tag:blogger.com,1999:blog-42027819406316375472024-02-19T06:41:28.854-08:00Nelson Castillo : conversando con el techo.Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.comBlogger44125tag:blogger.com,1999:blog-4202781940631637547.post-32977591044711594672023-01-06T09:05:00.005-08:002023-01-06T09:34:08.118-08:00Humor de grado dosEn el pasado escribí un poquito sobre humor de grado uno, <a href="http://n12o.blogspot.com/2014/10/humor-por-reemplazo-grado-uno.html">humor por reemplazo</a>.<br /><br />Estos días he estado pensando en el humor de grado dos y aunque no puedo definirlo como quisiera, me ayuda unir el tema con otro que he querido expresar.<br /><br />Una respuesta a un chiste malo podría ser: Esperaba más de una <a href="https://medium.com/@andreasthiele/an-irishman-walks-out-of-a-bar-he-was-brought-to-the-closest-hospital-quickly-4d118238be69">cadena de Markov</a> sobreentrenada como tú. Intuitivamente se puede decir que es fácil hacer chistes sencillos, y es por eso que no hay que hacer muchos. Cansan. Sin tener en cuenta los límites prácticos ni la inclusión de entropía al sistema, como usar dados y libros para alimentar un texto, hay un hecho que debe asustar un poco a nuestra mente orgullosa: Podemos escribir tanto como queramos. Llevar algo a un idioma con o sin adornos. Con pocos o con muchos.<br /><br />Uno podría decir:<br /><br /><div style="margin-left: 40px;">Si no tienes planes para hoy te cuento que hay una película que parece interesante. No respondo por la calidad pero me gustaría que fuéramos.<br /></div><br /><div>Y también.<br /><br /><div style="margin-left: 40px; text-align: left;">En mis tiempos de adolescente que leía libros de autoayuda sin soporte científico me convencí de que para apreciar lo bueno hay que conocer lo malo. Así como no se puede entender el bien sin conocer el mal. En abstracto suena aburrido, pero tengo un contexto para aterrizar esa idea y es el cine. He visto más películas malas que buenas, te confieso, pero al recordar que Sturgeon afirmó que el 90% de todo es basura considero que he tenido suerte. No sé cuál sea el caso hoy, pero hay una película en el Granahorrar y me disculpas porque me gana la nostalgia, y creo que vale la pena probar. Hay comida cerca y me gustaría que fuéramos hoy. No sé si tendremos suerte con la película, pero buenas opciones de comida hay y tú eliges. ¿Vamos?<br /></div><br /></div><div>Y también: ...<br /><br />Así pasa con lo que uno escucha. Uno puede responder a muchas cosas que oye con algo que tiene sentido y que puede ser ligeramente gracioso si no se hace mucho. Se podría pensar que hay “humor points” que toca gastar bien.<br /><br />Es difícil dar ejemplos. Uno podría escuchar a otras personas y mientras hablan hacer el ejercicio de proyectar respuestas de dos formas: Una que alegre o una que de rabia y sea arriesgada. En ese ejercicio mental uno se puede hacer una idea de cómo es ese tipo de humor para uno. También teniendo en cuenta las respuestas rápidas que otros dan a lo que uno dice.<br /><br />Y esta idea de humor de grado 2 es amplia. No sé cómo sería una de grado 3. Ahora se me ocurre una que no sea reactiva, que sea una iniciativa y no una respuesta.<br /><br /><br />---<br /><br />PD(1): Me gusta la palabra <i>witty</i> en inglés. No hay un equivalente que me guste en español.<br /><br />PD(2): De blogspot espero migrar a <a href="https://ipfs.tech/">IPFS</a>. Me ha dado pereza pero toca hacerlo. Me han recomendado usar <a href="https://gohugo.io/">Hugo</a> para tener un sitio estático. Me suena un poco la idea de usar markdown y tags para no pensar en mantener configuraciones.</div><div><br /></div><div>PD(3): Un ejemplo bobo podría ser responder lo siguiente con "Todo lo que sé de ballet lo aprendí en Black Swan".<br /></div><div><br /><img alt="" height="181" 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" width="698" /></div>Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-31578114141458571332022-09-07T00:21:00.002-07:002022-09-07T00:27:24.849-07:00Espejito, espejito mágico<p><i> </i></p><p style="margin-left: 120px; text-align: left;"><span style="font-size: xx-small;"><i>Génesis 26: Y dijo Dios: Hagamos al hombre a nuestra imagen, conforme a nuestra
semejanza; y tenga dominio sobre los peces del mar, y sobre las aves de
los cielos, y sobre las bestias, y sobre toda la tierra y sobre todo
animal que se arrastra sobre la tierra.</i></span></p><div style="margin-left: 80px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: medium;"> </span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;">Termino el día viendo este video dos veces.</span></span></div><div style="margin-left: 80px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;"> </span><i></i></span></div><div style="margin-left: 80px; text-align: left;"><span style="font-size: xx-small;"><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/THe_hlNE3yI" width="320" youtube-src-id="THe_hlNE3yI"></iframe></div><i></i></span><br /></div><div style="text-align: left;"><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;">Un
ente posiblemente humano comenta una teoría que considero completamente
plausible, considerando que el Capitán América no tiene un chance: Los
otros están de relleno, solo están evaluando una persona. Parece obvio,
¿cómo no lo ví antes?</span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;"><br /></span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;">Puedo
discutir eso con amigos. Muchos no tienen tiempo, están ocupados o no
les interesa Men In Black y no la verían más de 0 veces. Podría ir a
Reddit a leer teorías y probablemente me ilumine. Pero yo soy humano,
quiero dormir. No necesito explicar eso.<br /></span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;"><br /></span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;">¿Le
puedo encargar a una IA que me lo confirme? De pronto no es el mejor ejemplo, pero
no me juzgues. Tú también has buscado algo en un motor de búsqueda y el
modelo estadístico (o la magia que estén usando) te ha corregido.</span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;"><br /></span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;">Alexa
ó Siri o Google ó Z: ¿Es cierto que solo están evaluando a J en el
examen de MIB que está en este video? Mira que los otros se ven como
lentos. Me gustaría tener las probabilidades mañana antes de mi primera
reunión.</span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;"><br /></span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;">----------------------</span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;">Aunque
no dependa de mí me intriga el futuro. Estamos en un juego de suma 0 en donde la humanidad, que no piensa al unísono,
tiene que hacer un movimiento ya, un freno en seco, ¿Cuál será la
decisión? ¿Se necesita un equilibrio de Pareto? Por asimetría de recursos posiblemente uno de Nash sea suficiente, aunque sea menos justo.<br /></span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;"><br /></span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;">Entre otras cosas ¿Una
IA para hacernos consumir más o una IA para que podamos consumir menos?
