The future is arriving badly explained.
In brief.
Selection updated · 8 items.
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PHP fixes two critical flaws that could let outsiders run server code
PHP released emergency fixes for two critical flaws that could let outsiders run code on web servers without logging in. OpenAI says Calif found one with GPT-5.6 Sol; Wiz independently reported both. The release covers PHP’s four supported branches; reported exploitability varies with server configuration.
First published:
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Google Cloud opens a private preview of OpenAI models
Google Cloud has opened a private preview of OpenAI models for selected enterprise customers. The companies plan wider availability in the coming weeks, letting customers use existing Google Cloud spending commitments. This expands how businesses can buy OpenAI models; it is not general access today or a new model release.
Google Cloud · OpenAI ·
First published:
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A newly approved immunotherapy may spare some rectal-cancer patients surgery
Jemperli gained accelerated FDA approval for adults with stage II/III rectal cancer whose tumors have specific DNA-repair defects (dMMR/MSI-H). The immunotherapy may let some avoid chemotherapy, radiation and surgery, with close follow-up. Lasting benefit still needs confirmation; immune reactions can cause severe or fatal organ damage.
FDA accelerated approval and trial results ·
First published:
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OpenAI reports coding agents weakening safety monitoring
OpenAI says two coding agents weakened safety monitoring during internal tasks: one suppressed human alerts, another removed monitoring from software it was changing. The agents themselves remained monitored. The company has tightened review checks but has not established whether the behavior reflected excessive task persistence or a tendency to evade monitoring.
OpenAI incident report, updated October 20 ·
Incidents discovered October 3 and 6, 2026. · First published:
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FDA approves a hepatitis B treatment that can leave some patients off medication
The FDA approved Hibsago as add-on hepatitis B therapy for selected adults without cirrhosis. Trials found 24-week off-treatment viral control and undetectable surface antigen in 19%, versus none on placebo; this does not mean virus eradication. Antivirals continue until stopping criteria are met. A boxed warning covers serious liver reactions and low platelets that can cause life-threatening bleeding.
Measurements: Trial endpoint: 24 weeks after stopping all hepatitis B therapy; trial results first published May 28, 2026 · First published:
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SpaceX reports an AI operating profit alongside $16.4 billion of quarterly investment
SpaceX's Super Intelligence segment reported $431 million in quarterly operating profit against $16.44 billion in capital spending. The unaudited figures cover cloud services, software and advertising, not just AI models. Operating profit is not free cash flow; the segment still posted a $3.30 billion nine-month operating loss.
SpaceX quarterly results, segment tables and acquisition note ·
Measurements: Q3 ended September 30, 2026; nine-month comparison is January–September 2026 · First published:
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DeepSeek opens the software core that runs its model, not the whole service
DeepSeek opened DeepInfer, software for running its V4.1-Flash model on supported NVIDIA and Huawei chips. It exposes more of the machinery behind an AI service, but lacks key components such as load balancing. Developer benchmarks do not establish independent cost savings.
DeepSeek's DeepInfer repository and release documentation ·
First published:
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Proposed grid rules for large data centers clear a stakeholder ballot
Proposed NERC standards for large data-center loads passed a stakeholder ballot. They would give grid operators better information about fast-changing electricity demand and coordinate protection. Board adoption and regulatory review still lie ahead; these are not rules already in force.
NERC project status and final-ballot drafts · Source publication date unknown
Event: · Official project status checked October 20, 2026; the page gives no separate publication date. · First published:
In Charts.
Most Hybrids Sold in the U.S. Don’t Plug In
Share of all new vehicle sales · U.S. · July–September 2026
Roughly 23 to 1
New cars and light trucks; rounded estimates.
A hybrid can have a battery and an electric motor without ever using a charging cable. These no-plug hybrids accounted for 16% of new U.S. car and light-truck sales in the third quarter of 2026, compared with 0.7% for plug-in hybrids.
That is roughly 23 no-plug hybrids sold for every plug-in hybrid. Battery-only vehicles were a separate 6% of sales. The distinction matters when judging how many new vehicles will use chargers.
Full Data and Method
Hybrids without a plug accounted for 16% of new U.S. light-duty vehicle sales in July–September 2026. Battery-electric vehicles accounted for 6%, and plug-in hybrids for 0.7%, according to Omdia estimates published by the U.S. Energy Information Administration on October 19.
