
u/Fcking_Chuck

Marek Olšák's 19 latest patches further optimizing RADV & ACO
phoronix.comRetired LAPD detective arrested for 1994 Ventura County sexual assault and robbery case
"A sexual assault case involving a former Los Angeles police detective has been reopened in Ventura County, with the victim waiting more than three decades for justice.
She only wants to be identified by the initials SW and said that in 1994 she was 'brutalized by a man I didn't know.'
SW says that 77-year-old Michael Brambles, a former LAPD detective, sexually assaulted her in 1994 when she ran a gift shop in Thousand Oaks -- that's where the alleged rape and armed robbery happened.
'On April 19, 1994, Brambles is accused of entering Arabella Boutique...as SW was closing the business. Brambles allegedly pointed a handgun at SW, forced her into a backroom, tied her hands behind her back and sexually assaulted her,' said the Ventura County District Attorney's Office in a statement. 'Brambles then allegedly stole property from the business.'
Brambles was a star detective for the LAPD for 23 years and retired in 1994. Shortly after, in 1996, he was sentenced to 102 years in state prison on more than 2 dozen counts that included rape and robbery in L.A. County.
According to the Ventura County District Attorney's Office, not long after retiring from the LAPD, Brambles allegedly kidnapped and raped SW But her case was dropped after L.A. County's conviction.
However, in 2020 Brambles was released from prison.
'It was discovered that Brambles had been released from custody approximately 6 years under elder parole laws,' said Ventura County Sheriff James Fryhoff.
So SW's case was reopened. DNA evidence connected Brambles to her case.
'The criminal complaint alleges that Brambles kidnapped SW for the purpose of committing a robbery. While personally using a firearm during the commission of that alleged offense,' said Ventura County District Attorney Erik Nasarenko.
The complaint also alleges several aggravating circumstances, including that the crime involved great violence, the victim was particularly vulnerable, the manner in which the crime was carried out indicated 'planning, sophistication or professionalism, and that Brambles engaged in violent conduct indicating a serious danger to society.'
Brambles was initially considered a suspect in SW's case. However, after his 1996 conviction, SW agreed to drop her case. Now, she is pleased that the case is finally progressing.
'I am thankful to have this opportunity to seek justice for myself and for his other victims. I am here for the other victims of sexual assault to let them know they are not alone,' she said.
Brambles was arrested at his home in Santa Maria on Wednesday. He remains in custody in Santa Barbara County Jail with his bail set at $2 million. If convicted of all counts, he faces 12 years to life in prison.
Anyone who believes they may have been a victim of Brambles in a previously unreported crime is urged to call D.A. Investigator Mike McManama at 805-477-1652." - ABC7 Los Angeles
Ventura County man who murdered mother found not guilty by reason of insanity
"A Ventura County man who murdered his mother and threw her dismembered remains in a dumpster was found not guilty of the killing by reason of insanity.
David Hoetzlein, 29, of Camarillo, admitted to strangling and killing his mother, Tomoko Hoetzlein, 62, in their Camarillo home in 2022, the Ventura County District Attorney’s Office said.
On June 3, 2022, Ventura County deputies responded to the area of Townsite Promenade after a man searching a dumpster for recyclables discovered human remains.
Detectives and the Medical Examiner’s office confirmed the body parts belonged to a woman. She was later identified as Tomoko.
Further investigation revealed that David had strangled and killed Tomoko before dismembering her and tossing her remains in the dumpster outside the apartment they shared, court documents said.
Prosecutors said David had a lengthy, documented history of severe mental illness.
In the days leading up to the killing, David was released from the Vista del Mar psychiatric hospital and his mother was trying to get him readmitted. She had written to the hospital, contacted his caseworker and reported the incident to law enforcement, but David was not readmitted.
In July 2023, David’s sister, Mao Cardenas, filed a federal lawsuit against the hospital, alleging wrongful death, civil rights violations and neglect, the Ventura County Star reported.
The suit alleged that despite objections from family members and David’s primary psychiatrist, the facility released David on May 31, 2022, with an incorrect diagnosis and prescription which put his mother’s life at risk.
According to the complaint, Tomoko had requested the sheriff’s office place David on a mental health hold after he allegedly stole her car and battered her, but deputies determined he did not meet the requirements.
In May 2024, after Hoetzlein was found incompetent to stand trial due to mental health issues, a judge eventually determined that he was capable of understanding court proceedings and assisting in his own defense, the VC Star reported.
On Jan. 22, 2026, he admitted to strangling and killing his mother, but pleaded not guilty by reason of insanity to one count of second-degree murder.
On Aug. 13, 2026, the DA’s Office announced that David was found not guilty by reason of insanity." - KTLA 5 News
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nbcnews.comSouthern California man sentenced to prison for stabbing girlfriend to death in front of her children
"A Ventura County man was sentenced to prison for stabbing his girlfriend to death in front of her children.
Ramon Joseph Rivas, 36, of Simi Valley, was sentenced to 51 years to life for the stabbing death of Jessica Marie Tinoco, 34.
On Sept. 27, 2024, Simi Valley Police Department officers responded to a reported stabbing incident at an apartment the couple shared.
When officers arrived, they saw Rivas exit the home shirtless and with blood on his upper torso. He was swiftly taken into custody.
Police entered the apartment and found Tinoco lying near the front door, suffering from multiple stab wounds to her face, abdomen and arms.
