{"id":55,"date":"2008-08-17T17:31:02","date_gmt":"2008-08-17T16:31:02","guid":{"rendered":"http:\/\/www.quantum-bits.org\/?p=55"},"modified":"2018-06-08T14:44:29","modified_gmt":"2018-06-08T13:44:29","slug":"information-and-quantum-mechanics-part-1","status":"publish","type":"post","link":"https:\/\/www.quantum-bits.org\/?p=55","title":{"rendered":"Information and quantum mechanics (part 1)"},"content":{"rendered":"<p>Okay, at last, a first post about <a href=\"http:\/\/en.wikipedia.org\/wiki\/Information\" target=\"_new\">information<\/a> and <a href=\"http:\/\/en.wikipedia.org\/wiki\/Quantum_mechanics\" target=\"_new\">quantum mechanics<\/a>. Let&#8217;s begin with the very basic building blocks of all this: <a href=\"http:\/\/en.wikipedia.org\/wiki\/Quantum_states\" target=\"_new\">quantum states<\/a>.<\/p>\n<p>A qubit is a short for &#8220;quantum bit&#8221;. It is to quantum information what a <a href=\"http:\/\/en.wikipedia.org\/wiki\/Bit\" target=\"_new\">bit<\/a> is to computer information. Bits and qubits are nevertheless quite different. A computer bit is either a 0 or a 1 (switch off\/on, true\/false, etc.) whereas a qubit is a superposition of these two orthogonal states. It is a single piece of information with a probability of being true.<\/p>\n<p>In more formal terms, quantum information is described by state vectors in a <a href=\"http:\/\/en.wikipedia.org\/wiki\/Two-state_quantum_system\" target=\"_new\">2-level quantum mechanical system<\/a>. In this post, we&#8217;ll go into what a &#8220;quantum state&#8221; is.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-1612\" src=\"https:\/\/www.quantum-bits.org\/wp-content\/uploads\/2018\/03\/quantum-physics-formulas-over-blackboard.jpg\" alt=\"\" width=\"850\" height=\"332\" srcset=\"https:\/\/www.quantum-bits.org\/wp-content\/uploads\/2018\/03\/quantum-physics-formulas-over-blackboard.jpg 768w, https:\/\/www.quantum-bits.org\/wp-content\/uploads\/2018\/03\/quantum-physics-formulas-over-blackboard-300x117.jpg 300w\" sizes=\"(max-width: 850px) 100vw, 850px\" \/><br \/>\n<b>The classical world<\/b><\/p>\n<p>The simplest classical system is composed of a single non-relativistic particle. Its motion is easily described by the evolution of its coordinates <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn000.png\" width=\"101\" height=\"24\"> and momentum <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -12px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn001.png\" width=\"90\" height=\"37\"> as a function of time.<\/p>\n<p>This can be generalized to complex systems with the introduction of generalized coordinates <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn002.png\" width=\"103\" height=\"20\"> and momenta <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn003.png\" width=\"106\" height=\"20\">.<\/p>\n<p>The space of all the possible positions that the physical system may attain is called the <a href=\"http:\/\/en.wikipedia.org\/wiki\/Configuration_space\" target=\"_new\">configuration space<\/a>. For a single non-relativistic particle, this space is simply <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -0px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn004.png\" width=\"20\" height=\"17\">. For a n-particles system, this would be <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -0px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn005.png\" width=\"27\" height=\"17\">.<\/p>\n<p>To take account of both generalized positions and momenta, one has to extend that to introduce a larger <a href=\"http:\/\/en.wikipedia.org\/wiki\/Manifold\" target=\"_'new'\">manifold<\/a> called the <a href=\"http:\/\/en.wikipedia.org\/wiki\/Phase_space\" target=\"_new\">phase space<\/a>. Each point of the phase space correspond to a given set of coordinates and momenta <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn006.png\" width=\"210\" height=\"20\">.<\/p>\n<p>The dynamics of the physical system is given by all the possible trajectories inside the phase space. It is ruled by the existence of a relation connecting coordinates and momenta formally called an Hamiltonian: <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn007.png\" width=\"73\" height=\"20\">.<\/p>\n<p>The equation of motion is given by a <a href=\"http:\/\/en.wikipedia.org\/wiki\/Variational_principle\" target=\"_new\">variational principle<\/a> called the <a href=\"http:\/\/en.wikipedia.org\/wiki\/Principle_of_least_action\" target=\"_new\">principle of least action<\/a>. Simply speaking, it states that Mother Nature is a big fat lazy girl: among all the possible paths inside the phase space, she will choose the one that minimizes her efforts.<\/p>\n<p>The equation allows one to calculate the dynamical state of the system at time <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -2px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn008.png\" width=\"37\" height=\"14\"> given that its the initial state is known at time <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -0px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn009.png\" width=\"8\" height=\"13\">.