¿Una para que algunos puedan y otros no? ¿Una para granjas verticales en ciudades más verdes?<br /></span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;"><br /></span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;">Recuerdo que en los 90 las personas subestimaban los cambios que traería Internet. Muchos no tenían idea.</span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;"><br /></span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;">Mi
esperanza es que algo bueno pase. Que los humanos busquen la forma de
liberar esclavos en lugar de crear sistemas que los necesiten. Las
nuevas armas parecen un espejo quebrado, capas de espejos. Da un poco
escalofrío un reflejo que, literalmente, te observa y que con una luz led que no se cansa, puede distraerte y puede torcer tu realidad.</span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;"> </span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;"> <img alt="" height="259" 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" width="404" /></span></span></div><div style="margin-left: 40px; text-align: left;"><span style="font-size: xx-small;"><span style="font-size: small;"><br /></span></span></div></div><div style="margin-left: 80px; text-align: left;"><span style="font-size: xx-small;"><i></i></span></div>Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-56010833028349628642022-01-14T21:24:00.002-08:002022-01-14T21:24:42.126-08:00Violeta<p>V: Tas? Hablemos, me voy de la ciudad.<br />N: OK.</p><p>Así fue. En mi teléfono estaba grabada como "V", no me tomé el trabajo de completar el nombre pero la recordé. La conocí en un <i>speed dating</i> al que fui hace dos años.</p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi9B3bI3UIMM9U1dvUOJwK4qFoREE95RwcoVuOc1pNQ7PsadcoZ46oAraIU5rcBVgy54u352hptq8jsM9l5j90L2ybi6nexj5rroypjVou_IGSvXGgMBbIGJOzKVJNhHZzfNxwV_KaMTNE/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="392" data-original-width="750" height="167" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi9B3bI3UIMM9U1dvUOJwK4qFoREE95RwcoVuOc1pNQ7PsadcoZ46oAraIU5rcBVgy54u352hptq8jsM9l5j90L2ybi6nexj5rroypjVou_IGSvXGgMBbIGJOzKVJNhHZzfNxwV_KaMTNE/" width="320" /></a></div><br />¿Quién se llama Violeta y se pinta el pelo de violeta para una ronda de citas?<p></p><p>Por algo hicimos match. No sé por qué no llamé, por qué no llamamos. Dos perros guiados por un lazo se huelen para lograr la calma y no se vuelven a encontrar si los amos no lo hacen.</p><p>No fue más de una hora, no más de dos cafés. Pero su fe casi que corta. Me gusta su idea y la escribiré, la escribí, la voy a escribir. De memoria y sin relato para no distraerme.</p><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><p style="text-align: left;">Existen, son muchos. El secreto es que no hay que viajar. Hay que tener fe. No nos podremos visitar, vivimos muy lejos y el universo se expande. Solo tienes que cerrar los ojos, o dependiendo de la forma de vida que te haya tocado, tener la menor cantidad de estímulos externos. Puedes pensar en pasado, presente o futuro. Es lo mismo. Llegará el mensaje. Ya ha pasado infinitas veces, no eres el primero ni serás el último. Piensa en la vida, piensa en paz. En la tranquilidad. En lo infinito, en el silencio. Ahí te comunicaras con todos, así los sentirás. Imagínalos con diferentes formas y un poco torpes tratando de hacer lo mismo que tú. Puede ser un rito individual o grupal. Entrelazados, secos o húmedos. Depende del planeta. Es la mayor paz que podrás alcanzar.</p></blockquote><p>A ella se le entiende mejor. Edité el contacto. "V" ahora es "Violeta". Dijo que se iba pero no que no volvía. </p><p><br /></p><p> </p>Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-73523031087049034032016-10-18T09:32:00.002-07:002016-10-18T09:32:51.536-07:00Truism : Somebody put it thereIn the last few days I've been thinking about something obvious and I don't know why I hadn't thought about it before. You can zoom in and zoom out, look at things and realize that somebody must have put them there. There are many examples of this. Stuff that found its way to your room, a car, a building, a computer ... ...<br />
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There are many buildings with visible bricks in Colombia. I look at them and think about all the people that did the construction work. What were they thinking?Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-7463768100334436302016-08-01T17:21:00.001-07:002016-08-01T17:21:18.222-07:00RC planes<div class="separator" style="clear: both; text-align: center;">
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<iframe width="320" height="266" class="YOUTUBE-iframe-video" data-thumbnail-src="https://i.ytimg.com/vi/5ySDGBW-TEY/0.jpg" src="https://www.youtube.com/embed/5ySDGBW-TEY?feature=player_embedded" frameborder="0" allowfullscreen></iframe></div>
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<br />
En Diciembre de 2015 comencé a jugar con aviones a control
remoto. Hace un año comencé a armarlos. Ha sido muy divertido y creo
que es un hobby para mucho tiempo. Dejo este video acá porque me gustó
mucho como quedó.Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-61894877988947750292015-12-13T04:10:00.000-08:002015-12-13T05:45:06.667-08:00La historia indelebleLe pasó a un amigo. Me identifique tanto con la historia que solo puedo contarla en primera persona. ¿Así es la amistad? ¿Será eso la amistad? ¿Es para eso? Ahora solo puedo preguntarme ¿Quién soy yo ahora? No se… Y no sé qué hacer, y si una cosa he logrado entender después de tantas noches pensando es que lo único que puedo hacer es contar la historia. Pero no sé si puedo hacerlo. ¿Por qué me gustan los imposibles?<br />
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La historia. A veces parece infinita, y nunca la recuerdo bien. Nunca recuerdo la misma, lo diré más tarde y ya lo dije. A veces la recuerdo en pasado, a veces en presente, y a veces en futuro. No recuerdo quién me contó por primera vez que los tres tiempos son iguales y es cosa de mortales separar los tiempos. ¿Cómo me pudo decir eso alguien que es mortal? Es una pregunta retórica, lo juro.<br />
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A veces siento que la historia está en mis genes, en los tuyos, en los de los ratones. Como si una y otra vez en un universo anterior algo la hubiera gritado (por no utilizar una palabra más abstracta) y una y otra vez hubieran matado a lo que la contó. Y como castigo (¿divino?) ahora todos cargamos una historia indeleble.<br />
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Los animales que cenamos tienen pedazos de la historia. Contada en otro tiempo y en otro lugar. La sienten con un cerebro ajeno que tratamos de entender matando cerebros para mirar en microscopio, con la vaga esperanza de pensar como piensa un pez sin tener que convertirnos en uno. Como si no hubiera tiempo para ser cada cosa, como si ya no lo hubiéramos sido, como si el tiempo no fuera infinito.<br />
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El tiempo alcanza. El siempre alcanza porque es infinito, el que no alcanza es uno. Pero es el uno, el yo, el que no importa.<br />
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Esa es la historia. La versión comprimida, con gran entropía, si bien no máxima, y solo puedo redundar.<br />
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Esa es la historia que recuerdo ahora. No siempre recuerdo la misma. ¿Qué sentido tiene entonces contar una historia? A veces me pierdo y siento que cualquier historia se puede expandir tanto como yo quiera, tanto como mi amigo quiera, <a href="http://www.zyvex.com/nanotech/feynman.html">tanto como tú quieras</a>, pero no es fácil, no en tiempo finito. Pero eso no importa.<br />
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¿Cómo se puede contar una historia infinita y elusiva en un instante? ¿En 0 segundos?<br />
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Solo si no hace falta contarla. Es la forma más eficiente de transmitir información. Parece una paradoja.<br />
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Por pequeño que sea lo que tienes que contar, si no tienes que hacerlo, ya lo contaste, y lo hiciste con eficiencia infinita, en el pasado, en el presente y en el futuro, que son la misma cosa para alguien que no es humano y puede ver la línea por la que creemos caer.<br />
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Idea / 0 = infinito<br />