They also found a bent and bloody steak knife on the living room floor, along with blood throughout the residence, court documents said. The woman was transported to Los Robles Hospital, where she was pronounced dead.
The deadly stabbing occurred in front of Tinoco’s five children, prosecutors said
. . .
On May 20, 2026, Rivas pleaded guilty to one count of second-degree murder and admitted to 10 special allegations, including that the victim was vulnerable, that he used a deadly weapon, the crime involved great violence and that he had prior strikes.
On Aug. 7, 2026, Rivas was sentenced to 51 years-to-life in prison." - KTLA 5 News
New Democratic bill would tax AI companies to create jobs
nbcnews.comVentura County teens targeted in growing online sextortion scheme
"The Ventura County Sheriff’s Office is warning parents and teens about a growing online crime known as sextortion.
The scam is increasingly targeting young people through social media platforms, messaging apps and online gaming, the Sheriff’s Office stated, citing information from the Thousand Oaks Police Department.
Police said scammers gain a minor’s trust by posing as teenagers or young adults, then convince victims to send explicit photographs or videos.
Once they receive the images, suspects demand money and threaten to send the content to the victim’s family members, friends or classmates, or post it publicly if they are not paid.
'Victims often experience overwhelming fear, embarrassment and anxiety,' authorities said. 'Unfortunately, sending money rarely ends the extortion. In many cases, the suspect simply demands additional payments or continues making threats.'
Parents are encouraged to:
- Talk regularly with their children about online activity.
- Remind them never to send nude or explicit images, even to someone they believe they know or trust.
- Discuss the dangers of communicating with strangers online.
- Encourage children to immediately report threats or uncomfortable interactions without fear of punishment.
Teens should remember:
- Never send intimate photos or videos to anyone.
- Be cautious of anyone who quickly asks to move conversations to private messaging apps or requests explicit images.
- If someone threatens you or demands money, do not pay them.
- Stop communicating with the individual, preserve screenshots and messages as evidence, and tell a trusted adult immediately.
If you or your child becomes a victim of sextortion:
- Stop all communication with the suspect.
- Do not send money or additional images.
- Save screenshots, usernames, messages and any payment requests.
- Report the incident to local law enforcement as soon as possible.
'Teens should understand that anyone they meet online may not be who they claim to be and that, once an image is shared electronically, it can be impossible to control where it goes,' police said." - KTLA 5 News
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audacy.comCloudflare announces open-source Cloudflare OS as AI "operating system"
phoronix.comFirefighters battle Thousand Oaks brush fire
"Firefighters quickly stopped the forward progress of a brush fire that burned in Thousand Oaks on Sunday.
The Kanan Fire broke out sometime before 2:15 p.m. in the foothills near the North Ranch Open Space. The blaze ran south, prompting first responders to station at Featherwood Street and Brunston Court to protect nearby homes.
By 3 p.m., crews successfully halted the forward progress of the blaze. It's unclear what caused the fire.
The fire comes as increased temperatures made for a heat wave in the Southland." - NBC Los Angeles
Follow VC Emergency for updates.
Mail carrier steals winning Florida lotto ticket meant to help cover funeral expenses: officials
wfla.comSouthern California man accused of stabbing elderly stepfather with butcher knife
"A Ventura County man was arrested for allegedly attacking his elderly stepfather with a butcher knife.
The Ventura County Sheriff’s Office identified the suspect as Chad Nelson, 40, of Oak Park.
On July 30, deputies were called to an assault at a home on the 5900 block of East Sunny Vista Avenue in Oak Park around 8 p.m. A woman told deputies that her adult son was attacking her husband with a knife.
Investigators said Nelson reportedly became enraged at his 70-year-old mother and 80-year-old stepfather after a family discussion.
He is accused of grabbing an approximately 10-inch butcher knife from the kitchen before walking towards the stepfather and attacking him with the knife.
Authorities arrived at the home and found the victim lying on the living room floor bleeding from multiple injuries as Nelson stood over him.
Deputies immediately detained Nelson. The elderly man was transported to the hospital with multiple non-life-threatening injuries." - KTLA 5 News
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nbcnews.comLAPD officer who recorded racist comments charged with felony
latimes.comPatches posted to improve Linux media acceleration on Intel Alchemist GPUs
phoronix.comUsing non-standard punctuation marks to improve token efficiency and tonal accuracy
I saw a video recently about a man teaching viewers how to draw various punctuation marks that are hardly ever used anymore. These include the interrobang (‽), irony mark (⸮), and the authority mark, among others.
After watching the video, I started to wonder if there could be a practical use for these non-standard marks. While rare in modern literature, they allow written language to convey a highly specific tone. Generating an appropriate response with the intended tone usually requires lengthy system prompts or meta-commentary, which eats up valuable context window on very limited system resources.
What if we repurposed these archaic, rare marks as single-token tonal metadata? Instead of writing an expensive block of text in a character card or system prompt to ensure sarcasm, a single irony mark could do the heavy lifting.
Obviously, there are hurdles... Many of these marks are so uncommon that they would require an updated character encoding standard, and JSONL datasets would need to be updated to include them. Even so, I believe that reviving these punctuation marks could be an answer to token bloat and tonal steering.
Has anyone here experimented with training a model on obscure unicode characters to force specific output styles?