The Susan Collins' Guide to Trump 2.0.
"He's learned his lesson."
"He'll be more cautious."
"I'm concerned."
"Secretary Noem promised it's over."
Howβs that working out for Maine?
@lewiston.bsky.social
Uncovering Patterns, Shaping Solutions The Lewiston Institute is dedicated to analyzing mass gun violence and violent crime, focusing on forecasting mass shootings. Using advanced analytics, we work to anticipate and mitigate future threats.
The Susan Collins' Guide to Trump 2.0.
"He's learned his lesson."
"He'll be more cautious."
"I'm concerned."
"Secretary Noem promised it's over."
Howβs that working out for Maine?
This means that the agent was involved in one of two previous incidents in the Chicago area during "Operation Midway Blitz" that DHS also classified as a vehicle-as-a-weapon incident, involving either Marimar Martinez, who was injured (lived), or Silverio Villegas GonzΓ‘lez, who was killed.
08.01.2026 16:07 β π 10 π 5 π¬ 0 π 0
Did anyone else catch this part?
Homeland Security Secretary Kristi Noem defended the actions of the ICE agent who fatally shot Renee Nicole Good (a U.S. citizen) in Minneapolis and also said the agent involved was also involved in a prior incident where a vehicle was used as a weapon.
Today marks two years since the Lewiston Maine mass shootings.
We remember the 18 lives lost and the 13 wounded who endured unimaginable trauma.
Our hearts are with the families and community members who continue to carry this heavy loss.
#LewistonStrong #NeverForget
The Supreme Court just turned away Alex Jones' effort to block the $1.5 billion judgment, allowing The Onion to turn Infowars into a parody of itself. The man who spent years calling tragedy fake news might soon have his website run by actual satirists. What a shame.
www.nbcnews.com/politics/sup...
So, if data can reveal these hidden patterns, what responsibility do we have to act on them before the next tragedy occurs?
12.10.2025 15:06 β π 1 π 0 π¬ 0 π 0Even with limited data, the model has achieved measurable accuracy, identifying high-risk periods months in advance. It proves that what weβve long considered βrareβ may simply be what we havenβt yet learned to recognize.
12.10.2025 15:06 β π 1 π 0 π¬ 1 π 0At the Lewiston Institute, we took that challenge seriously. Our system, SentinelForecast360, uses patterns found in environmental and temporal factors β not human profiling β to forecast when and where mass shootings are most likely to occur.
12.10.2025 15:06 β π 1 π 0 π¬ 1 π 0The National Institute of Justice has long noted that the real challenge isnβt a lack of desire to understand these tragedies, but a lack of consistent data. Explaining, βThe research community must develop a strategy to source, code, check, and analyze the data surrounding rare violent incidents.β
12.10.2025 15:06 β π 1 π 0 π¬ 1 π 0Experts describe mass shootings as βrare eventsβ β the kind that data scientists call outliers, and policymakers label βimpossible to foresee.β
12.10.2025 15:06 β π 1 π 0 π¬ 1 π 0
What if mass shootings arenβt as random or unpredictable as we think?
Source: [National Institute of Justice](nij.ojp.gov/topics/artic...)
Closing Question: If predictive modeling can be designed to protect lives without bias, shouldnβt we explore how to use it responsibly?
11.10.2025 22:07 β π 1 π 0 π¬ 0 π 0By removing demographic and socioeconomic variables, SentinelForecast360 avoids the pitfalls of biased policing models and instead provides ethical, data-driven foresight designed to protect communities, not profile them.
11.10.2025 22:07 β π 1 π 0 π¬ 1 π 0It uses objective, non-identifiable data such as environmental conditions, temporal patterns, and historical incidents to identify when and where risk is statistically highest.
11.10.2025 22:07 β π 1 π 0 π¬ 1 π 0At the Lewiston Institute, our approach is different. SentinelForecast360 focuses exclusively on forecasting mass shooting risksβnot individual behavior.
11.10.2025 22:07 β π 1 π 0 π¬ 1 π 0The Brennan Center for Justice cautions that many predictive policing algorithms amplify existing systemic biases, noting that these systems βuse algorithms to analyze massive amounts of information in order to predict and help prevent potential future crimes.β
11.10.2025 22:07 β π 1 π 0 π¬ 1 π 0
Can Predictive Modeling in Public Safety work ethically without reinforcing economical or racial bias?
www.brennancenter.org/our-work/res...
Youβre absolutely right that predictive technology can be dangerous in the wrong hands. But when built ethically and transparently, it can also empower communities and policymakers to act before lives are lost β without violating anyoneβs civil rights.
11.10.2025 02:14 β π 3 π 0 π¬ 1 π 0Unlike mass surveillance systems or βpre-crimeβ units, our model doesnβt monitor individuals or use personal data. It analyzes environmental and behavioral patterns drawn from open-source incident data to identify where conditions for violence are statistically forming β not who will commit it.
11.10.2025 02:14 β π 3 π 0 π¬ 1 π 0You raise a valid point β much of todayβs AI is profit-driven, designed to serve corporate or political interests rather than public safety or human rights. Thatβs one of the biggest reasons I built SentinelForecast360 independently.
11.10.2025 02:14 β π 2 π 0 π¬ 1 π 06οΈβ£ Closing Question: If AI can detect patterns that signal risk before tragedy strikes, should we not use it to save lives?
11.10.2025 01:18 β π 1 π 0 π¬ 0 π 05οΈβ£ This shows that while AI may not βthinkβ like humans, it can reveal patterns invisible to us, giving communities and law enforcement actionable foresight.
11.10.2025 01:18 β π 1 π 0 π¬ 1 π 04οΈβ£ In 2025, SentinelForecast360 identified April and August as the highest-risk months for mass shootings in Los Angelesβand eight tracked incidents confirmed the forecast, achieving 76 percent predictive accuracy.
11.10.2025 01:18 β π 1 π 0 π¬ 1 π 03οΈβ£ At the Lewiston Institute, we challenged that assumption. Our AI system, SentinelForecast360, doesnβt try to predict human intentβit analyzes historical incidents, environmental conditions, and temporal patterns to forecast risk.
11.10.2025 01:18 β π 1 π 0 π¬ 1 π 02οΈβ£ Deutsch says: βa mere AI is incapable of having any such ideas, because the capacity for considering them has been designed out of its constitution.β
11.10.2025 01:18 β π 1 π 0 π¬ 1 π 0
1οΈβ£ Can AI Predict Mass Shootings?
David Deutsch, in Possible Minds: 25 Ways of Looking at AI, argues that AI lacks the creativity to predict complex human behaviors such as mass shootings.
Source: [Popular Mechanics](www.popularmechanics.com/technology/s...)
Trump didnβt win the Nobel Peace Prize, so now Republicans want Congress to just hand him one.
You know, like how toddlers get a sticker for trying their best.
www.mediaite.com/media/tv/huh...
It'll be messy!
09.10.2025 23:26 β π 0 π 0 π¬ 1 π 0
π¨ From Trumpβs Nobel Peace Prize nomination:
The man who 'ended 8 wars' β yet declared one on Americans β might soon start new wars in Canada, Mexico, or Greenland...
But not Norway. I mean, itβs not like you rigged the Peace Prizeβ¦ right!?
π€ What happens if he doesnβt win?
1οΈβ£ The Maine 'Amazon Ballot Box' Incident β Whatβs Really Going On?
A Newburgh, Maine woman allegedly received 250 absentee ballots in an Amazon box β the same day Ellsworth reported 250 missing.
Coincidence? Maybe not.
#Maine #Elections
wgme.com/news/local/a...