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Es algo que me gusta tener presente. Que hay que apreciar mucho lo que ya está ahí y que no hay que comunicar. Es mejor sonreír que hablar. Es mejor bailar que hablar. ¡Hay tanto que compartir sin hablar!<br />
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Hablamos demasiado, y sé que mi hámster (#1) me entiende porque le hablo y no me responde. Bobo no es. Si me hablara no sería capaz de darle más comida y tendría que salir corriendo al hospital.Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-18525449672097960012015-08-12T02:31:00.001-07:002015-08-12T13:10:55.345-07:00EthereumUna de las cosas interesantes de este año es que he estado trabajando bastante con criptomonedas (como programador).<br />
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Hoy hice un pago en <a href="https://www.efecty.com.co/webefecty/">Efecty</a> y va a demorar un día en hacerse efectivo. Eso no es aceptable.<br />
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El futuro no es por ese lado.<br />
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Hace unos 12 días comenzó a funcionar <a href="https://ethereum.org/">Ethereum.</a><br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhz3efsE7dj92Jk9y-t80tr31otLNUxJGw2QB-PcdZAi9om3qoofzYZsbR94R5_9t3DDQPuHZEvll57_qvEl90_M4ElHMrZt-8SfM_zwx_ityC7oYikzFMGskmsaR6eEAvSlD1seMHKH84/s1600/ethereum_name_deleted.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhz3efsE7dj92Jk9y-t80tr31otLNUxJGw2QB-PcdZAi9om3qoofzYZsbR94R5_9t3DDQPuHZEvll57_qvEl90_M4ElHMrZt-8SfM_zwx_ityC7oYikzFMGskmsaR6eEAvSlD1seMHKH84/s320/ethereum_name_deleted.jpg" width="240" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">La torta de cumpleaños de un amigo.</td></tr>
</tbody></table>
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La calidad del lanzamiento es impresionante. Por ahora es para desarrolladores más que para usuarios finales. El <a href="https://stats.ethdev.com/">dashboard</a> muestra la actividad de un subconjunto de los nodos que están en la red, y algunas estadísticas de la red. Se siente bien tener un nodo dibujado en Bogotá.<br />
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Algunos dicen que el lanzamiento fue un fracaso por el <a href="http://coinmarketcap.com/currencies/ethereum/#charts">precio actual del Ether,</a> un token que sirve para para pagar por el cómputo que se puede realizar en la red (o el almacenamiento). No creo que el precio sea tan importante.<br />
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He estado haciendo pruebas con contratos muy básicos y he pensado en las posibilidades.<br />
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El cliente más auditado está en lenguaje Go, <a href="https://github.com/ethereum/go-ethereum">geth</a>, y el <a href="https://en.wikipedia.org/wiki/Read%E2%80%93eval%E2%80%93print_loop">REPL</a> se puede usar con JavaScript, el <a href="https://github.com/ethereum/wiki/wiki/JavaScript-API">API</a> es bonito. Este año quiero aprender Go: <a href="http://ipfs.io/">Varios</a> <a href="https://consul.io/">proyectos</a> <a href="https://hashicorp.com/blog/vault.html">que</a> <a href="https://www.docker.com/">me</a> <a href="https://github.com/ethereum/go-ethereum">importan</a> están en Go y estoy esperando <a href="http://www.amazon.com/Programming-Language-Addison-Wesley-Professional-Computing/dp/0134190440/">este libro</a>.<br />
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Cuando se lanzó no era posible realizar transacciones porque era necesario que poco a poco los que minan fueran votando para subir el límite de gas (cantidad de Ether) que puede ser usado en un bloque.<br />
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Para aproximar cuánto tiempo faltaba para que fuera posible realizar transacciones me basé en un programa publicado para hacer <a href="https://github.com/arhuaco/junkcode/blob/master/junk/ethereum/simulate_remaining.js">una simulación</a> que estima el número de horas que faltaban para alcanzar el límite necesario para hacer una transacción. Funcionó relativamente bien. Y se puede correr en el REPL de geth (Aunque ya hoy no muestra nada interesante ya que el límite máximo ha sido alcanzado).<br />
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El punto es que solo eso ya marca una diferencia grande con otros proyectos. Es como cuando uno aprende UNIX y ve que casi todo se puede programar. Se pueden programar cosas raras, como una <a href="https://www.reddit.com/r/ethereum/comments/3gdxte/with_ether_price_as_low_as_it_is_maybe_another/">pirámide (Ponzi Scheme) auditable</a> que corre en un computador <a href="https://twitter.com/ioptio/status/597113993401098240">descentralizado</a> que es muy díifcil de censurar.<br />
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Algunos creen que el "<i>killer app</i>" de Ethereum puede ser un mercado de predicciones y <a href="http://www.augur.net/">Augur</a>, la primera implementación para Ethereum, hará <i>crowdsale</i> pronto (o una preventa de tokens de reputación). Ya hay una versión alfa funcionando.<br />
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Es apenas en los últimos años que la gente ha comenzado a ver que Internet es mucho más que hacer <a href="http://foxtrotblog.blogspot.com/2004/07/programmers-endeavour-la-programacin.html">interfaces glorificadas</a> para bases de datos. Creo que muchas cosas van a cambiar. No sé si masivamente, pero en estos momentos no me importa. <br />
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PD: <a href="https://en.wikipedia.org/wiki/MaidSafe">MaidSafe</a> es otro proyecto que creo va a tener un impacto considerable en la forma de hacer aplicaciones para Internet. Una "nube" difícil de censurar porque está en todos lados y en ningún lado a la vez. Están pasando cosas interesantes.Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com2tag:blogger.com,1999:blog-4202781940631637547.post-69986748994909849142014-10-08T06:55:00.002-07:002014-12-16T04:53:10.121-08:00Sobre los créditos condonables a niños con buen rendimiento académicoActualización: Ya hay más información, no se necesita codeudor. <br />
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Lo que menos me gusta del plan del gobierno colombiano de dar créditos
condonables en lugar de becas a los niños que tengan buen rendimiento
académico, es que los que reci<span class="text_exposed_show">ben los créditos no tiene derecho a equivocarse y abandonar los estudios.</span><br />
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La universidad no siempre es la mejor opción. Hay gente que se enamora y
se va, otros descubren un talento y otros siemplemente se aburren o
algo les pasa y no quedan en condiciones de seguir estudiando. O
aprenden lo más importante (matemáticas y esas cosas básicas) y se
retiran para hacer algo interesante y estudiar por su cuenta.<br />
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Si
algo no tienen los pobres es el derecho a equivocarse mucho en las
decisiones que toman en su vida. ¿Cómo comprometen a un niño de 15 años
(y tal vez a un codeudor) con una responsabilidad de esas?<br />
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Por otro lado, ¿Quién dijo que entrar a una universidad y no graduarse es necesariamente malo para la persona o para el país? Conozco gente que se ha retirado que es mucho más competente en un oficio que muchos que terminan la universidad.<br />
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Hay gente que abusa y se queda mucho tiempo en universidades públicas con bajo rendimiento académico, pero los créditos condonables no son la solución a ese problema.</div>
Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com4tag:blogger.com,1999:blog-4202781940631637547.post-61687653777739601412014-10-03T17:41:00.000-07:002014-10-03T17:48:41.007-07:00Humor por reemplazo (¿grado uno?)<div dir="ltr" id="docs-internal-guid-d2db85b7-d894-d903-80dd-8a2a8f832eb3" style="line-height: 1.15; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">Sé que hay gente que ha estudiado con cuidado el humor y la </span><a href="http://web.media.mit.edu/~minsky/papers/jokes.cognitive.txt" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">lógica en el humor</span></a><span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">. Acá solo escribiré un poco sobre algo que llamo humor de grado uno: Reemplazar algo en una frase conocida por algo que cambie el contexto. Algo hace click. Y es chistoso cuando la broma es nueva para uno.</span></div>
