- Understanding Attention Mechanisms in Deep Learningby Ricardo LezamaImagine you’re cutting through all the noise in war time released articles, like the Times of Israel and NY Times, two culturally adjacent news outlets that attempt to read the world in a manner serviceable to power. As you read each new sentence, you don’t treat every word equally. When you encounter “The rockets fired… Read more: Understanding Attention Mechanisms in Deep Learning
- Voice Assistants Methods Can Guide LLM Deployment: Redefining Successby Ricardo LezamaLLM’s ubiquitous use has changed the game on all surface spaces that involve computing. I speak in the most general sense to underscore how broad the scope of its current and future impact will be. Even partial fulfillment of the various Gen AI promises gives a clear signal for all information technology practitioners to tighten up their expertise… Read more: Voice Assistants Methods Can Guide LLM Deployment: Redefining Success
- Explaining Seq2Seq Encoding-Decoding Processesby Ricardo LezamaThe Sequence-to-Sequence (Seq2Seq) model is a deep learning architecture widely used in tasks like machine translation, text summarization, and chatbot responses. Fundamentally, the model consists of two core components: Encoder: Processes the input sequence into a fixed-size context representation (also called a thought vector or context vector). Decoder: Uses the encoded representation to generate an… Read more: Explaining Seq2Seq Encoding-Decoding Processes
- Character.AI Launching Separate Platform For Under 18 Crowd After Tragic Incident & Lawsuitby Ricardo LezamaCharacter.AI is launching a new platform that will be optimized for under-18 users. This is in response to a lawsuit that alleges (credibly, I may add) that the platform failed abysmally to detect the impact they were having on an underage user. I actually created a video detailing how the Google linked company failed and… Read more: Character.AI Launching Separate Platform For Under 18 Crowd After Tragic Incident & Lawsuit
- ¿Qué es la ingeniería de apuntes (‘prompt engineering’) – el desarrollo de instrucciones – para modelos colosales?by Ricardo Lezama¿Qué es la Ingeniería de Instrucciones? Para empezar, es una forma de definir – sin programación en algún lenguaje de programación – las respuestas de un LLM. En el caso de Open AI, dentro de la consola de ‘System’, un operador puede colocar hasta mas de 4000 mil palabras o tokens que afinan las respuestas… Read more: ¿Qué es la ingeniería de apuntes (‘prompt engineering’) – el desarrollo de instrucciones – para modelos colosales?