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Don’t start with these databases as a beginner
2+ hour, 53+ min ago (275+ words) This year, we'll keep the momentum goin', so let's jump right into it! I see many beginners jump straight into databases that add unnecessary complexity to their projects. It usually starts well, then turns into frustration when shipping to production....
As we continue to push the boundaries of AI advancements, I
2+ hour, 58+ min ago (266+ words) As we continue to push the boundaries of AI advancements, I pose a question that challenges us to think beyond the conventional realm of bias: Can we create an AI system that not only detects bias but also adapts to…...
**Technical Challenge: Transformer-based Temporal Reasoning
8+ hour, 9+ min ago (740+ words) Technical Challenge: Transformer-based Temporal Reasoning with Memory-Augmented Graph Attention In this challenge, we will tackle a novel problem in temporal reasoning using graph attention mechanisms, specifically designed for memory-augmented graph neural networks. Your task is to implement a Transformer-based model…...
Beyond Cheap Code: Why Human Judgment, Ethics, and Architecture Are AI's New Bottlenecks new
10+ hour, 33+ min ago (552+ words) Yet, this explosion in productivity has not ushered in a utopian "Golden Age" of easy software business. Instead, it has revealed a stark truth: When code becomes cheap, judgment becomes priceless. For decades, the software industry was built on the…...
How to Build a Voice AI Agent for HVAC Customer Support: My Experience
2+ day, 3+ min ago (1408+ words) Most HVAC support teams waste 40% of labor on repetitive calls (scheduling, filter status, warranty checks). Build a voice AI agent using VAPI + Twilio to handle inbound calls 24/7. Route complex issues to humans via function calling. Result: 60% call deflection, $12K/month savings…...
How to Transcribe and Detect Intent Using Deepgram for STT: A Developer's Journey
2+ day, 7+ hour ago (1084+ words) API Keys & Credentials You need a Deepgram API key. Generate one at console.deepgram.com. Store it in .env as DEEPGRAM_API_KEY. This authenticates all streaming transcription requests. Runtime & SDK Requirements Node.js 16+ (or Python 3.8+). Install the Deepgram SDK: npm install @deepgram…...
Building Voice Trainer: a tiny, local‑first pitch analysis tool for gender‑affirming voice practice
2+ day, 9+ hour ago (232+ words) The newest addition is Voice Trainer, a small desktop app for recording short clips, estimating pitch, and saving voice practice notes " all stored locally, no accounts or cloud services. the voice trainer is located here in the HRT Journey Tracker…...
2D Spatial Recognition with Local LLM: Comparing Prompt Strategies
2+ day, 12+ hour ago (603+ words) My GPU was occupied by LLM experiments throughout the 2025-2026 winter break, but it's finally free now! I investigated the 2D spatial recognition ability of a local LLM (gpt-oss:20b) using mazes as the subject. Result: The prompt I initially thought of turned…...
Small Language Models Are Eating the World (And Why That's Great)
3+ day, 3+ hour ago (464+ words) For years, the AI industry has been locked in an arms race: bigger models, more parameters, higher costs. GPT-4 with its rumored trillion parameters. Claude with massive context windows. Models so large they require clusters of GPUs just to run…...
Gemini vs GPT-4V: A Preliminary Comparison and Combination of Vision-Language Models
3+ day, 7+ hour ago (270+ words) title: [Paper Review] Gemini vs GPT-4V: A Preliminary Comparison and Combination of Vision-Language Models Through Qualitative Cases published: false date: 2023-12-27 00:00:00 UTC tags: canonical_url: http://www.evanlin.com/paper-gpt4v-vs-gemini-pro/ --- ### Paper Title: Gemini vs GPT-4V: A Preliminary Comparison and Combination of Vision-Language Models Through Qualitative Cases ![image…...
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