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Billing Software Error Sends Billion-Dollar AWS Estimates

AWS says a billing software bug caused some customers to see wildly inflated estimated charges, including reports of accounts showing bills in the billions or even trillions of dollars. The Register reports: An open issue on the AWS Health Dashboard (archived copy at the time of writing) popped up at 1:33 am Pacific time on Friday informing users that Cost Explorer was "reflecting inaccurate estimated billing data." As of writing, the issue is still unresolved despite AWS trying several different things to get it fixed. The company apparently identified the root cause within an hour and a half of beginning its investigation, only describing it as "an issue with unit pricing within the estimated billing computation subsystem."

AWS followed up by pausing estimated bill updates, saying customers would continue to see the inflated figures already displayed, but that those estimates would not increase further. "The displayed billing estimates do not reflect actual usage and charges," AWS explained, noting that customers don't need to take any action, like, we imagine, flooding the help portal with tickets telling them what they already know, for instance.

"Once the issue has been mitigated, we expect full resolution to take multiple hours as we work through recomputing the estimated billing data," AWS added. After we first published this article, Amazon updated the issue page to indicate that it had identified the root cause and mitigated the underlying issue. The company says that it's begun backfilling data in the Cost Management Console to correct billing numbers, and that all customers should see corrected amounts by Saturday, July 18 at noon pacific time.

Read more of this story at Slashdot.

Linus Torvalds To Critics of AI Coding On Linux: 'Fork It. Or Just Walk Away.'

Linus Torvalds says the Linux kernel will not ban AI-assisted coding tools, and if anti-AI absolutists have a problem with that, they can "fork it" or "walk away." An anonymous reader quotes a report from Ars Technica: Writing in a lengthy post on the Linux kernel mailing list this week, Torvalds said that "Linux is not one of those anti-AI projects, and if somebody has issues with that, they can do the open-source thing and fork it. Or just walk away." The statement came amid a lengthy thread arguing about the use of Sashiko, an "agentic Linux kernel code review system" that its creators claim can, in tests, independently find 53.6 percent of the bugs that would end up being fixed by human coders in later commits. But the tool can also waste maintainers' time by sending "false positive" reports of bugs that don't exist, at a rate Sashiko's maintainers estimate is "well within [the] 20% range."

In discussing whether maintainers should be subjected to a flood of these kinds of automated, AI-powered bug report emails (true or false), one poster cited the Software Freedom Conservancy's recent statement that the open source community "should support, not just tolerate, those who outright reject LLM-gen-AI systems" and that "every FOSS contributor deserves self-determination regarding LLM-gen-AI." In the face of that statement, Torvalds said that he rejects those who demand that their open source projects not accept any LLM-generated code or revisions. "We're not forcing anybody to use [LLM tools], but I will very loudly ignore people who try to argue against other people from using it," Torvalds said.

Torvalds said his position on this is a pragmatic one that's "based on technical merit. Not fear of new tools." And when it comes to utility, Torvalds said that "AI is a tool, just like other tools we use. And it's clearly a useful one. It may not have been that 'clearly' even just a year ago, but it's no longer in question today. Anybody who doubts that clearly hasn't actually used it." [...] While Torvalds acknowledged that "AI isn't perfect," he urged detractors to compare the output of these tools to the performance of human code maintainers. "Anybody who points to the problems at AI had better be looking in the mirror and pointing at themselves at the same time," Torvalds wrote. "Because it's not like natural intelligence is always all that great either."

Read more of this story at Slashdot.

Clermont

Thomas Hawk posted a photo:

Clermont

Constellations

Thomas Hawk posted a photo:

Constellations

Found Kodachrome Slide

Thomas Hawk posted a photo:

Found Kodachrome Slide

handwritten on slide, “dark"

Holiday Motel, Lordsburg, New Mexico

Thomas Hawk posted a photo:

Holiday Motel, Lordsburg, New Mexico

Gucci

Thomas Hawk posted a photo:

Gucci

Japan

m01229 has added a photo to the pool:

Japan

Mt Fuji Japan

m01229 has added a photo to the pool:

Mt Fuji Japan

Oshino Hakkai traditional scenic thatched roof village near Mt Fuji Japan

m01229 has added a photo to the pool:

Oshino Hakkai traditional scenic thatched roof village near Mt Fuji Japan

Oshino Hakkai traditional scenic thatched roof village near Mt Fuji Japan

Close up of a rusted, paint peeling swan boat at Lake Yamanakako Japan

m01229 has added a photo to the pool:

Close up of a rusted, paint peeling swan boat at Lake Yamanakako Japan

Close up of a rusted, paint peeling swan boat at Lake Yamanakako Japan

Rotterdam - FediMeteo (@rotterdam@nl.fedimeteo.com)

Weer voor de stad Rotterdam Deze bot wordt beheerd door het FediMeteo-project. Voor informatie en contact kunt u de pagina https://fedimeteo.com raadplegen.

Weer voor Rotterdam 🌕 - 18-07-2026 01:15 CEST...

