that's now the "established pattern" the court wants to preserve. The system isn't broken by accident. It's designed this way. Understanding the game is the first step to winning it. #FathersRights #FamilyCourt #CustodyBattle #ParentalRights #SystemicBias #DadRights

6 months for a life? The system failed this community. Less then a mile from an elementary school, Mariska Nunn ran over Dean Chadbourne with her car and only gets 6 months in jail. This is a textbook example of a two-tiered justice system. #SystemicBias #DetroitLakes #EndDistractedDriving

Minnesota guidelines call for 4 YEARS in prison for killing someone while driving. Mariska Nunn got 6 MONTHS! I wonder how the County Attorney Brian McDonald and Judge Ole Tvedten picks and chooses who gets "rehabilitation" and who gets a cell? #TwoTieredJustice #SystemicBias

Law professor calls for 'evidence-based justice' to fix systemic assumptions in criminal system Adam Benferrado argued that many failures in the U.S. criminal justice system stem from incorrect assumptions about human behavior and urged reforms including blind evidence procedures, conviction integrity units, open files, and expanded empirical testing.

A law professor argues that the U.S. criminal justice system is built on flawed assumptions about human behavior, calling for bold reforms to ensure true justice for all victims.

Learn more here!

#US #JudicialAccountability #CitizenPortal #EvidenceBasedReform #SystemicBias

Public commenter reads national article alleging federal complaint over district diversity hiring goals A public commenter read a national news piece alleging the district faces a federal complaint claiming race-based hiring priorities in its strategic plan; the comment urged federal investigation and criticized district emphasis on DEI language.

A public commenter claims that the West Allis-West Milwaukee School District is under federal investigation for prioritizing diversity over qualifications in hiring, raising serious questions about their strategic plan.

Click to read more!

#WI #DiversityInEducation #SystemicBias #CitizenPortal

Female Engineers Have Redesigned the Speculum - Dualistic Unity Female engineers have redesigned the vaginal speculum to reduce pain, fear, and exam avoidance and the implications reach far beyond one medical tool.

Redesigning the speculum exposes a bigger pattern: whose pain is treated as acceptable collateral?

dualisticunity.com/female-engin...

#InvisiblePain #SystemicBias

Explore Unjust Laws and Their Lasting Impact — a look at how biased policies and flawed systems fuel wrongful convictions, inequality, and eroded trust in justice. Read: www.wyalusing-wes.com/unjust-crisi...

#UnjustLaws #JusticeReform #WrongfulConvictions #SystemicBias #WesSkillings #mustread

Santa Clara County conviction overturned for prejudiced actions - San José Spotlight A San Jose man was released from jail last week after state judges lambasted Santa Clara County prosecutors for using rap lyrics in an attempt to put him behind bars for more than a century.

📌 Practice Tips for RJA Litigators

✅ Challenge racialized use of music/creative works under § 745(a)

✅ Highlight prosecutorial framing in closing arguments

✅ Build appellate records challenging bias, even in older cases

More info & full text ⬇️

#CARJA #RacialJusticeAct #RJA #PC745 #SystemicBias

Santa Clara County conviction overturned for prejudiced actions - San José Spotlight A San Jose man was released from jail last week after state judges lambasted Santa Clara County prosecutors for using rap lyrics in an attempt to put him behind bars for more than a century.

🗣️ Chavez:

“I was attacked for where I grew up. The justice system is not fair. I would not have been here if it were.”

He continues advocating for RJA enforcement in Santa Clara County.

Stay updated at CA RJA Hub (link in account bio)

Full Text ⬇️

#CARJA #RacialJusticeAct #PC745 #SystemicBias

Santa Clara County conviction overturned for prejudiced actions - San José Spotlight A San Jose man was released from jail last week after state judges lambasted Santa Clara County prosecutors for using rap lyrics in an attempt to put him behind bars for more than a century.

🕊️ Chavez was released July 23, 2025.

He met his daughter for the first time.

He is now advocating for reforms and credit organizing by Silicon Valley De-Bug and support from grassroots communities.