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<div dir="ltr" style="line-height: 1.15; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">La frase que motivó este post es esta: “All my chess games end when one knight stands”, sacada de un </span><a href="http://www.reddit.com/r/movies/comments/1uz89t/chess_in_the_movies/cen9sod" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">comentario de Reddit</span></a><span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">. No tiene tanto sentido más allá de sacar algo fuera del contexto, pero me gustó mucho.</span></div>
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<div dir="ltr" style="line-height: 1.15; margin-bottom: 0pt; margin-top: 0pt;">
<span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">Algunos ejemplos vistos en Twitter:</span></div>
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<li dir="ltr" style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.15; margin-bottom: 0pt; margin-top: 0pt;">
<a href="https://twitter.com/astridavila/status/424304961946529793" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">What would Sean Penn do?</span></a></div>
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<li dir="ltr" style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.15; margin-bottom: 0pt; margin-top: 0pt;">
<a href="https://twitter.com/GuzmanJoseVicen/status/425027603192225792" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">No todo lo que brilla es lobo</span></a><span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">.</span></div>
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<li dir="ltr" style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.15; margin-bottom: 0pt; margin-top: 0pt;">
<a href="https://twitter.com/kyge21/status/428148023039098880" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">Bienaventurados los hombres que ceden la silla, porque de ellos será el reino de los cielos.</span></a></div>
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<li dir="ltr" style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.15; margin-bottom: 0pt; margin-top: 0pt;">
<a href="https://twitter.com/verozco/status/444151315879723008" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">Malaventuradas las parejas que se siguen en todas las redes sociales porque de ellas será el reino de los celos</span></a><span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">.</span></div>
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<li dir="ltr" style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.15; margin-bottom: 0pt; margin-top: 0pt;">
<a href="https://twitter.com/cataboc/status/428929922430541824" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">La vida es eso que pasa mientras subes archivos a Dropbox</span></a><span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">.</span></div>
</li>
<li dir="ltr" style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.15; margin-bottom: 0pt; margin-top: 0pt;">
<a href="https://twitter.com/arttesano/status/456483306486259712" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">La vida es lo que pasa mientras se actualiza Ubuntu, iTunes</span></a><span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">, ...</span></div>
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<li dir="ltr" style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.15; margin-bottom: 0pt; margin-top: 0pt;">
<a href="https://twitter.com/Lanitasdeo/status/435580980259074048" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">Estúpido y sensual pan rollito</span></a><span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">.</span></div>
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<li dir="ltr" style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.15; margin-bottom: 0pt; margin-top: 0pt;">
<a href="https://twitter.com/yoresongo/status/436657004632109056" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">En mi macro rueda de negocios habrá juegos de azar y mujerzuelas</span></a><span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">.</span></div>
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<li dir="ltr" style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.15; margin-bottom: 0pt; margin-top: 0pt;">
<a href="https://twitter.com/n12o/status/451519095608184833" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">No eres tú, son tus retweets</span></a><span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">. (Este es mío).</span></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">Terminemos con uno que me gustó mucho:</span></div>
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<li dir="ltr" style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; list-style-type: disc; text-decoration: none; vertical-align: baseline;"><div dir="ltr" style="line-height: 1.15; margin-bottom: 0pt; margin-top: 0pt;">
<a href="http://www.reddit.com/r/programming/comments/1x3hlw/floating_point_error_is_the_least_of_my_worries/cf7w73t" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">I got 98.9999999998 problems but floating point ain't one</span></a><span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">.</span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjCLwmhB7LqS0bjgruD5zGixd5n_l0wcndDEiLC0lp9wsIdj81uQy5OmOfAT5drlnVFxbdhtLrigi7IosmrzWP_z-M70Qn1PL86KCrjQUgwm6FPamQHjitQHR4HZ7U9MwAP447CDyNlVCk/s1600/99.99.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjCLwmhB7LqS0bjgruD5zGixd5n_l0wcndDEiLC0lp9wsIdj81uQy5OmOfAT5drlnVFxbdhtLrigi7IosmrzWP_z-M70Qn1PL86KCrjQUgwm6FPamQHjitQHR4HZ7U9MwAP447CDyNlVCk/s1600/99.99.jpg" height="213" width="320" /></a></div>
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<span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">Este tipo de humor es muy frecuente. Pero deja de ser divertido si el patrón que se usa </span><a href="https://twitter.com/search?f=realtime&q=%22as%C3%AD%20como%20cuando%20uno%22" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">es muy común</span></a><span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">. Se podría analizar más, para ver qué hace un reemplazo más interesante </span><a href="about:blank" style="text-decoration: none;"><span style="background-color: transparent; color: #1155cc; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: underline; vertical-align: baseline;">que otro</span></a><span style="background-color: transparent; color: black; font-family: Arial; font-size: 15px; font-style: normal; font-variant: normal; font-weight: normal; text-decoration: none; vertical-align: baseline;">.</span>Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-67433968973062109342014-09-28T02:59:00.002-07:002014-09-28T03:01:53.388-07:00Año sabáticoHace un mes terminó el año en el que no trabajé (no mucho).<br />
<br />
No me dediqué al ocio.<br />
<br />
Estuve estudiando dos cosas: trading algorítmico y Bitcoin.<br />
<br />
No es la primera vez. Hace muchos años tuve un año en el que me dediqué a estudiar por mi cuenta, financiado por mi mamá. Es algo que he intentado repetir más, pero no había lograrlo más de tres meses seguidos.<br />
<br />
Con respecto al trading, aprendí bastante. Es un tema interesante, aunque se siente muy impersonal. Uno solo ve que se manda un 'bid', o un 'ask', y no se ven las risas o lágrimas que hay detrás de la ejecución de una orden. Trabajé con FOREX, y es impresionante el volumen que tienen los pares más populares. <a href="http://n12o.blogspot.com/2014/03/analisis-tecnico-un-fraude-random-walks.html">No creo en el análisis técnico</a>. Creo que no estaba lejos de lograr algo rentable, pero por ahora me cansé. Trabajar en esto cansa bastante, y además no seguí trabajando con una amiga, con la que estudié bastante, y trabajar solo me da pereza. No sé si retome el tema. Tal vez el otro año, aunque no depende solo de mí. Me hace falta trabajar con ella.<br />
<br />
Una anécdota interesante con el trading es que el programa MT5 no simula bien los ticks. Yo estaba trabajando con segundos, no con minutos, y el MT5 simula los segundos con una curva predecible. Encontramos una estrategia que explotaba eso, pero no es interesante en la vida real. Lo que al parecer hace la gente es usar la versión anterior (la 4), con la que es posible hacer backtesting con ticks reales importados de un archivo.<br />
<br />
El MT5 usa objetos, pero el diseño no es bueno. Mi amiga hizo un diagrama de clases y el asunto rayaba en lo cómico. Yo no creo que la gente que hace trading algorítmico use MT5 (por lo menos, no usan mucho las clases que ellos diseñaron).<br />
