...

Shuoming An, Fusheng Yang · 0 citations

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Microsoft Research Blog Oct 6, 2026

What AI gets wrong and what failure teaches us

Jennifer Neville did not want to go into computer science—but that’s exactly where she landed. Neville discusses the starts and stops that led to her professional sweet spot and her work identifying “surprising failures” making it hard for AI to handle complexity.  The post What AI gets wrong and what failure teaches us appeared first on Microsoft Research.

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