Plasticity

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Managing Business Expectations

Managing Business Expectations

Example with Computer Vision Models

Seeing to Generalize: How Visual Data Helps LLM Reasoning

Seeing to Generalize: How Visual Data Helps LLM Reasoning

Text-only LLMs cheat by memorizing token positions until long contexts break them. Visual training forces permanent symbolic binding, making VLMs fundamentally better at pure text retrieval.

The End of Apps: Why AI Agents Will Replace Software Interfaces

The End of Apps: Why AI Agents Will Replace Software Interfaces

AI is pushing software away from interface-first navigation and toward outcome-driven execution. The shift is not just about chatting with machines. It is about delegating work to systems that can reason, coordinate, and act.

No API? No Problem: A Framework for Extracting Data from Any Website.

No API? No Problem: A Framework for Extracting Data from Any Website.

Most tutorials show you how to scrape public pages. This one covers the hard kind — login portals, bot detection, cross-origin iframes, and modal nightmares — with a Playwright framework that actually runs in production.

Building Data Governance from Zero: A Practical Journey in Large Organizations

Building Data Governance from Zero: A Practical Journey in Large Organizations

Centralized processes, federated ownership, scalable solutions

Trustworthy Machine Learning: How Model Monitoring Drives Profitability

Trustworthy Machine Learning: How Model Monitoring Drives Profitability

ML systems rarely fail dramatically; they drift silently. Monitoring reveals shifts early, protecting revenue and enabling trustworthy, profitable, adaptive models.

Leveraging Computer Vision for Operations Monitoring

Leveraging Computer Vision for Operations Monitoring

Packages, cameras, and YOLO: real-time vision that spots when handling goes off track.

Optimize Your Operations: The Power of Mathematical Scheduling

Optimize Your Operations: The Power of Mathematical Scheduling

Smart allocation, fewer bottlenecks, better flow

Stop Guessing: Design Experiments That Learn (Not Just Validate)

Stop Guessing: Design Experiments That Learn (Not Just Validate)

Why a culture of structured curiosity beats intuition

Real-Time Expense Tracking Without Open Banking: Solving Personal Finance in Chile

Real-Time Expense Tracking Without Open Banking: Solving Personal Finance in Chile

Chile’s banks won’t give you a transaction feed, so this project turns to the one source you already control: your inbox. A serverless LLM parses alert emails into a live, searchable expense log.

The New Era of AI-Driven Musical Composition

The New Era of AI-Driven Musical Composition

From a live AI-composed cello performance to today’s text-to-audio masterpieces—this is how generative music grew up.

Serverless Lambda Function with Rust, Docker, and Terraform

Serverless Lambda Function with Rust, Docker, and Terraform

A quick and practical walkthrough that shows how to combine performance, scalability, and ease of deployment in a serverless setup.

Team Topologies Club: Our Takeaways

Team Topologies Club: Our Takeaways

At NeuralWorks, we explored the book Team Topologies. Turns out, team structure plays a bigger role in software architecture than we thought.

Lambda Layers with AWS CDK in Python

Lambda Layers with AWS CDK in Python

Optimize your serverless apps—cut redundancy, deploy faster, and keep your code clean.

Designing the New Visual Identity of NeuralWorks

Designing the New Visual Identity of NeuralWorks

How do you transform a startup’s energy into a polished, tech-forward visual identity? Explore our journey through the new brand of NeuralWorks.

Exploring Data Science in Graphs and Graph Neural Networks (GNNs)

Exploring Data Science in Graphs and Graph Neural Networks (GNNs)

Graphs reveal hidden patterns in data —transforming connections into insights. A shift in perspective leads to better questions and unexpected discoveries.

New Data Protection Law in Chile and Data Compliance

New Data Protection Law in Chile and Data Compliance

GDPR-style data rules are coming to Chile—what does this mean for companies?

Challenges of AI-Driven Code Generation

Challenges of AI-Driven Code Generation

The reality behind the hype: Why AI code generation still needs human oversight

DeepSeek: What We Know About the AI That Shook Tech Giants in January

DeepSeek: What We Know About the AI That Shook Tech Giants in January

2025 kicked off with an earthquake in the tech industry. It wasn’t a new iPhone or an OpenAI announcement—it was DeepSeek-R1, an open-source artificial intelligence model that became the center of attention in just a few days. Shares of industry giants like Nvidia, Microsoft, and Google plummeted when