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Con respecto a Bitcoin aprendí un montón. Estudié bastante el protocolo y creo que el futuro es descentralizado. Con un amigo lanzamos <a href="http://btcpong.info/">un servicio sencillo que casi nadie usa</a>, pero me alegra haber llegado a lanzarlo. A pesar de ser algo simple no es trivial. Aprendí bastante.<br />
<br />
Y ahora estoy ocupado otra vez. No he logrado concentrarme tanto como quisiera. Pero todo pinta bien.Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-36292385645445440682014-09-07T17:14:00.002-07:002014-09-08T01:05:18.196-07:00You might want to use noatime.This is not a new issue.<br />
<br />
From <a href="http://lwn.net/Articles/244829/">http://lwn.net/Articles/244829/</a> (Ingo Molnar):<br />
<blockquote class="tr_bq">
Atime updates are by far the biggest IO performance deficiency that Linux has today. Getting rid of atime updates would give us more everyday Linux performance than all the pagecache speedups of the past 10 years, _combined_. </blockquote>
This comment is about 7 years old and noatime is still not a default option (nor relatime). Tracking access time makes sense in many scenarios, not not too much for a desktop user.<br />
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Really. Usually a lot of disk reads are cached and even for them the OS has to write to the disk. It is stupid.<br />
<br />
If you are not using noatime, and you don't need to track access times for your file-system, you're causing your disks a lot of avoidable pain (and you are wasting time).<br />
<br />
I just enable it and if something breaks because of this, it deserves to break. My guess is that many developers run their systems with the noatime option set.Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-59513057040767369782014-09-06T19:29:00.002-07:002017-04-07T20:51:59.355-07:00Use Freenode with SSL<b>Update</b>: XChat is dead and the new project is HexChat (a fork).<br />
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I always have to look for this image. So let's put it here. If you do not use SSL everything you do (including sending your passwords) will be sent in clear (unencrypted) text.<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhNiJB3KEnb9NQlecPEWVopEqlB5dp59k8ejr8AOamD97i5TEutnpvOyHOEq8w7V8yCF1EV48S9PdWe7y7ZMz_mL1k3vz6pjjKLm5zp3hLme9CgvyC0n087sLiXXijqPTFenpItl0GaQq8/s1600/BuYwnBZCEAADGIJ.png:large.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="312" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhNiJB3KEnb9NQlecPEWVopEqlB5dp59k8ejr8AOamD97i5TEutnpvOyHOEq8w7V8yCF1EV48S9PdWe7y7ZMz_mL1k3vz6pjjKLm5zp3hLme9CgvyC0n087sLiXXijqPTFenpItl0GaQq8/s1600/BuYwnBZCEAADGIJ.png:large.png" width="320" /></a></div>
<br />Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-63238097319589996432014-09-04T22:03:00.001-07:002014-09-10T07:14:27.144-07:00Claro no te ayuda<div class="separator" style="clear: both; text-align: left;">
<b>Actualización</b>: Hoy 10 en la mañana instalaron el internet. 9 días después.</div>
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Hace unos días llamé a Claro Colombia para solicitar un enlace de Internet.</div>
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Al teléfono me dijeron que yo estaba en DataCrédito y que tocaba poner el enlace a nombre de otra persona. La atención fue pésima y la persona que me atendió fue grosera y no me quiso explicar más.</div>
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Por cosas que he hecho recientemente sabía que no estaba en DataCrédito, así que para verificar pagué en http://midatacredito.com y en efecto no estaba reportado. Ahí perdí unos 25.000 pesos.</div>
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Luego llamé a quejarme y me dijeron que me arreglarían el problema. Esta es parte de la llamada donde me dijeron que me llamarían (la que está en el video que sigue). Llamada del 1ro de septiembre de 2014. Tengo la llamada completa donde dicen cuál es el problema y que sí es un error de ellos.</div>
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<iframe allowfullscreen='allowfullscreen' webkitallowfullscreen='webkitallowfullscreen' mozallowfullscreen='mozallowfullscreen' width='320' height='266' src='https://www.blogger.com/video.g?token=AD6v5dxJM2FBxa_5Ou42jBaH_SKK4G8Cm_WEdckwVujJBjFBLEqqID9ONYwKKvi93hFtxGEsYMNHCKA5Z0JGXyGUOQ' class='b-hbp-video b-uploaded' frameborder='0'></iframe></div>
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Yo quedé a paz y salvo con Telmex (antes de ser Claro Colombia) en 2010 y <a href="http://imgur.com/k8e0Aya">tengo el paz y salvo</a>.</div>
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El 3 de Septiembre me dijeron que sí era necesario mandar el paz y salvo. Aunque antes me habían dicho que no. Pedí más ayuda en Twitter (donde me habían atendido antes) y me contestaron sin contexto, como si fuera la primera vez que les hablara.</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgcVqzObcsrujuV04Bbm01zpPFErCRuKr4e0tx61X1rIiHoNgxcF-UPD9sEBHsdr0zKpHoAfDhOjfp11wDCg-CkfOmW2SH81VvxJ3oR3S1xtFJKFcj_B00-hlDYyk4hvRpZsw5sXxhyzCU/s1600/claro_no_ayuda.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgcVqzObcsrujuV04Bbm01zpPFErCRuKr4e0tx61X1rIiHoNgxcF-UPD9sEBHsdr0zKpHoAfDhOjfp11wDCg-CkfOmW2SH81VvxJ3oR3S1xtFJKFcj_B00-hlDYyk4hvRpZsw5sXxhyzCU/s1600/claro_no_ayuda.png" /></a></div>
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En ese momento me molesté. Y es 5 de septiembre y no me han resuelto.</div>
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<a href="https://www.youtube.com/watch?v=HSGf6vgF9zU">Subí un video a Youtube que estuvo disponible unos minutos</a>. Yo lo pude ver, y tengo un testigo que también pudo. Luego dejó de estar disponible y Youtube me dice que no lo pudo procesar, y eso es imposible, porque lo alcanzamos a ver. Sería feo pensar que me lo censuraron, pero eso es lo que parece. Todavía no puedo afirmarlo con certeza pero eso es lo que parece. Yo uso HTML5 y nunca más instalaré Flash, entonces para concederle el beneficio de la duda a Youtube, <a href="https://www.youtube.com/watch?v=YHdDKhFRHQE">subí otra vez el video acá</a>, usando <a href="http://shahidhussain.com/optimize-video-for-youtube-on-linux-with-ffmpeg/">instrucciones viejas</a> que he usado antes. Sería muy extraño que deje de aparecer, pero pasó. Acá <a href="https://www.youtube.com/watch?v=30k8humux7M">lo subí otra vez</a> para asegurarme de que usé el video que codifiqué con <a href="http://shahidhussain.com/optimize-video-for-youtube-on-linux-with-ffmpeg/">las instrucciones</a>.</div>
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<a href="https://vimeo.com/105312128">Subí el video a Vimeo</a> también (y espero que algún día lo procesen, que lento es).</div>
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Para terminar, es feo que no haya buenos competidores para servicio de Internet y que uno tenga que rogale a Claro para que le instalen a uno Internet en su casa. Me dicen que otros proveedores tienen un servicio mucho peor.</div>
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Me han contado que el camino más efectivo es una queja en la Superintendencia de Industria y Comercio. Ya radiqué la queja.</div>
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Espero no terminar llamando y gritando como <a href="https://www.youtube.com/watch?v=e_V59GcrXzo">la pobre señora Patricia</a>.</div>
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No es aceptable que un problema que se puede arreglar en horas les tome días.</div>
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Además, me están discriminando abusivamente con la mala excusa de que es culpa del sistema.</div>
Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com2tag:blogger.com,1999:blog-4202781940631637547.post-81006450179733683642014-08-28T23:01:00.002-07:002014-08-28T23:12:50.860-07:00pylint for Python 3 in Ubuntu 14.04The steps to get pylint for Python 3 in Ubuntu 14.04 are: <br />
<ul>
<li>sudo aptitude install python3-pip</li>
<li>sudo pip3 install pylint</li>
<li>/usr/local/bin/pylint your_file.py</li>
</ul>
By the way, today is the day I stop caring about Python 2. I will use Python 3 for my new programs.<br />
<ul>
</ul>
Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com1tag:blogger.com,1999:blog-4202781940631637547.post-56888442398331340922014-08-19T22:17:00.001-07:002014-08-19T22:17:09.723-07:00Listo el tocadiscos<a href="http://n12o.blogspot.com/2014/07/quiero-un-tocadiscos.html">Quería un tocadiscos</a>. Compré el primero que vi y no lo pensé mucho. Creo que es suficiente para escuchar el disco que me regalaron y muchos más.<br />
