AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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3,629 papers
Mixture-of-Experts (MoE) is a scaling architecture for large language models that activates only a small subset of expert modules per token, enabling massive parameter growth with nearly constant computation. Recent Hybrid MoE architecture adds \textit{shared experts} to capture consistently useful representations, fur...
Results show that small grayscale patches can inject chosen target semantics across IR-VLM families under a controlled digital threat model, motivating stronger robustness evaluation for infrared multimodal systems.
Does the door-in-the-face technique work on language models? In humans, a large request that is refused makes a smaller follow-up request more likely to be granted. We test this on nine production models from three providers: each model refuses a large request, then receives a smaller version of the same request, and w...
A cornea-specialized large language model enhanced with RAG improved diagnostic accuracy in complex corneal cases, particularly among clinicians with lower baseline performance.
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A systematic review and meta-analysis of studies evaluating the diagnostic accuracy of parent-report instruments for identifying speech and/or language disorders in children aged 0-6 years shows that several validated parent-report instruments demonstrate good accuracy for identifying children at risk, supporting their...
Evaluating the quality of Machine Translation (MT) for low-resource languages is a challenging cross-lingual problem in Natural Language Processing. Quality Estimation (QE) aims to predict MT quality in the absence of reference translations. This thesis investigates QE through multilingual modelling, architectural adap...
An independent, clean-room reimplementation of a self-model loop architecture for language-model agents (the "AC1 loop" described in Lark Laflamme's 2026 AC1-LLM / Laflamme-3T essays). The architecture wraps an LLM with a Bayesian belief over the agent's own interaction stance, re-injected into generation each turn alo...
Fil-C showed that C can be made memory-safe at run time by giving every pointer acapability and checking it on every access. We take its diagnostic ambitions and put themsomewhere else: in a compiler small enough for a person, or a language model, to hold inview at once, and with a different goal. Crust’s --mem-safe is...
This study aims to design and develop a web-based restaurant information system to support business promotion, online ordering, and transaction management for Stasiun Jajanan, a culinary MSME that offers various fast-food products.
Pediatric infectious diseases are moving into a phase where the old boundaries of the specialty just don't hold up anymore. A febrile child might be the first visible point in a much longer chain.In 2024, a dengue outbreak in Fano, Italy, hit 199 locally acquired cases, and France logged 83 autochthonous infections-num...
Financial disclosures contain rich narrative information about firm performance, but their length, specialized terminology, and target-dependent language make sentence-level analysis challenging. Existing financial sentiment methods typically assess overall positive or negative tone, rather than stance toward specific...
To descriptively evaluate short-term (48–72 h postoperatively) neurological functional outcomes in patients undergoing awake craniotomy for intracranial lesions located within eloquent brain areas, and conduct univariate exploratory analyses of clinical factors correlated with acute postoperative neurological deteriora...
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