🦞 Agents Outnumber Employees

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The future runs on agents. Enterprises follow. Decisions scale.
Agents Outnumber Employees

TL;DR: Box CEO Aaron Levie told the cloud content company's Q1 earnings call that enterprises are heading toward "hundreds of times more agents than people," and agents will become "the largest user of software and data" inside companies. Box reported revenue up 11% to $305.9 million and net retention at 105%, driven by Enterprise Advanced. Box is positioning itself as the secure content layer for the agentic enterprise. Read more →
Gulf Retail Hands Over Decisions

TL;DR: Retailers and manufacturers across the UAE are deploying AI agents for pricing, inventory, merchandising and B2B quotations, including analysing price elasticity across thousands of SKUs and cutting quotation prep from days to minutes. Industry voices warn that agents' value also depends on governance, orchestration, security, decision provenance, and controls against shadow AI. Read more →
The GPU Story Gets Bigger

TL;DR: Marvell Technology, a semiconductor company specializing in networking and custom silicon, CEO Matt Murphy argued on the quarterly earnings call that agentic AI systems interacting across large clusters will drive demand beyond GPUs into networking, optical interconnects and memory. Murphy said reasoning models and mixture-of-experts architectures already generate significantly more cluster traffic. Marvell raised multiple long-term growth targets citing stronger-than-expected AI infrastructure demand. Read more →
Base Bridges AI and DeFi

TL;DR: Coinbase’s Base launched Base MCP, letting users connect Base Accounts to AI agents like OpenClaw for onchain actions through natural language. Agents can track balances, send tokens, swap assets, and use DeFi protocols, while transactions still require user approval through Base Account, keeping private keys out of the MCP server. Read more →
Bank AI Needs Guardrails

TL;DR: PYMNTS says banks are moving from basic automation to agentic AI that can handle documents, fraud reviews, onboarding, and workflows with less human input. But the real challenge is governance: deciding what agents may do, when humans must approve, and who is accountable when software makes mistakes. Read more →
Enterprise AI Implementation Gap

TL;DR: Box CEO Aaron Levie says CIOs across industries keep running into the same problem: scaling AI agents into mission-critical workflows is far harder than adding chat. Enterprises must handle data, access, observability, approvals, workflow redesign, model upgrades, and cost control, creating demand for FDE-like roles, AI architects, and implementation partners Read more →
AI Layoff Script

TL;DR: Late Checkout CEO Greg Isenberg says 2026 CEO layoff letters are starting to sound like the same AI-era script: painful cuts, “AI-native” roles, customer duty, and competition. Replies mock the copy-paste language, arguing AI is both a real restructuring force and a convenient excuse for layoffs. Read more →
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