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Ahora puedo irme a locales a cazar discos baratos. Lo bueno con la música es que a uno le puede gustar algo que no le interesa a los demás.</div>
Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com3tag:blogger.com,1999:blog-4202781940631637547.post-30633567533888030142014-08-04T21:30:00.002-07:002014-08-04T21:31:04.516-07:00Generating a Bitcoin Vanity Address<br />
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There is <a href="https://en.bitcoin.it/wiki/Vanitygen">good (fast) software</a> to build vanity addresses.<br />
<br />
I wanted to build something easy to audit. And I got what I wanted, but it is very slow.<br />
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Here it is : <a href="https://github.com/arhuaco/junkcode/blob/master/junk/bitcoin/generate_vanity_address.py">generate_vanity_address.py</a>, in case you want to waste some CPU cycles.<br />
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<br />Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-78935716832067217422014-07-21T22:50:00.000-07:002014-07-21T23:07:48.226-07:00Quiero un tocadiscos<div style="color: #222222; font-family: arial;">
Quiero un tocadiscos.</div>
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Hace unos años jamás lo habría pensado pero ahora existe el deseo.</div>
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<div style="color: black; font-family: 'Times New Roman';">
<span style="background-color: white; color: #222222; font-family: arial;">La imperfección es bonita. Casi todas las copias de una canción digital son el mismo archivo. Así es por diseño. Casi todas las copias, si no existieran los benditos rayos cósmicos y otros azares.</span><br />
<span style="background-color: white; color: #222222; font-family: arial;"><br /></span>
<span style="background-color: white; color: #222222; font-family: arial;">Todos los discos son sutilmente diferentes.</span></div>
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Lo mortal es bonito. Es bonito aprovechar las cosas mientras duran.</div>
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhkvphXAi_lUW4C4Ca28iZvvbtHcWfr4P8BnQyFjYs6mEdHRHepWyQVDD0UXJunhYWNAR2lbgh29ruZx21lgThxeCL6M_qPJb896lEScpdCuQj1rn4tG-Q4TMSirjhygRT5HHmR1zmBlkg/s1600/francis_cabrel.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhkvphXAi_lUW4C4Ca28iZvvbtHcWfr4P8BnQyFjYs6mEdHRHepWyQVDD0UXJunhYWNAR2lbgh29ruZx21lgThxeCL6M_qPJb896lEScpdCuQj1rn4tG-Q4TMSirjhygRT5HHmR1zmBlkg/s1600/francis_cabrel.jpg" height="305" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="font-size: small;">Un disco que me regalaron. No tengo donde escucharlo.</span><br />
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</tbody></table>
<div style="color: #222222; font-family: arial;">
Creo que lo he escrito antes: Un defecto humano es querer que lo bueno dure mucho, que dure por siempre.</div>
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<br /></div>
<div style="color: #222222; font-family: arial;">
Nos fijamos más en las arrugas que en las historias de los viejos. Les preguntamos más por los achaques que por las alegrías pasadas que ellos quieren compartir.</div>
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<br /></div>
<div style="color: #222222; font-family: arial;">
La aguja no suena igual cuando es nueva que cuando ya está un poco gastada.</div>
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<br /></div>
<div style="color: #222222; font-family: arial;">
Lo mismo pasa con el acetato. Nuevo funciona de una forma. Con el tiempo surge un ruido de fondo que el cerebro aprende a filtrar.</div>
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<br /></div>
<div style="color: #222222; font-family: arial;">
Uno aprende a enfocarse en lo bonito que todavía suena y no en el ruido blanco que el tiempo permite.</div>
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<br /></div>
<div style="color: #222222; font-family: arial;">
Quiero esa imperfección en mi sala.</div>
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<br /></div>
<div style="color: #222222; font-family: arial;">
Es fácil explicarle a un niño o a un adulto curioso como funciona un tocadiscos.</div>
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<br /></div>
<div style="color: #222222; font-family: arial;">
Quiero un disco que tenga que cuidar. Uno que no dure por siempre. Nada dura por siempre. No me parece malo.</div>
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<br /></div>
<div style="color: #222222; font-family: arial;">
Quiero un tocadiscos.</div>
Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com2tag:blogger.com,1999:blog-4202781940631637547.post-6637511307740499662014-05-01T20:56:00.000-07:002014-05-01T20:56:02.307-07:00Expected value of random walkI found this <a href="http://money.stackexchange.com/a/21716">nice answer</a> where a guy draws a random walk that simulates the stock market.<div>
<br /></div>
<div>
The remarkable thing is that he talked about the expected distance of the one dimensional random walk from the starting point, after N steps.</div>
<div>
<br /></div>
<div>
It is different from the average distance (taking signs into account), that should be 0.</div>
<div>
<br /></div>
<div>
So, the expected (absolute) distance from the origin (see <a href="http://math.stackexchange.com/questions/103142/expected-value-of-random-walk">1</a> and <a href="http://mathworld.wolfram.com/RandomWalk1-Dimensional.html">2</a>) is:</div>
<div>
<br /></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj1M_As-Tr7z9k-8ShM3u6gungk5twTxy5_p6iOk8GlEIh74f6S54F7CJxVkBoDmaqQM16AQB73vZmeI3OLZlDo_22IuuAgR_Ovz0KQ1CTVSfipzgI8YbtGZM1NuCizPUfzB68NkEj1ip0/s1600/NumberedEquation19.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj1M_As-Tr7z9k-8ShM3u6gungk5twTxy5_p6iOk8GlEIh74f6S54F7CJxVkBoDmaqQM16AQB73vZmeI3OLZlDo_22IuuAgR_Ovz0KQ1CTVSfipzgI8YbtGZM1NuCizPUfzB68NkEj1ip0/s1600/NumberedEquation19.gif" /></a></div>
<div>
<br /></div>
<div>
And this surprised me. Yeah, you even get PI there.</div>
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<br /></div>
<div>
The math seems nice, I haven't checked it all :-)</div>
<div>
<br />Here is a quick simulation: <a href="https://github.com/arhuaco/junkcode/blob/master/junk/random_walk/expected_distance.cc">expected_distance.cc</a>.</div>
<div>
<br />Here is the output for 1000 steps:</div>
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<br /></div>
<div>
<div>
$ ./random_walk_distance_1000_steps </div>
<div>
Theoretical average distance: <b>25.2313</b></div>
<div>
Empirical average distance: <b>25.0942</b></div>
<div>
<br /></div>
<div>
$ ./random_walk_distance_1000_steps </div>
<div>
Theoretical average distance: <b>25.2313</b></div>
<div>
Empirical average distance: <b>25.1914</b></div>
<div>
<br /></div>
<div>
$ ./random_walk_distance_1000_steps </div>
<div>
Theoretical average distance: <b>25.2313</b></div>
<div>
Empirical average distance: <b>25.2604</b></div>
</div>
<div>
<b><br /></b></div>
<div>
It checks out. I'm glad I know this now.</div>
Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-15718137397817418712014-03-24T04:09:00.000-07:002014-03-24T16:31:46.653-07:00Re: Un sistema universal de timestamps + Usando el Blockchain<b>Resumen: puedo comprobar que fui la primera persona en meter en el <a href="http://en.wikipedia.org/wiki/Bitcoin#Block_chain">blockchain</a> de Bitcoin el hash de un texto.</b><br />
<br />
En <a href="http://blog.crazyrobot.net/2014/02/26/idea-de-un-servicio-basico-de-internet/">esta entrada en su weblog</a>, Sergio, quien siempre anda con buenas ideas, escribe sobre un servidor de <i>timestamps</i>.<br />
<br />
Esto permite comprobar que uno sabía algo en un determinado momento antes de firmar un acuerdo de confidencialidad, o que uno tenía una foto antes que otra persona (sin necesidad de compartirla), o que uno fue el primero en publicar algo en Internet.<br />
<br />
Seguro hay muchos otros casos de uso en los que baste con tener un servidor de <i>timestamps</i> confiable para hacer algo útil.<br />
<br />
Sigamos con un ejemplo de la vida real.<br />
<br />
Es probable que yo sea la primera persona en <a href="https://www.google.com/#q=%22Reductio+ad+Pambel%C3%A9%22">grabar el texto "Reductio ad Pambelé" en Internet</a>, al escribirlo en una <a href="http://n12o.blogspot.com/2014/03/reductio-ad-pambele.html">entrada anterior</a>.<br />
<br />
Y espero no meterme en problemas al poder comprobarlo de forma indeleble. Digo indeleble porque no estoy contando con el fin de la tierrra, ni el del sol, ni el del universo.<br />
