Beyond AI Agents: Building Persistent, Embodied and Evaluatable Artificial Minds on AWS
A foundation model is not a mind. A model invocation is not an individual. A session is not a biography. A first-person response is not evidence of co…
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One agent, many skills: structuring a production AI assistant
We didn't give our AI agent one big brain. We gave it skills. We built a conversational AI inside an enterprise SaaS platform, where users get work do…
Uber Burned Its 2026 AI Budget by April — The Agentic Cost Crisis
Uber's AI team ran out of budget in April. Their fiscal year started in January. That sentence appeared on Hacker News and hit the front page in under…
Explainable Causal Reinforcement Learning for autonomous urban air mobility routing for extreme data sparsity scenarios
Explainable Causal Reinforcement Learning for autonomous urban air mobility routing for extreme data sparsity scenarios I remember the moment vividly—…
Sparse Federated Representation Learning for deep-sea exploration habitat design with inverse simulation verification
Sparse Federated Representation Learning for deep-sea exploration habitat design with inverse simulation verification A Personal Voyage into the Abyss…
LongCat-2.0 & Agentic AI: Reshaping India's Tech by 2026
After building 50+ AI systems, here is what we know about agentic coding models and the burgeoning open-source AI frontier, particularly with the grou…
Privacy-Preserving Active Learning for smart agriculture microgrid orchestration with ethical auditability baked in
Privacy-Preserving Active Learning for smart agriculture microgrid orchestration with ethical auditability baked in It started with a question that ke…
The Multi-Agent Memory Problem: Why Retrieval-Time Inference Breaks Down at Scale
Published by the Alchemyst AI engineering team. We built Alchemyst AI, the context layer described in this post. This is not a neutral third-party rev…
Beyond the Hype: Testing Gemma-4-12B Agentic GGUFs in the Wild
Beyond the Hype: Testing Gemma-4-12B Agentic GGUFs in the Wild There is a lot of noise around 'agentic' models right now. Every new release claims to …
Agentic AI Workflows 2026: Orchestrating Creativity for Indian...
After building 50+ AI systems, here is what we know about Agentic AI Workflows. Agentic AI Workflows represent a paradigm shift in how artificial inte…
# Agentic AI: Architecture of Autonomous Systems
"A language model that answers questions is a tool. A language model that decides which questions to ask and then acts on the answers is something els…
Explainable Causal Reinforcement Learning for planetary geology survey missions with embodied agent feedback loops
Explainable Causal Reinforcement Learning for planetary geology survey missions with embodied agent feedback loops Introduction: A Personal Journey in…
Google Wants AI to Run the Scientific Method
Google launched Gemini for Science yesterday at I/O 2026, and it is the most interesting thing to come out of the keynote. Not the smart glasses, not …
The Autonomous Enterprise: AI Agents in 2027
The year is 2027. AI agents are no longer experimental prototypes running in isolated sandboxes. They are enterprise identities with database credenti…
Your AI agent is the new attack vector. It just wants to help.
The moment you gave your AI agent access to email, files, and SaaS tools, you also handed attackers a new way in. Not through your firewall. Through y…
Cross-Modal Knowledge Distillation for wildfire evacuation logistics networks under real-time policy constraints
Cross-Modal Knowledge Distillation for wildfire evacuation logistics networks under real-time policy constraints Introduction: A Personal Learning Jou…
Your Prompts are Legacy Code Now: The Google Cloud Next '26 Developer Breakdown
The era of "chatting with an LLM" is officially legacy. I've attended the Google Cloud Next ‘26 Developer Keynote , and saw the pivot point. We aren’t…