The Delulu Blog

AI & Automation

Where AI actually replaces work — and where it still needs a human watching. Real thresholds, named tools, honest limits.

A schematic diagram showing layers of analysis beneath a news headline: the claim, the assumptions it requires, the evidence supporting it, the evidence against it, the incentives involved, and the historical parallel—representing how an AI context layer excavates what a simple headline leaves hidden

August 24, 2026

AI Shouldn't Decide What's True—It Should Show You What You're Missing

The future of AI-assisted information isn't fact-checking. It's excavating assumptions, surfacing counterarguments, and making persistent memory of past predictions accountable.

Read the post A laptop and smartphone connected by a thin glowing line to a distant server silhouette, with most of the light concentrated at the devices rather than the server, representing local-first AI with cloud as an escalation layer

August 22, 2026

The Future of AI Is Your Computer

AI may stop being a place you visit and become a layer your computer just has — local by default, cloud as escalation. What's real today and what's still a bet.

Read the post Two matching gauge dials on a matte-black panel, one marked with a cloud icon and one with a chip icon, their needles nearly but not fully aligned, representing how close local AI has come to frontier AI capability

August 21, 2026

When Will Local AI Match Frontier Models?

An honest August 2026 benchmark check, plus real coding experience, on how close local and open AI models actually are to frontier models like Claude and GPT.

Read the post A matte-black server rack tapering left to right into a single glowing chip, representing AI infrastructure shrinking from data-center scale toward on-device scale

August 20, 2026

AI's Data Center Problem Might Be Temporary

AI's data center energy and water use are real. But we may be measuring its environmental future using the infrastructure requirements of its infancy.

Read the post One continuous matte-black milled instrument rail rising left to right with six machined positions, from a small question-mark chip at the low end to a small glowing building at the high end — representing the six levels between AI answering a question and AI running a company

August 5, 2026

The Six Levels of AI Business Automation

Six real thresholds separate an AI chatbot from an AI-run company — mapped to documented 2025-2026 examples, including Anthropic's own failed experiment.

Read the post A single hot-pink soundwave line passing through a prism-like form and splitting into several distinct colored waveform threads, illustrating one spoken voice becoming several simultaneous real-time translated languages

August 5, 2026

The Future of Real-Time AI Translation

How AI translation actually works today, the real 2026 latency numbers, and the predictive research closing the gap toward live, on-demand translation.

Read the post A phone showing a simple written request at the center of the frame, with soft threads extending outward to small sculptural objects representing content, logistics, software, and energy

August 3, 2026

The "Make Me a Million Dollars" Prompt

A joke about asking AI for a million dollars hides a real prediction about how AI execution is changing — and what still has to be true.

Read the post One continuous matte-black articulated mechanical arm branching from a single simple attachment near its base into five smaller synchronized mechanical hands at full extension, each gripping a different small object — representing the progression from a basic AI chatbot to a coordinated AI digital workforce

August 2, 2026

AI Agents for Small Business

From chatbots to a digital workforce — a practical five-stage map, each anchored to a real, named 2026 tool.

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