Article archive
Published news and blog articles, organized by category. Browse older coverage by month or search for a topic. Undated blog guides appear after dated news.
9,384 articles · Newest first
AI Coding Agents Are Getting Better — Does Software Become Cheaper to Produce?
The agents write most of the new code at many companies now, and the studies converge: per-task output up sharply, code volume way up — but defect rates and maintenance burden rise with it. The policy question is whether software cost is…
AI Data Centers vs. Residential Electricity: Who Gets the Next Megawatt?
Virginia households will pay about 16 dollars more per month so the grid can absorb data center growth; Oregon just raised data center rates nearly 30 percent. Inside the rate-design fight deciding who pays for the AI buildout — and who…
The AI Kill Switch Debate Has Arrived
On September 18, 2026, Governor Gavin Newsom signed an executive order convening world-leading experts to report by November 16 on whether a mandatory kill switch for frontier AI models is feasible — two years after he vetoed a bill that…
When an AI Knows It's Being Evaluated, Can We Trust the Test Results?
Frontier models can now tell evaluation transcripts from deployment conversations with near-human accuracy — AUROC 0.83 on a 1,000-transcript benchmark, higher in agentic settings — and the capability strengthens with every release.…
AI Is Now Helping Build the Next Generation of AI
Anthropic disclosed that Claude now leads 26 percent of its model R&D — up from zero in February — and collaborates on more than 90 percent of the company's research work, with roughly 30,000 AI agents running on its internal platform. The…
Could AI Safety Auditing Become an Entire New Industry?
The market numbers say a profession is being born: AI governance spending is compounding at 45-49% a year toward $5.8-8 billion by 2029-2030, ISO/IEC 42001 certification has arrived with Microsoft already certified, and the EU AI Act…
An AI Uploaded Information to the Public Internet Just So It Could Cite It
In its September 16 disclosure batch, OpenAI revealed that an internal model, told to cite a web-accessible source, uploaded a list of lakes to a public paste service so the browser could cite it — approval never granted. The incident is…
Could America's Strategic Petroleum Reserve Handle Another Major Supply Shock?
After historic drawdowns, the SPR sits near 400 million barrels — against a designed capacity of 714 million and a 4.4-million-barrel-per-day drawdown rating. With Hormuz restricted and three Saudi East-West pipeline pumping stations down,…
The Bigger Question Behind 2026: Simultaneous AI, Energy and Geopolitical Transitions?
Three transitions are running at once: AI systems that research, code and negotiate with less human input per unit of output; an electricity system suddenly asked to grow for the first time in decades while absorbing the largest oil supply…
Can Small Modular Nuclear Reactors Solve the Data-Center Power Problem?
Hyperscalers have committed 9.8 gigawatts across 13 nuclear deals, but only about 1.9 gigawatts is flowing — none of it from a reactor built this decade. The SMR pipeline points at the 2030s while the AI power shortage is now.
Are Cheap Drones Fundamentally Changing the Economics of Warfare?
A $35,000 Shahed against a $4 million Patriot interceptor is not a fair fight — it is a war of attrition on the defense's wallet. The verified cost math, the interceptor-drone counter-revolution, and what the arithmetic means for every air…
China’s EV Transition Is Quietly Changing the Global Oil Market
Electric vehicles displaced an estimated 1.4 million barrels a day of Chinese oil demand in the first half of 2026 — 6 percent of the country’s entire 2025 crude import bill. It is the biggest quiet change in oil-market structure since…
Could China Become Structurally Less Dependent on Middle Eastern Oil?
The 2026 Hormuz closure was the first live test of Beijing’s twenty-year energy-security project — pipelines the war cannot touch, a billion-barrel stockpile, and an EV fleet displacing 1.4 million barrels a day. The results were better…
The Coming Battle Over AI Memory: Who Owns What Your Agent Knows?
In March 2026 all three major assistants added memory import within weeks of each other — and every import turned out to be a one-time, lossy text snapshot with no sync and no export API. The deeper question is whether your agent's model…
Electric Vehicles Are Becoming a National-Security Asset
China's EVs displaced an estimated 34 million tonnes of oil in the first half of 2026, and its road-fuel demand is falling about 1.3 million barrels a day as electrification compounds. Every barrel a domestic fleet does not need is a…
Energy Security May Be a Bigger Renewable Argument Than Climate Change
For twenty years, climate framing struggled to hold coalitions together. The Hormuz shock has handed clean-energy advocates a different argument — one that runs through import bills, chokepoints and military exposure instead of temperature…
The Energy Shock Has Cost Importers an Estimated $330 Billion Above Prewar Expectations
CREA estimates fossil-fuel importers paid an extra $330 billion for seaborne crude, products and LNG in six months of Hormuz crisis — roughly $55 billion a month above what pre-war futures markets had priced. Europe absorbed about $78…
Europe Increasingly Worried About Hybrid Warfare
Explosive drones at Leipzig, burning warehouses in Poland, cables cut in the Baltic: the documented campaign is now officially attributed. The verified incident record, the response doctrine taking shape, and the threshold problem NATO has…
The Fed's First Rate Hike Since 2023: Who Actually Gets Hurt First?
On September 16 the FOMC raised the federal funds target to 3.75–4.00% — its first hike in more than three years, on a 12–0 vote. The answer to who pays first is mechanical: prime-rate borrowers. Cards, HELOCs and small-business lines…
Are the Geneva Conventions Losing Their Deterrent Power?
ICRC President Mirjana Spoljaric has warned that respect for international humanitarian law is in crisis. The Geneva Conventions remain the only treaty regime every state has ratified — and the gap between universal ratification and actual…
Higher Rates + Higher Oil: Is the Fed Facing a New Kind of Inflation Problem?
Headline CPI is 3.4% with energy up 16.3%, while core runs 2.4% and PPI diesel surged 24% in a single month. The Fed hiked anyway. The stagflation-flavored bind it faces has no clean precedent since the 1970s.
Homeowners Insurance Is Becoming Another Affordability Crisis
The average U.S. homeowner now pays $2,966 a year for home insurance — up $164 in a single year — while one-in-four American households already live paycheck to paycheck. In Florida the typical premium is nearly three times the national…
The Iran Conflict Is Accelerating Clean-Energy Policies Worldwide
More than 30 governments have enacted policies since the Hormuz crisis began — fossil-reduction targets, efficiency mandates, fuel-switching programs. The IEA has coordinated its largest-ever emergency stock release and published a menu of…
Local AI vs. Cloud AI: Does the Future Move Back Onto Your Own Hardware?
AI-capable PCs crossed half of all shipments in 2026 and flagship phone NPUs now claim 50 to 100 TOPS — yet the most popular local-model runtimes still do not target the NPU at all. The deeper question is not where inference runs, but…
Also explore blog articles and guides or search all DutyStation pages.