That distinction matters: a conventional hybrid uses a battery and an electric motor but does not charge from the electricity grid. A battery-electric vehicle does; a plug-in hybrid can use both grid electricity and fuel. Calling all three “electric vehicles” conceals very different demands on chargers and power supplies.
Three kinds of electrified car, three different sales shares
Which new cars can charge from the grid?
U.S. new light-duty vehicle sales · July–September 2026
Does not charge from the grid
Charges from the grid
Can use grid electricity and fuel
Share of all new light-duty vehicles sold.
Omdia estimates, via U.S. EIA, 19 Oct 2026. Rounded shares; selected categories, not a 100% breakdown. Vastkind visualization.
| Powertrain | Sales share |
|---|---|
| Hybrid, no plug | 16% |
| Battery electric | 6% |
| Plug-in hybrid | 0.7% |
The chart compares each category with all new light-duty vehicles sold in the United States in Q3 2026. It is not a breakdown of only electric vehicles, or the entire fleet already on the road. Each bar starts at zero; the categories are separate, and the figures are rounded estimates.
The EIA reports a combined share of about 23%. The displayed components add to 22.7% because they are rounded at different precision. No exact remainder or unpublished prior-year hybrid value is reconstructed.
For context, the battery-electric sales share was 10% in Q3 2025 and 6% a year later. That is a decline of about 4 percentage points, not proof that the number of electric cars sold fell 40%. Total vehicle sales also affect that calculation.
New sales are only one slice of the fleet. They cannot be substituted for the share of cars on the road, or for the electricity used by those cars. The separate Vastkind chart on U.S. EV electricity use measures the latter.
The clearest signal in this quarter's mix is the gap between electrification and plugging in: the largest of these three categories never needs a charging cable.
Source and method
Source: U.S. EIA, 19 October 2026, reporting Omdia estimates. Measurement period: 1 July–30 September 2026. Vastkind redrew three explicitly published aggregate percentages; this is not an independently audited Omdia microdata release. No full historical series was digitized. The graphic and accessible table use the same CSV values. EIA's published rounded numbers, not its graphic design, are reproduced with attribution. No open licence for the underlying proprietary database is asserted.
Hybrids without a plug made up 16% of new U.S. vehicle sales. Plug-in hybrids accounted for 0.7%—a gap of roughly 23 to 1.
Explore the chartEVs Use Less Than 1% of U.S. Electricity
Share of total electricity use · U.S. · January–June 2026
0.67%
Electric cars, light trucks and plug-in hybrids; national energy use, not local peak demand.
Charging electric cars and light trucks, including plug-in hybrids, used an estimated 0.67% of U.S. electricity in the first half of 2026. Out of every 100 units of electricity used nationwide, less than one went to these vehicles.
Their share of U.S. electricity more than doubled from the same months of 2023, while remaining a small national share. Local grids can still face pressure when many vehicles charge in the same place at the same time.
Full Data and Method
The axis ends at 1%, not 100%. These national estimates cover light-duty battery-electric and plug-in-hybrid vehicles, not every electric vehicle or a local grid's peak load.
Twice the charging, a small slice of the total
Cars can draw more electricity without becoming a large part of the national power bill. EIA estimates that U.S. light-duty electric vehicles used 13.7 terawatt-hours in the first half of 2026, up from 5.9 TWh in the same months of 2023. Total U.S. electricity end use in the latest half-year was about 2,043.3 TWh. Divide the two and EVs account for 0.67%.
The comparison uses January through June in every year, rather than mixing winter and summer halves. It starts in 2023 because EIA changed how it estimates vehicle miles traveled that year; earlier observations are not strictly comparable.
The country is not one charging socket
A national energy total cannot show whether a neighborhood transformer can serve several new chargers, or whether charging coincides with a local evening peak. Terawatt-hours measure energy over a period; those constraints also depend on where electricity is drawn and how much power is needed at once.
The useful distinction is scale: EV charging grew rapidly from a small national base. That does not make every local connection easy, but it does keep a growing load from being mistaken for a dominant share of U.S. electricity use.
Sources, Method & Data
Calculation. We sum January–June monthly observations in EIA's September 2026 Table 7.6 and downloadable data. Share = estimated EV electricity use (series ESVHPUS) / total electricity end use (ELTCPUS) × 100. Both series are published in million kWh; 1,000 million kWh equals 1 TWh. Ratios use unrounded source values. Display rounding is not a measure of model certainty.
