A Toronto man has been acquitted of a choking attack on a young girl after a judge ruled that he had been under the influence of marijuana and said that the attack was due to a "psychotic episode." During the attack, he invoked Allah, according to court documents. Ahmed Baig pleaded not guilty to assault causing bodily harm and assault by choking after an August 2023 attack in which he left his home wearing only a towel after vaping cannabis. The towel fell off and he started chasing a family that he encountered in the driveway. "He ran into the driveway and picked up a seven-year-old girl. He threw her to the ground, punched her and strangled her. He then abruptly left the driveway, and a short time later was arrested by police. At the time of arrest, he wore only a T-shirt," Justice Mara Greene wrote, recounting the incident. read more
Data shows small businesses lost hundreds of millions of dollars in revenue during Operation Metro Surge. A Hennepin County program launched to help them ended up shutting down. Nearly half of the applications for taxpayer-funded recovery money were fake. "We caught the fraud before we spent any money," Hennepin County Commissioner Jeffrey Lunde said. Lunde says it was an unfortunate win. In March 2026, Hennepin County Commissioners approved $2 million to help small businesses cover rent or mortgage payments as Operation Metro Surge kept customers away. read more
BURLINGAME: The California Teachers Association, today, filed a lawsuit against the withholding of nearly $6 billion in constitutionally guaranteed Prop. 98 funding from California public schools in the 2025-2026 and 2024-25 school years. These funds were guaranteed to public schools through Prop. 98, enshrined in the California constitution for nearly 40 years. read more
A federal appellate court has upheld a decision allowing Hamtramck to ban Pride flags on city-owned property. The ruling, issued Aug. 21 by the 6th Circuit Court of Appeals, affirmed the Sept. 2025 dismissal by the U.S. District Court for the Eastern District of Michigan of a challenge to Hamtramck's 2023 ban on flying Pride and other group flags on city-owned flagpoles. The court held that even assuming the poles had previously been a forum for private speech, the city is permitted to change the purpose of that forum and restrict the poles to specified flags, making the display government speech. read more
A judge sentenced a former forensic analyst for the Colorado Bureau of Investigation to 10 years in prison on Tuesday after authorities said her manipulation of DNA data raised questions about the validity of hundreds of criminal cases. read more
This just another way of saying you compressed the algorithm after a data center did all the heavy lifting, right?
#25 | Posted by sentinel at 2026-09-20 09:04 PM | Reply
No.
#33 | POSTED BY SITZKRIEG
Its called transfer learning, and the biggest version of RNFM so far is training on UH Carya Cluster which is very powerful but definitely not data center scale.
#34 | POSTED BY SITZKRIEG
Somewhat confusing. You describe distilling in #22, then call it transfer learning which is different, typically a little model size increase, distillation is part of the techniques use to compress and optimize models. Similar processes different inputs.
This is your datacenter -> near edge (1st tier)-> far edge pipeline (2nd tier).
Typically you start with a large model distill it, the use the distillation to create similar or transfer models from the "teacher".
Its fair to call Carya Cluster is a data center and distillation as compression.
While recursive self-improvement trapped inside a closed silicon loop inevitably plateaus, bringing humans into the loop changes the equation. Human-AI collaboration injects outside perspective, physical agency, and unstructured intuition into the system, directly tackling the core bottlenecks.
At a theoretical level all of this takes time to happen. Think of how long it takes a human to accomplish what it knows/learns. It requires feedback and often alot of it over a long period of time. Continual learning systems are very prone catastrophic forgetting, there's an architectural issue that needs to be addressed for this to be corrected. The problem currently is we don't understand how LLMS do what they do. How they compress information, and how the decompression occurs we just know its efficient.
Here's a great introduction to the idea of compression as intelligences.
youtu.be
Courts have ruled that official presidential communication spaces"such as government-operated public social media accounts or official press access areas"can be designated public forums where the President cannot exclude individuals or silence critics based on their viewpoints
Interesting ...
Almost as bad as 442 White House credentials pulled.
The memo also gives President Joe Biden's press team greater power to expel journalists who don't "act in a professional manner." Ateba regularly sparred with White House press secretary Karine Jean-Pierre, leading to stories in The New York Times, The Washington Post, and an appearance on the now-canceled "Tucker Carlson Tonight."
washingtonstand.com
I think Trump is just articulating they aren't acting in a "professional manner", see how it works. You Lumpers ignored this when Biden is President, then get all worked out when Trump uses them against you. I have no sympathy for this pathetic pity party

This is interesting, I figured since parochial that Kentucky had many political powerful families.
Patronage Politics in Eastern Kentucky: The Turner Family of Breathitt County
uknowledge.uky.edu
There are even "bourbon boss families" or dynasties, ending around 1970, that go back to prohibition days.
Interesting State, I didn't visit her, on my adventures back east, perhaps next time.