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Dx at OpenAI is now your guide to the singularity.
@starman_dx_ you really searched far & wide in this vid @starman_dx_ 😆
The symbols 𝑑𝑥, 𝑑𝑦, and 𝑑𝑥/𝑑𝑦 or 𝑑𝑦/𝑑𝑥 were introduced by German mathematician Gottfried Wilhelm Leibniz (1646 – 1716) in a manuscript dated November 11, 1675 (Cajori Vol. 2, p. 204).
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Beautiful double integral evaluation: ∫₀¹ ∫₀¹ 1 / [(1−xy)(1+x)(1+y)] dx dy = ln 2 The surface plot shows the function f(x,y) over the unit square. Solved using the clever substitution y = u/x, partial fractions, and integration by parts; beautifully simplifying to ln 2.
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Gabriel’s Horn Paradox – the infinite trumpet that breaks calculus! Volume (left): ∫ π (1/x)² dx from 1 to ∞ = π (finite) ∫ 1/x dx from 1 to ∞ = ∞ (infinite) One solid you could fill with finite paint but could never paint the outside.
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Green's Theorem states that the line integral around a positively oriented, piecewise smooth, simple closed curve C is equal to the double integral of the curl over the planar region D it encloses: ∮_C (P dx + Q dy) = ∬_D (∂Q/∂x − ∂P/∂y) dx dy By breaking the boundary into manageable segments (C₁, C₂, C₃, C₄) and integrating over [a, b], we convert the macroscopic flow around the boundary into the total microscopic circulation (rotation) throughout the entire area.
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Approximating the Heaviside step function & its derivative with sigmoids Top: Smooth approximations to H(x) = 0 (x < 0), 1 (x > 0) using sigmoid(x; σ) = 1 / (1 + e^{-σ x}) for σ = 1 (orange), 2 (green), 4 (red), 8 (purple). Larger σ → sharper step. Bottom: Their derivatives d/dx [sigmoid] = σ ⋅ sigmoid(x; σ) ⋅ (1 − sigmoid(x; σ)) which converge to the Dirac delta δ(x) as σ → ∞. This Enables gradient-based optimization in neural networks and physics simulations where the true step function is non-differentiable.
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Ever since we announced Vite+, the excitement, and the questions, have been rolling in. We took some time to answer the most common ones: How do frameworks benefit from Vite+? Vite+ is an integration on the application-level. Frameworks don't need to rewrite their internals for developers to benefit. They can provide Vite+ plugins for a smoother developer experience (DX) and tighter integration, but they won't have to switch to Vite+ themselves. Open-source framework repositories can use Vite+ themselves for free in their own development workflows. Is Vite paid software now? No. @vite_js remains free and open-source under the MIT license. We stated from the beginning that all code and packages released as open-source will remain open-source. Vite+ is a separate product that provides additional features and services as a superset of Vite to provide an end-to-end JavaScript tooling solution. What impact will Vite+ have on Vite and other open-source projects? Vite+ is built on top of the existing open-source ecosystem, and can only function if that ecosystem is healthy. As a paid product, Vite+ supports the sustainability of the underlying open-source projects it builds on. Can I use Vite+ with my own tooling? Yes. Vite+ aims to give the best DX and performance but does not force you to use only Vite+ tools and commands. Its task runner and caching will work with arbitrary tasks, not just with built-in Vite+ commands. Questions left? Drop them below 👇
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