More info & full text ⬇️

#CARJA #RacialJusticeAct #RJA #PC745 #SystemicBias #CaliforniaRJA

Santa Clara County conviction overturned for prejudiced actions - San José Spotlight A San Jose man was released from jail last week after state judges lambasted Santa Clara County prosecutors for using rap lyrics in an attempt to put him behind bars for more than a century.

Cultural Context ≠ Criminal Guilt

New laws (Evidence Code § 352.1) now limit the use of creative expression in criminal cases.

However, Chavez’s case highlights the legacy harm of such tactics before reforms were implemented.

More info & full text ⬇️

#CARJA #RacialJusticeAct #PC745 #SystemicBias

Santa Clara County conviction overturned for prejudiced actions - San José Spotlight A San Jose man was released from jail last week after state judges lambasted Santa Clara County prosecutors for using rap lyrics in an attempt to put him behind bars for more than a century.

🧑🏽‍💼 Public Defender Damon Silver:

“Labels like ‘gangs’ tap into deep fears & histories. They risk injustice.”

He commended the DA’s choice to dismiss the charges rather than retry.

More info & full text: sanjosespotlight.com/santa-clara-...

#RacialJusticeAct #RJA #PC745 #SystemicBias #CaRJA #CARJA

I asked #ai. "Are #texascourts less racist than state #government" The reply"Both the #Texas #courtsystem and the state #texasgovernment have faced significant scrutiny and reports of #racialdisparities & #systemicbias, making it difficult to definitively say one is"less racist" than the other";...

Santa Clara County conviction overturned for prejudiced actions - San José Spotlight A San Jose man was released from jail last week after state judges lambasted Santa Clara County prosecutors for using rap lyrics in an attempt to put him behind bars for more than a century.

🧑🏽‍⚖️ Appellate Court Ruling

The 6th District ruled the conviction prejudicial:

“It is reasonably probable the outcome… would have been more favorable to Chavez in the absence of the error.”

More info & full text below and at the CA RJA Hub (Link in Bio)

#RacialJusticeAct #RJA #PC745 #SystemicBias

🎤 Rap Lyrics as Evidence

The DA’s Office relied on a 2004 gang-themed rap Chavez helped record, but did not write or perform.

Lyrics were used in closing arguments to paint him as a gang member—even though the offenses occurred years later.

More info & full text below ⬇️

#RJA #PC745 #SystemicBias

Santa Clara County conviction overturned for prejudiced actions - San José Spotlight A San Jose man was released from jail last week after state judges lambasted Santa Clara County prosecutors for using rap lyrics in an attempt to put him behind bars for more than a century.

📍Case Overview

Chavez spent 13 years in prison after being convicted of gang-related crimes in a case the DA retried multiple times.

However, in 2024, the 6th DCA reversed its decision, finding that the “extremely inflammatory” use of lyrics had biased the jury.

#RJA #PC745 #SystemicBias #CARJA

Santa Clara County conviction overturned for prejudiced actions - San José Spotlight A San Jose man was released from jail last week after state judges lambasted Santa Clara County prosecutors for using rap lyrics in an attempt to put him behind bars for more than a century.

Santa Clara County Conviction Overturned Over Use of Rap Lyrics & Racial Bias Concerns

Hugo Chavez, sentenced to 105 years, is now free.

A CA appellate court reversed his conviction—citing prosecutorial prejudice and racialized use of rap lyrics.

More info & full text ⬇️

#RJA #PC745 #SystemicBias

But is it ALWAYS overt caste bias? 🤔 The article asks: Would they have faced this if NOT Dalit? Counterfactuals reveal the hidden layers. 👇 #SystemicBias #QuestionEverything

Trump DOJ is looking at ways to ban transgender Americans from owning guns, sources say | CNN Politics Senior Justice Department officials are weighing proposals to limit transgender people’s right to possess firearms, according to two officials familiar with the internal discussions.

One trans person commits a mass shooting and they want to limit our gun access, meanwhile cisgender people do it way more often and they’re all good.

