AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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3,573 papers
The report asks a simple but focused question: if a numerical mechanism attached to a trained neural network had to select exactly one component to preserve, what would it choose, and would that choice predict real functional consequences better than simple baselines? We ran an exploratory series of experiments on smal...
A deeper dam is thought to need a disproportionately thicker body. This paper shows that although the force grows as the square and the moment as the cube, the required width grows only as the first power──because the resisting side grows as the cube too. No new theorem or law is claimed. Scope of this paper (scope not...
The report asks a simple but focused question: if a numerical mechanism attached to a trained neural network had to select exactly one component to preserve, what would it choose, and would that choice predict real functional consequences better than simple baselines? We ran an exploratory series of experiments on smal...
Raising the compression ratio raises efficiency──so it is said. This paper shows that the same proportional increase buys 1.480429 times less at the top──and that the ratio has a closed form. No new theorem or law is claimed. Scope of this paper (scope note): No new theorem or law is claimed──the theoretical efficiency...
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How fast a thing cools is thought to be set by its material. This paper shows that size acts 40 times harder──changing from water to metal gives only 1.3081. No new theorem or law is claimed. Scope of this paper (scope note): No new theorem or law is claimed──Newton’s law of cooling, the lumped capacitance method and t...
Large language models (LLMs) can plan, write code, call tools, manipulate software, and execute long-horizon workflows. Yet strong local competence does not guarantee project-level executive control. An agent can make large, useful early advances and then shift toward progressively smaller, lower-value actions—addition...
Crystal structure is one of the most abstract topics in secondary school chemistry. Textbookspresent three-dimensional lattices as flat diagrams, and physical models cannot be modified, sostudents often memorize conclusions such as "NaCl has a coordination number of 6" withoutunderstanding how structure determines prop...
Ageing is taken to be slow because the reaction is slow. This paper shows that sometimes what one waits for is transport──and that transport barely speeds up when heated. No new theorem or law is claimed. Scope of this paper (scope note): No new theorem or law is claimed──the diffusion equation, the square law for diff...
Fit a high-lift device and you fly correspondingly slower──so it is thought. This paper shows that the lift coefficient acts on the stall speed only through a square root──a factor of 1.6667 buys a drop of 22.5 per cent. No new theorem or law is claimed. Scope of this paper (scope note): No new theorem or law is claime...
Pre-registration protocol and frozen materials for Master Lock v8.6.3. The specification of record is MASTER_LOCK_v8_6_3.md; any rendered PDF is derived from it. The frozen 260-item prompt pool (items_pool_v1.json) is locked to SHA-256 128ff78bb6beb1640fa51897ab97dbb9d07dc56de276973d05a48dda524b53d3. The statistical es...
Current evidence indicates that micro- and nanoplastics can reach the maternal–fetal interface and may adversely affect placental function, and standardized detection protocols, environmentally relevant dose–response studies, and prospective longitudinal investigations are urgently needed.
An advantageous mutation is said to spread. This paper shows that what decides whether the advantage matters is not its size but its product with the population size──where Ns is small, being advantageous does no good. No new theorem or law is claimed. Scope of this paper (scope note): No new theorem or law is claimed─...
A Blog post by Ai2 on Hugging Face
A Blog post by IBM Research on Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
A Blog post by IBM Granite on Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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