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El peligro laboral por la IA está más cerca de lo que pensábamos

491

Anteriormente posteamos un artículo sobre la posibilidad de un futuro lleno de robots y con poco empleo. El artículo está basado en un libro del 2015: “Rise of the Robots”. Bueno, pues en 5 años los pronósticos de este libro comienzan a tomar más forma y aquí te voy a contar por qué.

Hace un par de meses hubo un lanzamiento de una nueva Inteligencia Artificial de la cual la comunidad geek estamos muy al tanto, pero la realidad es que debería ser de mucha relevancia para todos. Esta nueva IA la llamaron “GPT-3”, porque ya hubo un 1 y un 2 previos pero no fueron tan salvajes como ésta. Fue desarrollada por una compañía que se llama Open AI y las capacidades de esta IA impresionan a cualquiera. En el corto plazo será capaz de sustituir muchos empleos que creíamos seguros.

Para no hacer el cuento largo, es un sistema que se enfoca en estudiar y aprender lenguaje natural. El lenguaje natural es uno de los elementos más importantes que separa a los humanos de las máquinas, de esto hablaremos un poquito adelante. GPT-3 está cerrando esta brecha. Y en pocas palabras es una cosa que tú le pones qué quieres que haga y la IA lo llevará a cabo de forma instantánea, haciendo un análisis extenso de toda la información generada y expuesta por el ser humano en Internet.

Esta IA puede hacer cosas como:

  • Escribir artículos complejos a partir de un par de renglones
  • Programar código de aplicaciones
  • Crear páginas web
  • Escribir historias de ficción y canciones
  • Traducción de idiomas de forma avanzada
  • Diagnosticar síntomas y responder preguntas médicas complejas
  • Entre otras…

Y para pasar de las palabras a la acción, checa este video en donde le ponen cosas como:

  • Haz un botón en forma de sandía
  • Una lista de los países más ricos y su PIB
  • El emoji más feo de la historia
  • Un botón del color del pelo de Donald Trump

Este es un ejemplo sencillo de cosas que los desarrolladores hacen. Una de las profesiones menos amenazadas por la tecnología ahora ya no es tan segura.

Pero pasando a un ejemplo más general lo podemos ver con la generación de textos e información. A GPT-3 le puedes escribir solamente el título de algo que quieras escribir, y la IA se hará cargo de redactar un artículo bien hecho sólo con eso. Checa este artículo. El autor sólo le puso “GPT-3 de Open AI puede ser el avance más importante después de Bitcoin” y listo, un artículo informativo en automático que sustenta el título.

El texto bien parece estar redactado por un humano. Siento que eventualmente podré pensar sólo en títulos y postearles artículos interesantes hechos con GPT-3 aquí broma.

¿Cómo funciona?

No es nada sencillo explicar cómo funcionan estos sistemas, en este artículo ya medio expliqué a grandes rasgos cómo la IA procesa los datos.

Seguramente habrás usado el traductor de Google y has encontrado que las palabras están bien traducidas, pero el lenguaje o la forma de emplear ciertas palabras no es la correcta. Es a esto con lo que me refería con lenguaje natural. Las máquinas simplemente no son capaces de crearlo de forma correcta por falta de contexto. Es fácil de identificar cuando una traducción la hizo un humano vs una traducción de Google.

La forma en la que funciona GPT-3 parte un poco de cómo funciona el teclado de tu celular, por ejemplo. ¿Has visto los memes que dicen “escribe ‘X frase’ y deja que tu celular lo complete”? Bueno, el teclado toma estadísticas de cuál es la palabra que más escribes después de poner una determinada palabra, así intenta predecir la siguiente palabra y ahorrarte trabajo.

Por ejemplo, en mi caso cuando escribo la palabra “ahora” las palabras que más probabilidades tienen de que ponga después son: “que”, “sí” y “si” (sin acento).

En el caso de nuestros teclados, las estadísticas las sacan únicamente de lo que nosotros hemos escrito con anterioridad. En el caso de GPT-3, saca los datos de prácticamente todos los datos públicos en Internet: posts de facebook, tuits, artículos, noticias, comentarios, de todo…

Obviamente nuestros teclados se limita únicamente al análisis de la palabra previa, GPT-3 procesa muchísimos más datos.

El punto débil

Bueno, hasta ahora todo parecería que todo es catastrófico y la cantidad de empleos que se perderían serían millones. Sin embargo, esta IA tiene un punto muy débil que aún separa un poco esta posibilidad en el corto plazo.

GPT-3 no es “supervisada” por llamarlo de alguna forma. Tú le das una instrucción y la cosa se va a dar vueltas en todo Internet a ver qué encuentra. Lo que representa un evidente problema con sesgos de información hecha por nosotros mismos.

La gente que ha probado GPT-3 se ha dado cuenta de que una de sus grandes imperfecciones es que refleja el racismo y discriminación expuesta en Internet. Al final, como sólo se limita a análisis de datos, pareciera que algo se podría volver verdad sólo porque muchas personas lo dicen. Por ejemplo, cuando metieron palabras “negro”o “judío”, la IA redactó cosas no muy agradables:

Esto sin contar el evidente problema que podría representar en la generación de noticias falsas. Por eso hoy en día el lanzamiento está en Beta, y pocas personas tienen acceso a utilizarla. Si ya se hubiera abierto a todo el público ya estaríamos en un horrible Internet en cuestión de pocos días.


Si bien es cierto GPT-3 hoy en día no podría sustituir trabajos con el evidente riesgo que planteamos en el último punto. Sin embargo, es una probadita de que la tecnología va avanzando más rápido de lo que nos gustaría, y un escenario futurístico sin empleo y lleno de robots no suena tan lejano. No me quiero imaginar el GPT-4.

Se vienen tiempos violentos, ya lo había comentado antes, pero estamos entrando en etapas en donde los futuros de cualquier profesional pueden estar en riesgo. Por eso es importante nunca dejar de aprender y saber “dejar ir” en caso de que nuestra profesión no tenga futuro y tengamos que hacer cosas diferentes.

 

E.22 Todos somos científicos | con Rodrigo Moreno

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