Weer voor Rotterdam 🌕 - 18-07-2026 01:15 CEST

In één oogopslag:
• 19.1°C · Helder 🌕 | Min 18.4°C / Max 24.3°C

Verwachting voor vandaag:
• Min 18.4°C, Max 24.3°C (Bewolkt) ☁️, 🧭 1016.7 hPa ↗️ +0.5 hPa/24h, Windsnelheid: 17.6 km/u (4.9 m/s), richting: ↘ 327°

Uurlijkse voorspelling voor de komende 12 uur:

02:00: 18.8°C (Gedeeltelijk bewolkt) ☁️, 🧭 1016.2 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 11.5 km/u (3.2 m/s), richting: ↘ 313°
03:00: 18.8°C (Bewolkt) ☁️, 🧭 1016.1 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 14.0 km/u (3.9 m/s), richting: ↘ 309°
04:00: 18.6°C (Bewolkt) ☁️, 🧭 1016.1 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 14.4 km/u (4.0 m/s), richting: ↘ 314°
05:00: 18.6°C (Bewolkt) ☁️, 🧭 1016.0 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 13.7 km/u (3.8 m/s), richting: ↘ 315°
06:00: 18.6°C (Bewolkt) ☁️, 🧭 1016.1 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 11.5 km/u (3.2 m/s), richting: ↘ 314°
07:00: 18.8°C (Bewolkt) ☁️, 🧭 1016.3 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 9.4 km/u (2.6 m/s), richting: ↘ 306°
08:00: 19.2°C (Bewolkt) ☁️, 🧭 1016.2 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 10.1 km/u (2.8 m/s), richting: ↘ 317°
09:00: 19.4°C (Bewolkt) ☁️, Kans op neerslag 1%, 🧭 1016.3 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 10.1 km/u (2.8 m/s), richting: ↘ 315°
10:00: 19.6°C (Bewolkt) ☁️, Kans op neerslag 1%, 🧭 1016.3 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 10.8 km/u (3.0 m/s), richting: ↘ 311°
11:00: 19.4°C (Bewolkt) ☁️, Kans op neerslag 2%, 🧭 1016.6 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 12.2 km/u (3.4 m/s), richting: ↘ 310°
12:00: 19.5°C (Bewolkt) ☁️, Kans op neerslag 3%, 🧭 1016.9 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 14.0 km/u (3.9 m/s), richting: ↘ 324°
13:00: 19.1°C (Bewolkt) ☁️, Kans op neerslag 3%, 🧭 1016.9 hPa ➡️ 0.0 hPa/1h, Windsnelheid: 12.6 km/u (3.5 m/s), richting: ↘ 321°

Voorspelling voor de komende dagen:

zondag 19 juli: Min 17.2°C, Max 20.3°C (Lichte motregen) 🌦️, Neerslag 0.1 mm, Kans op neerslag 4%, 🧭 1020.5 hPa ↗️ +3.8 hPa/24h, Windsnelheid: 19.1 km/u (5.3 m/s), richting: ↘ 322°
maandag 20 juli: Min 16.3°C, Max 21.4°C (Bewolkt) ☁️, Kans op neerslag 7%, 🧭 1024.2 hPa ↗️ +3.7 hPa/24h, Windsnelheid: 20.2 km/u (5.6 m/s), richting: ↘ 330°
dinsdag 21 juli: Min 15.6°C, Max 20.8°C (Bewolkt) ☁️, Kans op neerslag 2%, 🧭 1025.9 hPa ↗️ +1.7 hPa/24h, Windsnelheid: 15.5 km/u (4.3 m/s), richting: ↓ 348°
woensdag 22 juli: Min 13.6°C, Max 20.5°C (Bewolkt) ☁️, Kans op neerslag 6%, 🧭 1021.2 hPa ↘️ -4.7 hPa/24h, Windsnelheid: 14.6 km/u (4.1 m/s), richting: ↘ 334°
donderdag 23 juli: Min 15.8°C, Max 20.0°C (Lichte motregen) 🌦️, Neerslag 1.8 mm, Kans op neerslag 43%, 🧭 1022.2 hPa ↗️ +1.0 hPa/24h, Windsnelheid: 18.6 km/u (5.2 m/s), richting: ↘ 312°
vrijdag 24 juli: Min 15.1°C, Max 19.0°C (Bewolkt) ☁️, Kans op neerslag 11%, 🧭 1023.8 hPa ↗️ +1.6 hPa/24h, Windsnelheid: 14.8 km/u (4.1 m/s), richting: ↓ 342°

Details:
• 🌡️ Huidige temperatuur (om 01:15): 19.1°C (Helder)
• 🤚 Gevoelstemperatuur: 18.5°C (-0.6°C)
• 💨 Windsnelheid: 10.8 km/u (3.0 m/s), richting: ↘ 318°
• 🌬️ Windstoten: 21.2 km/h (5.9 m/s)
• 💧 Luchtvochtigheid: 76%
• 🧭 Luchtdruk: 1016.2 hPa ➡️ 0.0 hPa/3h
• 👁️ Zichtbaarheid: 16.7 km
• ☀️ UV-index: 0.0
• 🌅 Zonsopgang: 05:43 · 🌇 Zonsondergang: 21:53

Luchtkwaliteit:
• AQI: 49 🟢 (Goed)
• PM2.5: 8.2 μg/m³
• PM10: 13.6 μg/m³

Gegevens geleverd door Open-Meteo



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