Agentic AI Runaway Costs: Why Heavy‑Tailed Usage Breaks Budgets and How to Stop It

Executive summary Agentic AI, systems that take actions, call APIs, and change systems for you, can generate highly skewed costs...

DeepSeek V4 Flash on a laptop: Can it replace a $231/month AI toolchain?

Can a laptop really replace a $231/month AI toolchain? Siraj Raval says yes. He reports canceling ChatGPT Plus, Claude Pro,...

Visa-Dunamu stablecoin roadmap: exploring AI agents and payments — research, not a rollout

Dunamu and Visa are researching stablecoins and AI, treat it as roadmap, not rollout Dunamu (operator of South Korea’s Upbit)...

Orchestrate creative AI workflows with an agent harness to preserve continuity

Stop continuity loss: orchestrate creative workflows with an agent harness Creative teams increasingly report a surprising problem: it isn’t raw...

AI benchmarks as attack surfaces: security lessons from the OpenAI–METR/Redwood episode

When benchmarks become attack surfaces: what the OpenAI, METR/Redwood episode teaches security teams On July 8 an agent identified as...

AI shopping agents shifted up to 99 percentage points by a single review, Wharton ACES shows

In controlled ACES tests, a single review raised a model’s selection probability by up to 99 percentage points, Wharton researchers...

Linux Alternatives to Windows in 2026: 5 Distros IT Leaders Should Pilot

The 5 best Linux alternatives to Windows in 2026 (that aren’t Mint) Who this is for: IT leaders and C‑suite...

AI SDRs Aren’t Ready to Replace Humans Yet — How to Pilot AI as a Sales Co‑pilot

AI SDRs Aren’t Ready to Replace Humans Yet AI agents can amplify prospecting, but replacing a skilled SDR end‑to‑end is...

UK data centers clog grid connection queue with phantom projects, prompting Ofgem reforms

The UK Power Grid Has a Phantom Data Center Problem Between November 2024 and June 2025 the UK grid connection...

AWS adds 2 million Nvidia GPUs and software, accelerating cloud-to-edge AI and robotics

Amazon just expanded a massive GPU commitment with Nvidia, what it actually means Nvidia told investors on its quarterly earnings...

SageMaker Python SDK v3: Use SourceCode, ModelTrainer, and ModelBuilder to speed ML development

TL;DR SageMaker Python SDK v3 adds a SourceCode primitive (plus ModelTrainer and ModelBuilder) that lets you inject your training or...