Update 2025-11-25-gofai.md

Author: JarbasAl

_posts/2025-11-25-gofai.md

@@ -1,13 +1,13 @@
 ---
 title: "Good Old-Fashioned AI: The Secret Ingredient in a Modern Voice Assistant"
 excerpt: "In an era dominated by probabilistic giants like Large Language Models (LLMs), it might seem counterintuitive to advocate for a more traditional approach to Artificial Intelligence."
-coverImage: "/assets/blog/gofai/thumb.png"
+coverImage: "/assets/blog/gofai/thumb.jpg"
 date: "2025-11-25T00:00:00.000Z"
 author:
   name: JarbasAl
   picture: "https://avatars.githubusercontent.com/u/33701864"
 ogImage:
-  url: "/assets/blog/gofai/thumb.png"
+  url: "/assets/blog/gofai/thumb.jpg"
 ---
 
 # Good Old-Fashioned AI: The Secret Ingredient in a Modern Voice Assistant
@@ -44,7 +44,7 @@ Within OVOS, these parsers aren’t used for broad Named Entity Recognition (NER
 
 ---
 
-### Numerical Mastery — `ovos-number-parser`
+### Numerical Mastery — ovos-number-parser
 
 Parsing numbers is deceptively complex. Humans use digits, words (“twenty”), ordinals (“first”), and fractions (“half”), often mixing them fluidly.
 [`ovos-number-parser`](https://github.com/OpenVoiceOS/ovos-number-parser) handles these with meticulous, multilingual rule sets to produce exact numeric values.
@@ -53,14 +53,14 @@ This matters more than it seems: even “one billion” means different things a
 
 ---
 
-### Temporal Precision — `ovos-date-parser`
+### Temporal Precision — ovos-date-parser
 
 Time is contextual: “tomorrow at noon” means nothing without a reference point.
 [`ovos-date-parser`](https://github.com/OpenVoiceOS/ovos-date-parser) converts these human phrases into exact `datetime` objects, handling relative expressions like “three days ago” or “next Friday” with surgical precision.
 
 ---
 
-### Identifying the Spectrum — `ovos-color-parser`
+### Identifying the Spectrum — ovos-color-parser
 
 For tasks like setting smart light colors or adjusting UI themes, [`ovos-color-parser`](https://github.com/OpenVoiceOS/ovos-color-parser) maps natural language directly to color values.
 It recognizes everything from “dark goldenrod” to RGB notation using explicit syntax rules and lookup tables.
@@ -69,7 +69,7 @@ This is a textbook GOFAI application: a deterministic, low-latency parser that a
 
 ---
 
-### The Language Linchpin — `ovos-lang-parser`
+### The Language Linchpin — ovos-lang-parser
 
 The [`ovos-lang-parser`](https://github.com/OpenVoiceOS/ovos-lang-parser) extracts language references from user commands, for instance, turning
 “How do I say ‘hello’ in French?” → `"French" → "fr"` (BCP-47 code).