Thinking of ACE? We Can Do It with Fewer Tokens
ALTK-Evolve and ACE both let an agent learn from its own trajectories. The difference is what they do with what they learn — and that decides the token bill. Give…
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Empowering IP Teams with Analytics: the JD Consulting & Xero Story
Launching a boutique intellectual property firm takes a lot more than just legal expertise. For John Dean, founder of Bristol-based JD Consulting, the early days of his practice in 2015…
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How to Install Claude Code: Step-by-Step Guide
You have probably heard by now. Claude Code burns through usage limits! But most of us live in the web app… distant from the terminal app, around which the buzz…
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Small Language Models with Hugging Face transformers Library + smolLM3
# Small But Powerful Running a 70B model in production can be expensive, slow, and, for many tasks, unnecessary. If you’re building a focused pipeline like a document classifier or…
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Firebird Launches CIS Region’s Largest AI Factory in Armenia
The global buildout of AI infrastructure reached a new milestone today — Firebird, an emerging AI cloud, launched the CIS region’s largest AI factory in Armenia, establishing a new AI…
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Identifying Token Costs Hiding in Your Agentic Loop
In this article, you will learn how token costs silently compound in agentic AI loops, and what architectural patterns you can use to control them before they escalate. Topics we…
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I Built an AI Data Agent Which Can Query Data and Answer Business Questions. Here’s How.
In my last article, Many Companies Use AI. Few Know How to Build an AI-Native Enterprise Data Platform, I discussed how to integrate AI into the enterprise data platforms. I…
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Microsoft’s SkillOpt Shows Optimized Agent Skill Artifacts Transfer Across Model Scales and Between Codex and Claude Code Harnesses
SkillOpt is a text-space optimizer developed by a team of researchers from Microsoft, Shanghai Jiao Tong University, Tongji University, and Fudan University. SkillOpt trains a single natural-language skill document while…
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Managing Employer Brand and Quality of Hire in the Age of Social Media and AI
In partnership with Fama. Hiring has never been just about skills. The best organizations have always looked beyond résumés to answer bigger questions: Will this person collaborate well? Will they…
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Deploy local agents everywhere with LFM2.5-2.6B
LFM2.5-2.6B is built to power capable agents entirely on-device. It supports tool calling and multi-step workflows while staying small and fast enough for everyday hardware, from laptops to phones. This…
