Category: Business

A wonderful serenity has taken possession of my entire soul, like these sweet mornings of spring which I enjoy with my whole heart. I am alone, and feel the charm of existence in this spot, which was created for the bliss of souls like mine.

A flat vector illustration of two parallel winding paths, one teal and one amber, converging into a single braided line ending in a small rounded badge, representing CopilotKit CLiF combining agent traces with user actions

Your Agent Sees Its Own Mistakes But Not Your Users’ Fixes: What CopilotKit CLiF Captures

Posted on October 28, 2026October 28, 2026 by Clara Milicent

CopilotKit CLiF turns full-stack trajectories into skills, evals and fine-tuning data. How the loop works, what it changes operationally, and its limits.

A flat vector illustration of one large white magnifying glass with six small thin-line magnifying glasses fanning outward and small amber dots scattered where they point, representing Exa Agent Ultra, the subagent swarm for deep research and entity enrichment

Exa’s Agent Ultra Sends A Swarm Of Subagents At Deep Research, And The Benchmarks Say It Works

Posted on October 28, 2026October 28, 2026 by Clara Milicent

Exa Agent Ultra runs a subagent swarm for deep research and entity enrichment, beating frontier agents on benchmarks at lower cost per task. The caveats.

A flat vector illustration of a simple line-drawn briefcase surrounded by small floating geometric tool shapes that gently fade outward, suggesting quiet enterprise AI assistance working in the background of employees work

The Best Enterprise AI Is The AI Employees Barely Notice: A Design Doctrine, Tested

Posted on October 28, 2026October 28, 2026 by Clara Milicent

A Capital One executive argues the best enterprise AI is invisible to employees. The doctrine, the independent evidence behind its premises, and the limits.

A flat vector illustration of five identical grey server towers with one glowing warm amber and the others dark, and a small teal coin floating above the glowing one, representing idle GPU capacity and GPU utilization

Most Companies Say Their GPUs Sit Idle Half The Time, And They Are Buying More Anyway

Posted on October 28, 2026October 28, 2026 by Clara Milicent

Survey data shows 79 percent of companies report GPUs idle half the time yet most plan new AI compute. The capacity mismatch explained with the fix list.

An ink and watercolour illustration of several thin lines converging into a single vessel, with one line passing through a fine mesh gate, representing the routes by which AI agents reach the semantic layer and the routes that bypass it

Your AI Agents Are Not Reading Your Semantic Layer: Where The Business Context Actually Comes From

Posted on October 16, 2026October 16, 2026 by Clara Milicent

Most enterprises build a governed semantic layer while their agents read documents, raw queries or pasted context instead. What that gap costs and how to close it.

A two colour screen print of a small teal rectangle being passed into a large coral box, representing the repository delivery that the Content Offer Pilot pays for

Google’s Content Offer Pilot Now Buys Code: What Developers Should Check Before Agreeing

Posted on October 16, 2026October 16, 2026 by Clara Milicent

Google’s Content Offer Pilot pays for proprietary code and non-public content. What Google confirms, what it leaves open, and what to check before you agree.

A cut paper diorama of four rising platforms with a small figure at the top and a guardrail beside it, showing the four levels of AI agent autonomy that agentic AI governance has to cover

Agentic AI Governance Is The Missing Layer: What Three 2026 Studies Found

Posted on October 15, 2026October 16, 2026 by Clara Milicent

Gartner expects 40 percent of enterprises to demote or decommission autonomous agents by 2027. Deloitte finds only 21 percent have mature agentic AI governance.

An executive resume for a first CEO role, written for the board that will read it

How to Craft an Executive Resume for Your First CEO Role: Five Things Boards Screen For

Posted on October 14, 2026October 14, 2026 by Clara Milicent

A first CEO role is often won or lost before the interview. Here is how to build an executive resume for the board you are pitching, and the five things boards screen for.

BrowserAgent Review: Can an AI Browser Agent Really Do Online Work for You?

Posted on June 28, 2026 by Mark Harrell

BrowserAgent Review: Can an AI Browser Agent Really Do Online Work for You? – Most AI tools are good at giving answers. Some are excellent at writing drafts, summarizing information, creating images, or helping you think through a plan. But after the answer appears on the screen, the real work usually comes back to you.

Still Using a Cash Register in Your Shop Instead Of A POS System? Here Is What You Are Missing Out On

Posted on May 18, 2026May 18, 2026 by Mark Harrell

Still Using a Cash Register in Your Shop Instead Of A POS System? Here Is What You Are Missing Out On