Is AI ready for the courtroom? New framework tackles the technology's biggest weaknesses

For over a decade, computer scientist Randy Goebel and his colleagues in Japan have been using a tried-and-true method from his field to advance artificial intelligence in the world of law: a yearly competition.

Tech Xplore

Inspirational update on man who was recognized by sentencing judge as a childhood friend

https://fed.brid.gy/r/https://www.upworthy.com/man-who-was-recognized-by-sentencing-judge-as-a-childhood-friend-ex1

Tension in Ahmedabad courtroom as a man throws his shoes at a judge over a verdict in a 28-year-old case. Judiciary demands urgent security upgrades, days after a similar Supreme Court incident. https://english.mathrubhumi.com/news/india/man-throws-shoes-at-ahmedabad-judge-days-after-similar-attack-on-cji-id7ljcuc?utm_source=dlvr.it&utm_medium=mastodon #Ahmedabad #ShoeAttack #courtroom #Judge #security

American Democracy Minute Radio News Report for Oct. 6, 2025
Timely to Nov. 1, 2025
The first challenge to gerrymandered #Texas congressional maps reached a #federal #courtroom October 1st, as a three-judge panel heard testimony about the 2025 maps in a previously filed 2021 #racial #gerrymandering case.

๐ŸŽง ๐Ÿ—๐ŸŽ-๐’๐ž๐œ. ๐‹๐ข๐ฌ๐ญ๐ž๐ง, ๐Ÿ“– ๐‘๐ž๐š๐, ๐Ÿ”— ๐‘๐ž๐ฌ๐จ๐ฎ๐ซ๐œ๐ž๐ฌ ๐Ÿ“ฃ ๐†๐ซ๐จ๐ฎ๐ฉ๐ฌ

https://www.americandemocracyminute.org/wethepeople/2025/10/05/first-challenge-to-trump-requested-gerrymandering-of-texas-congressional-maps-reaches-a-federal-courtroom/

American Democracy Minute | Radio Report & Podcast on Democracy Issues | Gerrymandering

Democracy News: The first challenge to gerrymandered Texas congressional maps reached a federal courtroom October 1st, as a three-judge panel heard testimony about the 2025 maps in a previously filed 2021 racial gerrymandering case.  

American Democracy Minute

Diddy faces the court and owns his past harm. He says, โ€œI was sick,โ€ then begs for a second chance with family and community. Do you think the judge will weigh his plea? #ValidUpdates #Diddy #CassieVentura #MannAct #Courtroom

https://validupdates.com/2025/10/diddy-apologises-in-court-begs-judge-for-second-chance/

Diddy apologises in court, begs judge for second chance

Diddy apologises in court and begs the judge for a second chance as he accepts blame for his Mann Act crimes, asking to rebuild with family

ValidUpdates
Before you continue to YouTube

25 August 2025 - Daily Drawing Day 237
#20252025Challenge
I heard there's an Indian custom where if someone sneezes it means you're telling the truth. I wonder how that would work in a courtroom setting.

#Sneeze #Courtroom #India #Truth #ใใ—ใ‚ƒใฟ #ๆณ•ๅปท #ใ‚คใƒณใƒ‰ #ๆญฃ็›ด #achoo #courthouse #court #indian #custom #belief #judge #anna #ใƒใ‚ฏใ‚ทใƒงใƒณ #ใฏใใ—ใ‚‡ใ‚“ #่ฃๅˆคๆ‰€ #้ƒกๅบ่ˆŽ #ใ‚คใƒณใƒ‰ใฎ #ใ‚คใƒณใƒ‰ไบบ #ๆœฌๅฝ“ใฎใ“ใจ #ใพใ“ใจ #ไบ‹ๅฎŸ #ๆ…ฃ็ฟ’ #ไฟกไปฐ #่ฃๅˆคๅฎ˜ #ๅˆคไบ‹ #ใ‚ขใƒŠ

Watch the time lapse video of this drawing on YouTube Shorts: https://youtube.com/shorts/MWmoS1QH-1g

See the latest at https://darlosworld.bsky.social

The 2025 20-25 Challenge.

This year letโ€™s get better at something by finding a little practice time most days, in my case drawing. - Do your activity for at least 25 minutes, at least 25 days per month.
- Use the hashtag #20252025Challenge on social media etc to track your progress
- Also use the hashtag to cheer on others.

Thatโ€™s about it!

Have fun with your activities, whatever they may be!

Drawing, programming, dancing, cooking, make up, reading, languages, gardening, mastering high fives, sewing, astrophysics, vcr clock setting ...

#challengeyourself #challenge #Drawing #drawings #illustration #newyearsresolution #25minutes #xppen #clipstudiopaint #dailydrawing #ใ‚คใƒฉใ‚นใƒˆ #ใ‚ฏใƒชใƒƒใƒ—ใ‚นใ‚ฟใ‚ธใ‚ช #็ตต #็ตต็”ป #็ตตๆใใ•ใ‚“ใจ็น‹ใ‹ใ‚™ใ‚ŠใŸใ„ #drawingoftheday #ไธ€ๆ—ฅไธ€็ตต #art #digitalart #oc #ไธ€ๆฌกๅ‰ตไฝœ
๐Ÿšซโš–๏ธ Ah, Germany's #copyright geniuses have decided that blocking websites should now be a #courtroom drama! ๐ŸŽญ Because nothing screams efficiency like dragging judges into the #digital fray. ๐Ÿ“š๐Ÿ’ป Who knew copyright protection required so much #legal theater? ๐ŸŽฉ๐ŸŽŸ๏ธ
https://www.heise.de/en/news/Copyright-clearing-house-Committee-for-website-blocking-to-rely-on-judiciary-10490128.html #Germany #Drama #Theater #Rights #HackerNews #ngated
Copyright clearing house: Committee for website blocking to rely on judiciary

The private Internet Copyright Clearing House's DNS blocking requests will now be reviewed individually by courts before implementation.

heise online
Jack Nicholson and Tom Cruise face to face.
Can you name this 90s classic? ๐Ÿ‘€
#TheMovieQuoteOfTheDay #Cinema #Drama #Courtroom