AGING

ajpscs posted a photo:

AGING

aging is not about how many years have passed, but how much life you’ve embraced, age wisely

the SQUARE
MUTED
TOKYO DAY WALK
© ajpscs

Jackson Hole, Wyoming

Thomas Hawk posted a photo:

Jackson Hole, Wyoming

Highball Halloween, Columbus, Ohio, 2024

Thomas Hawk posted a photo:

Highball Halloween, Columbus, Ohio, 2024

Such a Modest Mouse

Thomas Hawk posted a photo:

Such a Modest Mouse

BART

Thomas Hawk posted a photo:

BART

Found Photograph -- A Rochester Photographer Collection

Thomas Hawk posted a photo:

Found Photograph --  A Rochester Photographer Collection

Toys Museum Ako

DanÅke Carlsson posted a photo:

Toys Museum Ako

Toys Museum Ako

DanÅke Carlsson posted a photo:

Toys Museum Ako

Toys Museum Ako

DanÅke Carlsson posted a photo:

Toys Museum Ako

Toys Museum2

DanÅke Carlsson posted a photo:

Toys Museum2

Toys Museum Ako1

DanÅke Carlsson posted a photo:

Toys Museum Ako1

Slow Burn

Greg Adams Photography posted a photo:

Slow Burn

Venice Beach, California. 2017

‘We hebben verloren, ga lekker slapen’: in de Haagse Schilderswijk houden buurtvaders teleurgestelde jongeren in toom

In Den Haag probeerden tientallen vrijwilligers in gele hesjes te voorkomen dat het rond de WK-wedstrijd Frankrijk - Marokko uit zou lopen op ongeregeldheden. Hoewel de ME uiteindelijk kortstondig moest ingrijpen, bleven confrontaties uit.

Op bezoek in Moerdijk, het dorp dat dreigt te verdwijnen

Het dorp Moerdijk dreigt plaats te moeten maken voor een uitgebreid industrieterrein. Redacteur Lize Geurts verbleef een week in het dorp en maakte van dichtbij mee wat deze…

MetaFilter

The past 24 hours of MetaFilter

Ian McKellen reads "The Rime of the Ancient Mariner"

Read along as Ian McKellen reads "The Rime of the Ancient Mariner" by Samuel Taylor Coleridge [30m].

15092 20260709_151514 dead hydrangea petals

iain.davidson100 has added a photo to the pool:

15092 20260709_151514 dead hydrangea petals

15091 20260709_151353 the dead hydrangea flower

iain.davidson100 has added a photo to the pool:

15091 20260709_151353 the dead hydrangea flower

15090 20260710_091021 Moses courtyard at UNE

iain.davidson100 has added a photo to the pool:

15090 20260710_091021 Moses courtyard at UNE

kottke.org

Jason Kottke's weblog, home of fine hypertext products

Venetian Bridge Brawls in 17th and 18th Century Art ....

Venetian Bridge Brawls in 17th and 18th Century Art. “Before crowds jostled for biennale parties and gondola rides, Venice’s waterways witnessed scenes of an even more violent kind…”

The Register

Biting the hand that feeds IT — Enterprise Technology News and Analysis

Microsoft warns customers AI will mean busier Patch Tuesdays

Microsoft has warned customers to expect more security patches for the foreseeable future, thanks to AI. “As AI helps defenders discover more issues, customers will see a higher volume of security updates included in each security release,” the company’s executive veep for Windows + Devices, Pavan Davuluri, wrote in a Thursday post that describes how Microsoft is changing its internal processes to spot software vulnerabilities using AI. His post later points out that Microsoft offers many fine tools to automate patching, and his view that customers who use them will be able to keep pace with increased volumes of patches. Davuluri’s post argues that investment in automated patching tools is justifiable and sensible because Microsoft’s use of AI to deliver more patches improves overall security. “By applying AI across security analysis, we can identify patterns faster, prioritize risk and scale vulnerability discovery across the Windows codebase,” he wrote. Sometimes that might mean Microsoft products contain fewer vulnerabilities. “We continue to evolve our internal systems and practices so that vulnerability discovery is not treated as a separate activity, but as part of how we build, review and improve Windows before new features or updates are released,” he wrote. The post explains that Microsoft uses a tool called the multi-model agentic scanning harness (MDASH), which apparently “utilizes multiple models including leading third-party AI vulnerability discovery models.” “To run MDASH at Windows scale, Windows set up dedicated cloud infrastructure for scanning and proving,” Davuluri wrote. “A scanner pipeline scans critical binaries and validates candidates using multi-model debate across multiple model families. Confirmed candidates then flow to a separate, Windows-specific prove pipeline that helps eliminate remaining false positives, so only the highest-confidence findings reach the engineering team.” The executive veep said that process “handle a larger volume of potential vulnerabilities and shortens the review window for new ones, shrinking the attack window for zero-day exploits.” Microsoft is not alone in using AI to deliver more patches: Oracle recently announced AI bug-finders mean it will add a monthly critical patch dump to its current quarterly security update service. It’s hard to argue against vendors finding and fixing more flaws, and perhaps over time AI will mean their products contain fewer vulnerabilities that need a fix. However, The Register is yet to hear of AI being used to create more or longer change windows that admins can use to implement all these extra patches. VMware has responded to that harsh reality with a new offering it calls "Express Patches" that ship indepdentently of and more frequently that its product updates and can be applied in any order, rather than requiring an upgrade before a patch will work. ®