#TransRights #LGBTQIA #GunControlDebate #EqualRights #SecondAmendment #Discrimination #SystemicBias #TransEquality

www.cnn.com/2025/09/04/p...

‘Doctors Are to Black Women What Police Are to Black Men’: Woman in Viral Video Sparks Debate on Medical Racism A young woman has sparked debate online after drawing an interesting parallel between police brutality against Black men and systemic bias in… The post ‘Doctors Are to Black Women What Police Are to Black Men’: Woman in Viral Video Sparks Debate on Medical Racism appeared first on Shine My Crown.

‘Doctors Are to Black Women What Police Are to Black Men’: Woman in Viral Video Sparks Debate on Medical Racism: A young woman has sparked debate online after drawing an interesting parallel between police brutality… #MedicalRacism #BlackWomen #SystemicBias #HealthcareInequality #PoliceBrutality

People who can afford better AI will have an advantage over those who don’t? Many people will get only a basic model that will lose in negotiations?

#SystemicBias

Systemic bias still affects how exams are designed and delivered.
Rogo’s Ethnic Minority Report explores the impact of cultural and language barriers - and how digital tools can help.


#SystemicBias #Exams #EthnicMinorities #LanguageBarriers #EAssessment

6/10 But success seems unlikely. Legal expert Irina Cerić studies injunction patterns: Industry applications against First Nations succeed 81% of the time.

Indigenous groups seeking injunctions? Just 18.5% success rate.
#SystemicBias

Doctor Shalair Armstrong urges Massachusetts lawmakers to pass House Bill 2177 for justice Doctor Shalair Armstrong testifies for House Bill 2177 to aid families of unsolved homicide victims.

Dr. Shalair Armstrong's heart-wrenching testimony reveals the painful reality faced by families of homicide victims, highlighting the urgent need for justice and systemic reform in Massachusetts.

Learn more here

#MA #CitizenPortal #JusticeReform #FamilySupport #SystemicBias

Margaret Hu's "Algorithmic Jim Crow" warns of systemic bias in immigration tech, echoing Trump's controversial "Muslim Ban" (2016–2018), which targeted predominantly Muslim nations under the guise of security. #AlgorithmicJimCrow #MuslimBan #SystemicBias #ImmigrationPolicy #CivilRights

to #Men who never experienced #abuse #assault #love-bombing #intimidation #walkingonstreets w keys in fingers #used/abused by #employers #family #men #systemicbias #harassed #littlegirlsseennotheard lost #Roe #bodyautonomy #homeless #poor #leeredatbymen #usedlooks literally to #survive #etc #STFU

Three young girls. One accused man. A case that shook Oklahoma—and remains unsolved.
In #Native Bidaské, attorney Gary Pitchlynn tells the story of how he defended Gene Leroy Hart.
A must-watch for anyone who cares about #truth, #justice, and the Native fight against #systemicbias.
🎬 Watch below

Ask yourself: If Ashli Babbitt had been Black, Muslim, or undocumented, would her family get $5 million and political martyrdom? Or would they be vilified and ignored? You already know the answer.
#DoubleStandard #SystemicBias #JusticeIsn’tBlind

You can survive systems that failed you, carry others, build with nothing, and still be passed over for someone who just played the game right.

#DEI #SystemicBias #NeurodivergentInTech #HRfailures

"Side-by-side image showing refugee inequity: Left panel features a Middle Eastern interpreter in military gear beside a U.S. soldier—caption reads 'Helped U.S. Troops, Waiting 7+ Years.' Right panel shows a smiling white South African family at Dulles Airport—caption reads 'Knows Elon, Got Citizenship Yesterday.' Bold top headline reads 'Land of the Free (If You’re the Right Shade).' Bottom hashtags: #AirGrift59 #RefugeesNotRacists."

Trump’s refugee policy: deny safety to allies who bled for the U.S., but roll out the red carpet for apartheid heirs on a taxpayer-funded flight. Bishop said nope. So should we.
#AirGrift59 #SystemicBias #ElonMusk #ApartheidAirlines #MAGAImmigration