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Why I Built Allos to Decouple AI Agents From LLM Vendors
Allos is a Python SDK for building AI agents that can switch between OpenAI, Anthropic, and more with a single command. Allos is b...
Rule Engine + LLM Hybrid Architectures for Safer Code Generation
AI-generated code is fast but notoriously unreliable, prone to hallucinations and security risks. This article proposes a hybrid a...
The Most Ruthless System Architect You’ll Ever Hire is an LLM
Most engineers use AI to write code faster. Smart engineers use AI to stress-test their architecture before a single line of code...
Google & Yale Turned Biology Into a Language Here's Why That's a Game-Changer fo...
A new paper on a 27-billion parameter cell model isn't just about biology. It's data engineering and a blueprint for the future of...
Google Gemini File Search - The End of Homebrew RAG?
Will Google's Gemini File Search kill homebrew RAG solutions? We test drive to compare function, performance and costs. Plus sampl...
Gigapixel Pathology: MIVPG Outperforms Baselines in Medical Captioning
MIVPG significantly outperforms baselines by using instance correlation and shows strong domain adaptation over epochs.
When Context Becomes a Drug: The Engineering Highs and Hangovers of Long-Term LL...
Longer memory doesn’t make AI smarter; it makes it sluggish and confused. Real progress lies in engineered amnesia: compressing me...
Your AI Co-Pilot Needs a Human Boss: Building a Real Human-in-the-Loop Workflow...
The real power comes when you architect a system where the human is the final, strategic checkpoint. The human is not just a user;...
How to Build Your First MCP Server using FastMCP
Model Context Protocol, or MCP, is changing how large language models connect with data and tools. MCP is like the USB-C port for...
What the Big Three Consultancies are Missing About AI (And the Code That Proves...
A powerful consensus is forming among the world's top strategy advisors. Deloitte, BCG, and McKinsey are forming a consensus on th...
Multi-Task vs. Single-Task ICR: Quantifying the High Sensitivity to Distractor F...
The results highlight ICR's vulnerability to interference and motivate the need for more robust, distraction-mitigating approaches...
Evaluating Systematic Generalization: The Use of ProofWriter and CLUTRR-SG in LL...
This article provides a detailed description of two multi-hop logical reasoning datasets: ProofWriter and CLUTRR-SG.