<br />
La página <a href="https://www.btproof.com/">https://www.btproof.com</a>, que tiene <a href="https://github.com/shesek/btproof/">código libre</a>, permite generar una <a href="https://en.bitcoin.it/wiki/Address">dirección de Bitcoin</a> a partir de un texto, y la acabo de usar para generar una dirección con base en:<br />
<br />
<div style="text-align: center;">
"Reductio ad Pambelé -- @<a href="https://twitter.com/n12o">n12o</a>"</div>
<div style="text-align: center;">
<br /></div>
<div style="text-align: left;">
Es el texto sin las comillas y sin el enlace.</div>
<br />
Transferí la cantidad en bitcoins equivalente a un dólar de hoy a <a href="https://blockchain.info/address/136Dmd1AmhCmjNWQfN5Dfq4Fekv2q12yyo">la dirección pública generada</a>. Uno puede transferir mucho menos.<br />
<br />
Los bitcoins transferidos no se pueden recuperar porque la dirección <b>no</b> es generada a partir de un par de llaves, pública y privada. En inglés le dicen "quemar" bitcoins a este proceso.<br />
<br />
La dirección pública es <a href="https://blockchain.info/address/136Dmd1AmhCmjNWQfN5Dfq4Fekv2q12yyo">136Dmd1AmhCmjNWQfN5Dfq4Fekv2q12yyo</a>. Esta dirección <a href="https://www.btproof.com/technical.html">se generó en mi navegador</a>.<br />
<b><br /></b>
El screenshot tomado de <a href="https://www.btproof.com/">www.btproof.com</a>:<br />
<br />
<table align="center" border="1" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhHzloeVsrEqQ_mhUhl-OAnamHwz4twO9jzx4P84JFgwONufpJl7R8hDhL89r9aKqIaKu2lV1o0o4I5y9ZPIPfVerFF-e-lfZ552gRafPGlZmhgwENRVCcUKM4HUnjA6gQ93hj5O-CunDE/s1600/timestamp.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img alt="Ejemplo de uso del servidor de timestamp" border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhHzloeVsrEqQ_mhUhl-OAnamHwz4twO9jzx4P84JFgwONufpJl7R8hDhL89r9aKqIaKu2lV1o0o4I5y9ZPIPfVerFF-e-lfZ552gRafPGlZmhgwENRVCcUKM4HUnjA6gQ93hj5O-CunDE/s1600/timestamp.png" height="438" title="Ejemplo de uso del servidor de timestamp" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><br />
<br />
Screenshot de <a href="http://www.btproof.com/">www.btproof.com</a>. Hay que dar click en "Check timestamp", "Create Timestamp" no verifica si el hash ya existe en el blockchain.<br />
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</tbody></table>
<br />
<div>
Si tienen un poquito de bitcoins consideren <a href="https://blockchain.info/address/1ARAWK8etGddPr3Rb5RgfFD66CpXbkcXf7">darle una propina al que escribió btcproof</a>.</div>
Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-91475604954023192222014-03-24T00:58:00.000-07:002014-03-24T01:00:16.597-07:00Reductio ad PambeléInspirado en <a href="http://es.wikipedia.org/wiki/Reductio_ad_Hitlerum"><i>Reductio ad Hitlerum</i></a>, más por el nombre y como se cita en las discusiones que por lo que significa, creo que cuando uno termina hablando de que tener más dinero es mejor, debe terminar la conversación con <i><a href="http://n12o.blogspot.com/2014/03/reductio-ad-pambele.html">Reductio ad Pambelé</a></i> y cambiar de tema.<br />
<br />
Por supuesto, este no debe ser el caso cuando se está discutiendo un problema personal de alguien que puede necesitar ayuda, sin importar si está presente o no en la conversación. Es solo cuando se habla del tema en abstracto.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhuPQwAgxajtkjFILUTAQKnYldCk54MtyG4wRB0r460dmQO730GG0uV5hyphenhyphenwCbX_iGcqFq46BG4aHf3oub9qq8yIUXvx0Yr3xRJLm1LM6MzP9GOx8ZUO2KNrWGHmrO5UbWqYMadv8o5R3v0/s1600/pambele.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhuPQwAgxajtkjFILUTAQKnYldCk54MtyG4wRB0r460dmQO730GG0uV5hyphenhyphenwCbX_iGcqFq46BG4aHf3oub9qq8yIUXvx0Yr3xRJLm1LM6MzP9GOx8ZUO2KNrWGHmrO5UbWqYMadv8o5R3v0/s1600/pambele.jpg" height="320" width="312" /></a></div>
<br />Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-39287229397419796272014-03-22T14:41:00.000-07:002014-03-23T01:52:44.396-07:00Análisis Técnico / ¿Un Fraude? / Random Walks<span style="background-color: white;">Desde el año pasado me comenzó a interesar el <i><span class="J-JK9eJ-PJVNOc">trading</span></i>, especialmente el automático, cuando vi que podía usar el <a href="https://www.kraken.com/help/api" style="color: #1155cc;">API de un <i><span class="J-JK9eJ-PJVNOc">exchange</span></i></a> y hacer <i><span class="J-JK9eJ-PJVNOc">trading</span></i>, sin pedir permiso ni dar <span class="J-JK9eJ-PJVNOc">explicaciones</span>, gracias a la existencia de las <a href="http://es.wikipedia.org/wiki/Criptodivisa" style="color: #1155cc;"><span class="J-JK9eJ-PJVNOc">criptomonedas</span></a>.</span><br />
<span style="background-color: white;"><br /></span>
<span style="background-color: white;">Siempre he visto con escepticismo el <a href="http://es.wikipedia.org/wiki/An%C3%A1lisis_t%C3%A9cnico" style="color: #1155cc;">análisis técnico</a>. No todo el análisis técnico, pero sí gran parte de él. Creo que leer gráficas y predecir el <span class="J-JK9eJ-PJVNOc">comportamiento</span> futuro de las acciones no es tan diferente a leer la taza del café o el tabaco.</span><br />
<span style="background-color: white;"><br /></span>
<span style="background-color: white;">Creo en la hipótesis <i><a href="http://en.wikipedia.org/wiki/Random_walk_hypothesis" style="color: #1155cc;"><span class="J-JK9eJ-PJVNOc">random</span> <span class="J-JK9eJ-PJVNOc">walk</span></a>.</i> Y que el <span class="J-JK9eJ-PJVNOc">comportamiento</span> de las acciones en la mayoría de los casos es muy difícil (casi imposible) de predecir solo con análisis técnico. Mucha gente que hace dinero en la bolsa lo hace con información privilegiada.</span><br />
<span style="background-color: white;"><br /></span><span style="background-color: white;">También creo que para algunas personas el análisis técnico funciona y creo que lo he visto funcionar, aunque en teoría no debería. Y hoy creo que entendí un poco más la <span class="J-JK9eJ-PJVNOc"><b>contradicción</b></span>.</span><br />
<span style="background-color: white;"><br /></span>
<span style="background-color: white;">Antes de contar la razón quiero decir que no todos los métodos de análisis técnico pueden meterse en la misma categoría.</span><br />
<span style="background-color: white;"><br /></span>
<span style="background-color: white;">Aunque no estoy seguro de su efectividad, me parece seria la teoría detrás del <a href="http://es.wikipedia.org/wiki/%C3%8Dndice_RSI">indicador <span class="J-JK9eJ-PJVNOc">RSI</span></a> y creo que es útil. Es hasta bonito. Y parece funcionar en la práctica en muchas ocasiones.</span><br />
<span style="background-color: white;"><br /></span>
<span style="background-color: white;">También me parece que el análisis de los volúmenes de las órdenes de compra y venta tiene mucho sentido, pero estas órdenes pueden ser manipuladas por programas rápidos que están físicamente cerca del <i>exchange</i> y pueden actuar más rápido que la mayoría.</span><br />
<span style="background-color: white;"><br /></span><span style="background-color: white;">Hay otros métodos populares que parecen sacados de un libro de esoterismo de <span class="J-JK9eJ-PJVNOc">Hilda</span> <span class="J-JK9eJ-PJVNOc">Strauss</span>, por ejemplo el <a href="http://es.wikipedia.org/wiki/Retrocesos_de_Fibonacci" style="color: #1155cc;">Retroceso de <span class="J-JK9eJ-PJVNOc">Fibonacci</span></a>: Patrones bonitos que se ven en la naturaleza y (<span class="J-JK9eJ-PJVNOc">supuestamente</span>) también en el mercado de acciones.</span><br />
<span style="background-color: white;"><br /></span>
<span style="background-color: white;"><a href="http://www.reddit.com/r/Bitcoin/comments/212h44/why_is_somebody_selling_at_550_serious_question/cg8zoi2" style="color: #1155cc;">Este comentario de <span class="J-JK9eJ-PJVNOc">Reddit</span></a> me puso a pensar.</span><br />
<span style="background-color: white;"><br /></span>
<span style="background-color: white;">Aunque el análisis técnico no sea realmente efectivo, mucha gente cree que lo es y juega con sus reglas. Eso hace que en efecto el análisis técnico termine permitiendo una estrategia mejor que una aleatoria. Como una mentira que de tanto repetirse parece ser verdad.</span><br />
<span style="background-color: white;"><br /></span>