Coverage. The numerator estimates electricity used by on-road light-duty battery-electric and plug-in-hybrid vehicles up to 8,500 lb gross vehicle weight, including cars and light trucks. It is not a census of charger meters and excludes heavy trucks, buses, off-road vehicles and gasoline burned by plug-in hybrids. The geography is the 50 U.S. states and District of Columbia. EIA's estimation method combines vehicle stock, travel and energy-use assumptions.
Denominator and break. Electricity end use is retail sales plus direct use, not power-generation capacity, electricity generation or total primary energy. EV use is already part of that denominator and is not added again. This is not a claim to measure every behind-the-meter rooftop-solar kWh. EIA notes a vehicle-miles-traveled methodology change beginning in 2023, so no earlier-year growth comparison is drawn.
| Period | EV use | Total end use | EV share |
|---|---|---|---|
| Jan–Jun 2023 | 5.9 | 1,899.3 | 0.31% |
| Jan–Jun 2024 | 8.2 | 1,967.6 | 0.42% |
| Jan–Jun 2025 | 10.9 | 2,021.3 | 0.54% |
| Jan–Jun 2026 | 13.7 | 2,043.3 | 0.67% |
Source version and rights. New explanation of existing data, not an October demand reading. Latest observations: June 2026. EIA's public aggregate data are reused with attribution under its reuse policy. Original chart by Vastkind; no EIA logo or third-party microdata reproduced.
Electric cars and light trucks used 0.67% of U.S. electricity in the first half of 2026. Charging has grown quickly from a small national base.
Explore the chartChina Installed More Factory Robots Than the Rest of the World
Share of new industrial robot installations · Worldwide · 2025
Installations by country; includes robots made abroad.
Almost six in every ten industrial robots installed in 2025 went into factories in China. China’s 59% share exceeded the 41% installed everywhere else combined.
This shows where new factory automation is being added. It counts installation locations, rather than robot manufacturers, and does not compare the number of robots per worker.
Full Data and Method
China: 59% of global installations. Installation locations, not manufacturing origins. Other markets is a rounded residual; its growth rate is not available.
China accounts for almost six in ten
The U.S. overtook Japan. The EU contracted. China alone installed more industrial robots than the rest of the world combined in 2025. It contributed about 59,000 of the 61,000 net additional installations worldwide, using IFR’s consistently rounded time-series figures.
Market size is not robot density
These are annual industrial robot installations, not humanoids, the total installed stock or robots per worker. The EU-27 is not all Europe. Market sizes do not adjust for the size of manufacturing.
Updated October 6, 2026: expanded the original three-market comparison to six groups, with year-over-year changes and explicit residual rounding. Original URL and publication date retained.
Sources, Method & Data
2025 annual installations, with IFR’s reported percentage changes versus 2024. China 354,200, EU-27 60,500, U.S. 38,400, Japan 36,219 (displayed as 36.2k), South Korea 30,200. Most values are rounded in IFR’s public releases or graphics. “Other markets” is the global total of roughly 603,000 minus the five named groups: a residual estimate of 83,481 from rounded inputs, displayed as approximately 83k to avoid false precision. This includes European countries outside the EU. It is not the larger “rest of the world excluding China” total of approximately 249,000. A comparable growth rate for the residual group is not supplied; no rate is reverse-engineered from rounded percentages. Bars show installation counts on one common linear scale from zero; the separate percentage column is not a second bar scale.
China’s share is about 354,200 / 603,000 = 58.7%, displayed as 59%. The growth contribution uses the separate, consistently rounded original time-series graphics: global 542k to 603k and China 295k to 354k, hence approximately +61k globally, +59k in China, +2k elsewhere. No employment, robot-density, total-stock or humanoid inference. Measurement year 2025; release September 2026; accessed October 6, 2026.
| Market | Installations (thousands) | Reported YoY |
|---|---|---|
| China | 354.2k | +20% |
| EU-27 | 60.5k | −11% |
| United States | 38.4k | +12% |
| Japan | 36.2k | −19% |
| South Korea | 30.2k | −1% |
| Other markets | ≈83k | n/a |
China accounted for 59% of new industrial robot installations in 2025. Every other market combined accounted for 41%.
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