<\/p>\n<p>Practically speaking, the initial state is usually not perfectly known. It is measured by the mean of an experimental apparatus and is actually known within a margin of error given by the precision of this apparatus. From a theoretical point of view, it means that the inital state is known to be somewhere within a defined small hypervolume inside the phase space.<\/p>\n<p>If, at time <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -2px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn008.png\" width=\"37\" height=\"14\"> the system is in two radically different position inside the phase space given two initial states inside that same small hypervolume, the system is said to be <a href=\"http:\/\/en.wikipedia.org\/wiki\/Chaos_%28physics%29\" target=\"_new\">chaotic<\/a>. Even so, the system is still deterministic: if the initial states is perfectly determined, the state at <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -2px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn008.png\" width=\"37\" height=\"14\"> will be perfectly determined.<\/p>\n<p>To sum up, the dynamical state of a classical physical system is fully characterized by its initial state <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -0px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn010.png\" width=\"12\" height=\"10\">. The values of the measurable quantities (observables) <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn011.png\" width=\"18\" height=\"24\"> and <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn012.png\" width=\"18\" height=\"24\"> are thus functions of <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -0px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn010.png\" width=\"12\" height=\"10\">. One can say that <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn013.png\" width=\"36\" height=\"24\"> and <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn014.png\" width=\"36\" height=\"24\"> are the values of the <b>observables<\/b> <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn011.png\" width=\"18\" height=\"24\"> and <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn011.png\" width=\"18\" height=\"24\"> at time <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -0px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn009.png\" width=\"8\" height=\"13\"> for the <b>prepared state<\/b> <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -0px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn010.png\" width=\"12\" height=\"10\">.<\/p>\n<p>Now, imagine an experiment where we conduct a series of measures of <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn011.png\" width=\"18\" height=\"24\"> and <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn012.png\" width=\"18\" height=\"24\"> at a given fixed time <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -0px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn009.png\" width=\"8\" height=\"13\"> and where the initial state <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -0px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn016.png\" width=\"9\" height=\"10\"> is random. This initial state is called a <b>mixed state<\/b>, as opposed to <b>pure (defined) states<\/b> like <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -0px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn010.png\" width=\"12\" height=\"10\">: it is a <b>statistical mixture<\/b> of pure states. Both <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn011.png\" width=\"18\" height=\"24\"> and <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn012.png\" width=\"18\" height=\"24\"> are now random variables. Even though a single measurement cannot be predicted, on can measure the expectation values of the observables in the state <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -0px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn016.png\" width=\"9\" height=\"10\">: <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn017.png\" width=\"47\" height=\"20\"> and <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn018.png\" width=\"47\" height=\"20\">.<\/p>\n<p><strong>Observables and states<\/strong><\/p>\n<p>Now, let&#8217;s jump into the quantum world. Here, even pure states show statistical behaviours: regardless of how carefully we prepare the initial state of the system, measurement results <b>are generally not repeatable<\/b>. This is not the weird prediction of some kind of crackpot theory from a mad scientist. This is just&#8230; Nature at work.