<span style="background-color: white;">Las <span class="J-JK9eJ-PJVNOc">publicaciones</span> usan análisis <span class="J-JK9eJ-PJVNOc">técnico</span> (y algo de <a href="http://es.wikipedia.org/wiki/An%C3%A1lisis_fundamental" style="color: #1155cc;">fundamental</a>) y predicen los máximos y <span class="J-JK9eJ-PJVNOc">mímimos</span> de una acción. Luego los agentes que juegan en el mercado y que confían un poco en estas <span class="J-JK9eJ-PJVNOc">publicaciones</span> (y que usan los mismos métodos para confirmar las predicciones) hacen que lo predicho se vuelva realidad, y así dan más <span class="J-JK9eJ-PJVNOc">credibilidad</span> a las <span class="J-JK9eJ-PJVNOc">publicaciones</span>. Un ciclo de realimentación positiva.</span><br />
<span style="background-color: white;"><br /></span>
<span style="background-color: white;">¿No es rara esta vida?</span><br />
<span style="background-color: white;"><br /></span>
<span style="background-color: white;">Sigo estudiando. Ya veremos como cambian mis puntos de vista. Es lo que pienso hoy.</span><br />
<span style="background-color: white;"><br /></span>
<span style="background-color: white;">Nota: Puse un enlace al API de <a href="http://kraken.com/" style="color: #1155cc;"><span class="J-JK9eJ-PJVNOc">kraken</span>.com</a> pero realmente he usado solo el API de <a href="https://btc-e.com/" style="color: #1155cc;"><span class="J-JK9eJ-PJVNOc">btc</span>-e</a>. La razón es que creo que <span class="J-JK9eJ-PJVNOc">Craken</span> es una empresa más confiable. <span class="J-JK9eJ-PJVNOc">Btc</span>-e es un poco oscuro (porque es anónimo) y aunque funciona muy bien, no me atrevo a recomendarlo a otros. El API de C<span class="J-JK9eJ-PJVNOc">raken</span> es muy bonito, pero desafortunadamente todavía el <i><span class="J-JK9eJ-PJVNOc">exchange</span></i> no tiene mucho volumen.</span>Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-63236009731787562202014-03-21T00:38:00.000-07:002014-03-21T00:38:22.681-07:00A quote I like - About productivityToday I was talking to a friend and I remembered when I was a student and I believed my future was in academia. It didn't happen, but <a href="http://www.cs.virginia.edu/~robins/YouAndYourResearch.html">one of the interesting things that I did read back then</a> is still with me.<br />
<blockquote class="tr_bq">
<span style="background-color: white;">What Bode was saying was this: ``Knowledge and productivity are like compound interest.'' Given two people of approximately the same ability and one person who works ten percent more than the other, the latter will more than twice outproduce the former. The more you know, the more you learn; the more you learn, the more you can do; the more you can do, the more the opportunity - it is very much like compound interest. I don't want to give you a rate, but it is a very high rate. Given two people with exactly the same ability, the one person who manages day in and day out to get in one more hour of thinking will be tremendously more productive over a lifetime. I took Bode's remark to heart; I spent a good deal more of my time for some years trying to work a bit harder and I found, in fact, I could get more work done. I don't like to say it in front of my wife, but I did sort of neglect her sometimes; I needed to study. You have to neglect things if you intend to get what you want done. There's no question about this.</span></blockquote>
Later in life I learned that the implied <i>advice</i> might not be that healthy. Nothing is healthy anyway.<br />
<br />
I take many small decision based on this lesson somebody else learned, and I wanted to share this text, for no special reason.<br />
<br />
This is the Internet. No reason is required.Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-5936495620699460352014-03-12T23:11:00.001-07:002014-03-12T23:11:36.641-07:00Flappy Bird<div style="background-color: white; color: #141823; font-family: Helvetica, Arial, 'lucida grande', tahoma, verdana, arial, sans-serif; font-size: 14.44444465637207px; line-height: 21.46666717529297px; margin-bottom: 6px;">
An important lesson I learned in life, more than 5 years ago, is : Be careful of what you dream, because it might become true. And that's why I find <a href="http://m.rollingstone.com/culture/news/the-flight-of-the-birdman-flappy-bird-creator-dong-nguyen-speaks-out-20140311">this article</a> about Flappy Bird very interesting. I'm glad the guy made money (he is still making it from the games people kept installed).</div>
<div style="background-color: white; color: #141823; font-family: Helvetica, Arial, 'lucida grande', tahoma, verdana, arial, sans-serif; font-size: 14.44444465637207px; line-height: 21.46666717529297px; margin-bottom: 6px;">
<br /></div>
<div style="background-color: white; color: #141823; font-family: Helvetica, Arial, 'lucida grande', tahoma, verdana, arial, sans-serif; font-size: 14.44444465637207px; line-height: 21.46666717529297px; margin-bottom: 6px;">
My favorite part :</div>
<div style="background-color: white; display: inline; margin-top: 6px;">
</div>
<blockquote class="tr_bq" style="color: #141823; font-family: Helvetica, Arial, 'lucida grande', tahoma, verdana, arial, sans-serif; font-size: 14.44444465637207px; line-height: 21.46666717529297px;">
But Nguyen understood the mantra of game design that Nolan Bushnell, creator of Pong and founder of Atari, described as "<b>easy to learn and difficult to master</b>." More recently, indie game makers had taken this to speed-metal extremes with the so-called masocore genre – games that are masochistically hard.</blockquote>
<span style="color: #141823; font-family: Helvetica, Arial, 'lucida grande', tahoma, verdana, arial, sans-serif; font-size: 14.44444465637207px; line-height: 21.46666717529297px;">The article is here : </span><span style="color: #141823; font-family: Helvetica, Arial, lucida grande, tahoma, verdana, arial, sans-serif;"><span style="font-size: 14.44444465637207px; line-height: 21.46666717529297px;"><a href="http://m.rollingstone.com/culture/news/the-flight-of-the-birdman-flappy-bird-creator-dong-nguyen-speaks-out-20140311">The Flight of the Birdman: Flappy Bird Creator Dong Nguyen Speaks Out</a>.</span></span><br />
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Too bad this article has a video that is auto-played, and it sucks. The video is decent, though.<br />
Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-22862432784949904812014-02-27T22:25:00.001-08:002014-02-27T22:25:15.127-08:00BIP70En este momento pagar con Bitcoin no es tan cómodo y la <a href="https://github.com/bitcoin/bips/blob/master/bip-0070.mediawiki">propuesta BIP70</a> implementa mejoras que hacen más fácil pagar con Bitcoin. Funcionará tanto para pagos por Internet como para pagos de un usuario a otro usando NFC o Bluetooth.<br />
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En este video hay una charla que hace una buena introducción a la mejora.<br />
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<iframe allowfullscreen="" frameborder="0" height="315" src="//www.youtube.com/embed/bGj7TBD_Pfo" width="560"></iframe>
Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0tag:blogger.com,1999:blog-4202781940631637547.post-60573209342077762532014-02-27T18:51:00.003-08:002014-02-27T18:51:57.023-08:00Good Lovin'Desde hace años conocía la canción <a href="http://en.wikipedia.org/wiki/Good_Lovin'">Good Lovin'</a>, en versión salsa.<br />
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Esta es la primera versión que fue un éxito (no la primera grabada).<br />
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<br /><iframe allowfullscreen='allowfullscreen' webkitallowfullscreen='webkitallowfullscreen' mozallowfullscreen='mozallowfullscreen' width='320' height='266' src='https://www.youtube.com/embed/Oy625sZAHN8?feature=player_embedded' frameborder='0'></iframe></div>
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Esta la salsa de 1986, la versión que más he escuchado.<br />
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<iframe allowfullscreen='allowfullscreen' webkitallowfullscreen='webkitallowfullscreen' mozallowfullscreen='mozallowfullscreen' width='320' height='266' src='https://www.youtube.com/embed/k7OfVn8OpwI?feature=player_embedded' frameborder='0'></iframe></div>
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Hay una versión de Grateful Dead. Es interesante. Sé que el grupo es importante, pero no estoy familiarizado con él.<br />
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<iframe allowfullscreen='allowfullscreen' webkitallowfullscreen='webkitallowfullscreen' mozallowfullscreen='mozallowfullscreen' width='320' height='266' src='https://www.youtube.com/embed/WB1erm6yMw4?feature=player_embedded' frameborder='0'></iframe></div>
Nelson Castillohttp://www.blogger.com/profile/17000809934151206139noreply@blogger.com0