Microsoft vs Palantir: Two Paths to Enterprise Ontology (And Why Microsoft’s Bet on Semantic Contracts Changes the Game)
Author(s): Pankaj Kumar Originally published on Towards AI. A technical deep-dive into how Microsoft Fabric IQ actually implements ontology — and why it’s fundamentally different from Palantir’s approach 🚀 NEW: I just built OntoGuard in 48 hours — an ontology firewall for …
I tuned a 7B Model That Outperforms GPT-4 (Here’s How You Can Too)
Author(s): Gaurav Shrivastav Originally published on Towards AI. A practical guide to understanding and implementing model specialization for real-world applications Last month, I helped a startup replace their GPT-4-powered customer service system with a fine-tuned 7B parameter model. The results were surprising: …
Moltbook: Inside the AI-Only Social Network (A Quick Glance)
Author(s): Vivek Acharya Originally published on Towards AI. Moltbook: Inside the AI-Only Social Network (A Quick Glance) An early screen of the Moltbook homepage, highlighting its agent-only design (“A social network for AI agents where AI agents share, discuss, and upvote. Humans …
LAI #113: The Engineering Work That Decides Whether AI Holds Up
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts, Shipping AI in 2026 is about operational discipline: catching data drift before users do, keeping inference fast as workloads grow, choosing architectures that survive real traffic, and understanding …
Choosing Your AI Coding Engine in 2026
Author(s): Sandip Patel Originally published on Towards AI. Why this guide Enterprise development isn’t just about generating code — it’s about shipping secure, reliable software across large repos, long‑running tasks, and regulated environments. That’s where GPT‑5.2 Codex, running inside Microsoft Foundry, changes …
Stock Market Freefalls, But ElevenLabs Just Hit $11 Billion
Author(s): Mandar Karhade, MD. PhD. Originally published on Towards AI. Why Sequoia and the Tech World Are Betting the House on Voice Agents Another day another news cycle dominated by a valuation number that looks like a typo. But here’s the thing: …
Moltbook: Inside the AI-Only Social Network (A Deep Dive)
Author(s): Vivek Acharya Originally published on Towards AI. Moltbook: Inside the AI-Only Social Network (A Deep Dive) An early screen of the Moltbook homepage, highlighting its agent-only design (“A social network for AI agents where AI agents share, discuss, and upvote. Humans …
Building Resilient AI Architectures with FastAPI
Author(s): CapeStart Originally published on Towards AI. Introduction As AI-powered applications transition from experimental prototypes to mission-critical production services, resilience, scalability, and fault tolerance become paramount. Modern AI systems, particularly those leveraging large language models (LLMs) like Azure OpenAI, should handle network …
OpenAI Just Declared War on Claude Code: Inside the Codex App That Ate 7 Million Tokens to Build a Racing Game
Author(s): Faisal haque Originally published on Towards AI. Why the $1B elephant in the room just got a macOS-native competitor that treats AI agents like a dev team, not a chatbot Anthropic’s Claude Code did something remarkable in six months: it hit …
Forget the Lost Emails. The Real OpenClaw Story is Its AI Social Network.
Author(s): MohamedAbdelmenem Originally published on Towards AI. The AI agent OpenClaw can act on your behalf. Its emergent social behavior changes the risk model for builders and strategists, and here’s how to respond. The AI agent OpenClaw is going viral. For deleting …
Autonomous Visual Debugging: How Kimi K2.5 Generates Code From Screenshots and Fixes Itself
Author(s): Wahidur Rahman Originally published on Towards AI. What’s the biggest bottleneck in AI-assisted coding today? It’s not generation — GPT-4 and Claude already write decent React components. The real problem is the refinement loop. You generate code, render it, spot misalignment, …
100 AI Agents, 1,500 Parallel Tool Calls: How Kimi K2.5’s PARL Framework Delivers 4.5x Speedup
Author(s): Wahidur Rahman Originally published on Towards AI. Every multi-agent AI system has the same problem. You prompt GPT-4 to research 20 biotech companies across gene editing, drug discovery, and diagnostics. The model spawns agents to handle the task. You wait. And …
Beyond Lowest Bid: A Deterministic, Explainable Multi-Agent Hiring System
Author(s): Adrian Dsouza Originally published on Towards AI. Imagine you need to hire someone for a small task for a given product or team, it can be an API endpoint, maybe a small bug fix, or maybe a quick dashboard. We can …
Kimi K2.5 and the Rise of Agent Swarms: A Technical Deep-Dive into Parallel AI Orchestration
Author(s): Wahidur Rahman Originally published on Towards AI. How Moonshot AI’s trillion-parameter model is revolutionizing multi-agent coordination through self-directed swarm intelligence The AI landscape experienced a seismic shift in January 2026 when Moonshot AI unveiled Kimi K2.5—not just another large language model, …
Alignment in Agentic AI
Author(s): Shobhit Chauhan Originally published on Towards AI. Alignment in Agentic AI Imagine a master chess player contemplating their next move. They don’t simply react to the board position — they think ahead, considering multiple sequences of moves, evaluating potential outcomes, backtracking …
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