<\/p>\n<p>At the quantum level, one must understand the results of the measurements of an observable A as a statistical mean. And this mean is what physical theories have to predict. Many experiments have been conducted, setting the fundations of quantum mechanics. I strongly recommend reading about <a href=\"http:\/\/en.wikipedia.org\/wiki\/Stern%E2%80%93Gerlach_experiment\" target=\"_new\">Stern-Gerlach<\/a> and <a href=\"http:\/\/en.wikipedia.org\/wiki\/Bell_test_experiments\" target=\"_new\">Bell test<\/a> experiments.<\/p>\n<p>What are these observations telling us ? Well, many many fundamental things. Among others:<\/p>\n<ul>\n<li style=\"list-style: square inside; color: #aaaaaa;\">For any observable A, it is possible to prepare a pure state such that A has a fixed value in this state: if we repeat the experiment several times, each time measuring A, we will always obtain the same measurement result, without any random behaviour. Such pure states are called <b>eigenstates<\/b> of A and the associated values of A are called <b>eigenvalues<\/b>.<\/li>\n<li style=\"list-style: square inside; color: #aaaaaa;\">One <b>cannot<\/b> prepare a state such that both the position measurement <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn019.png\" width=\"31\" height=\"20\"> and the momentum measurement <img decoding=\"async\" loading=\"lazy\" style=\"vertical-align: -5px; margin: 0;\" src=\"\/wp-content\/latex\/1\/eqn020.png\" width=\"32\" height=\"20\"> give both well defined results at the same time: at least one of them will exhibit a random behaviour. This what the famous <a href=\"http:\/\/en.wikipedia.org\/wiki\/Uncertainty_principle\" target=\"_new\">Heisenberg uncertainty relations<\/a> are about. In terms of state, it means that it is generally impossible to prepare a simultaneous eigenstate for all observables.<\/li>\n<li style=\"list-style: square inside; color: #aaaaaa;\">The results of these experiments exhibit linear properties. Mixed states are linear combination of pure states<\/li>\n<li style=\"list-style: square inside; color: #aaaaaa;\">It is unavoidable that performing a measurement on the system changes its state: after measuring an observable A, the system will be in an eigenstate of A.<\/li>\n<\/ul>\n<p>All these results lead to the description of quantum states in terms of <a>vector<\/a> and observables in terms of <a>linear operators<\/a>.<\/p>\n<p><strong>Bra-Ket notation<\/strong><\/p>\n<p>In more technical terms, calculations in quantum mechanics make use of Hilbert spaces, vector, linear operators, inner products, dual spaces, and Hermitian conjugation.<\/p>\n<p>Quite some times ago, <a href=\"http:\/\/en.wikipedia.org\/wiki\/Paul_dirac\" target=\"_new\">Paul Dirac<\/a> invented a notation to describe quantum states, known as bra-ket notation. Yes, this is some kind of nerdy british sens of humor \ud83d\ude09<\/p>\n<ul>\n<li style=\"list-style: square inside; color: #aaaaaa;\">The variable name used to denote a vector (which corresponds to a pure quantum state) is denoted by <img src='https:\/\/s0.wp.com\/latex.php?latex=%7C%5Cpsi%5Crangle&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|\\psi\\rangle' title='|\\psi\\rangle' class='latex' \/> (where the &#8220;<img src='https:\/\/s0.wp.com\/latex.php?latex=%5Cpsi+&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\psi ' title='\\psi ' class='latex' \/>&#8221; can be replaced by any other symbols, letters, numbers, or even words). Instead of vector, the term <b>ket<\/b> is used synonymously.<\/li>\n<li style=\"list-style: square inside; color: #aaaaaa;\">Kets are elements of <a href=\"http:\/\/en.wikipedia.org\/wiki\/Hilbert_space\" target=\"_new\">Hilbert spaces<\/a> (usualy denoted by <img src='https:\/\/s0.wp.com\/latex.php?latex=%5Cmathcal%7BH%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\mathcal{H}' title='\\mathcal{H}' class='latex' \/>)<\/li>\n<li style=\"list-style: square inside; color: #aaaaaa;\"><b>bra<\/b> are elements of the <a href=\"http:\/\/en.wikipedia.org\/wiki\/Dual_space\" target=\"_new\">dual space<\/a> of <img src='https:\/\/s0.wp.com\/latex.php?latex=%5Cmathcal%7BH%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\mathcal{H}' title='\\mathcal{H}' class='latex' \/>. They are denoted by <img src='https:\/\/s0.wp.com\/latex.php?latex=%5Clangle%5Cphi%7C&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\langle\\phi|' title='\\langle\\phi|' class='latex' \/>.<\/li>\n<li style=\"list-style: square inside; color: #aaaaaa;\"><a href=\"http:\/\/en.wikipedia.org\/wiki\/Inner_products\" target=\"_new\">Inner products<\/a> (also called brackets) are written : <img src='https:\/\/s0.wp.com\/latex.php?latex=%5Clangle+%5Cpsi%7C%5Cphi%5Crangle+&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\langle \\psi|\\phi\\rangle ' title='\\langle \\psi|\\phi\\rangle ' class='latex' \/>.<\/li>\n<\/ul>\n<p><strong>Quantum states<\/strong><\/p>\n<p>As soon as a basis is chosen for the Hilbert space of the system to be described, then any ket can be expanded as a linear combination of those basis elements. The choice of a basis is called a representation. Symbolically, given the chosen basis <img src='https:\/\/s0.wp.com\/latex.php?latex=%7C%7Bk_i%7D%5Crangle&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|{k_i}\\rangle' title='|{k_i}\\rangle' class='latex' \/>, any ket <img src='https:\/\/s0.wp.com\/latex.php?latex=%7C%5Cpsi%5Crangle&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|\\psi\\rangle' title='|\\psi\\rangle' class='latex' \/> can be written as:<\/p>\n<div style=\"position: relative; top: -4px;\" align=\"center\"><img src='https:\/\/s0.wp.com\/latex.php?latex=%7C%5Cpsi+%5Crangle+%3D+%5Csum_i+c_i+%7Ck_i%5Crangle&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|\\psi \\rangle = \\sum_i c_i |k_i\\rangle' title='|\\psi \\rangle = \\sum_i c_i |k_i\\rangle' class='latex' \/><\/div>\n<p>where <img src='https:\/\/s0.wp.com\/latex.php?latex=c_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='c_i' title='c_i' class='latex' \/> are complex numbers. In physical terms, <img src='https:\/\/s0.wp.com\/latex.php?latex=%7C%5Cpsi%5Crangle&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|\\psi\\rangle' title='|\\psi\\rangle' class='latex' \/> has been expressed as a quantum superposition of the states <img src='https:\/\/s0.wp.com\/latex.php?latex=%7C%7Bk_i%7D%5Crangle&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|{k_i}\\rangle' title='|{k_i}\\rangle' class='latex' \/>.<\/p>\n<p>We&#8217;ll see that expansions of this sort play an important role in measurement in quantum mechanics. In particular, if the <img src='https:\/\/s0.wp.com\/latex.php?latex=%7C%7Bk_i%7D%5Crangle&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|{k_i}\\rangle' title='|{k_i}\\rangle' class='latex' \/> are eigenstates (with corresponding eigenvalues <img src='https:\/\/s0.wp.com\/latex.php?latex=k_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='k_i' title='k_i' class='latex' \/>) of an observable A, and that observable A is measured on the normalized state <img src='https:\/\/s0.wp.com\/latex.php?latex=%7C%5Cpsi%5Crangle&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|\\psi\\rangle' title='|\\psi\\rangle' class='latex' \/>, then the probability that the result of the measurement is <img src='https:\/\/s0.wp.com\/latex.php?latex=k_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='k_i' title='k_i' class='latex' \/> is <img src='https:\/\/s0.wp.com\/latex.php?latex=%7Cc_i%7C%5E2&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='|c_i|^2' title='|c_i|^2' class='latex' \/> (assuming the normalization condition <img src='https:\/\/s0.wp.com\/latex.php?latex=%5Clangle+k_i%7Ck_j%5Crangle+%3D+%5Cdelta_%7Bij%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\langle k_i|k_j\\rangle = \\delta_{ij}' title='\\langle k_i|k_j\\rangle = \\delta_{ij}' class='latex' \/>).<\/p>\n<div style=\"position: relative; top: -6px;\" align=\"center\"><img src='https:\/\/s0.wp.com\/latex.php?latex=%5Cmathcal%7BP%7D%28k_i%2C+%5Cpsi%29+%3D+%7C+%5Clangle+k_i+%7C+%5Cpsi+%5Crangle+%7C%5E2+%3D+%5Cleft%7C+%5Csum_j+c_j+%5Clangle+k_i%7Ck_j%5Crangle+%5Cright%7C%5E2+%3D+%7Cc_i%7C%5E2+&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\mathcal{P}(k_i, \\psi) = | \\langle k_i | \\psi \\rangle |^2 = \\left| \\sum_j c_j \\langle k_i|k_j\\rangle \\right|^2 = |c_i|^2 ' title='\\mathcal{P}(k_i, \\psi) = | \\langle k_i | \\psi \\rangle |^2 = \\left| \\sum_j c_j \\langle k_i|k_j\\rangle \\right|^2 = |c_i|^2 ' class='latex' \/><\/div>\n<p>But we&#8217;ll get into how to choose a basis (and observables), mixed states, measurement and probabilities in a next post&#8230;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Okay, at last, a first post about information and quantum mechanics. Let&#8217;s begin with the very basic building blocks of all this: quantum states. A qubit is a short for &#8230;<\/p>\n","protected":false},"author":1,"featured_media":864,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0},"categories":[6],"tags":[],"_links":{"self":[{"href":"https:\/\/www.quantum-bits.org\/index.php?rest_route=\/wp\/v2\/posts\/55"}],"collection":[{"href":"https:\/\/www.quantum-bits.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.quantum-bits.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.quantum-bits.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.quantum-bits.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=55"}],"version-history":[{"count":0,"href":"https:\/\/www.quantum-bits.org\/index.php?rest_route=\/wp\/v2\/posts\/55\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.quantum-bits.org\/index.php?rest_route=\/wp\/v2\/media\/864"}],"wp:attachment":[{"href":"https:\/\/www.quantum-bits.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=55"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.quantum-bits.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=55"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.quantum-bits.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=55"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}