AI in Libby

Libby’s AI feature, called “Inspire Me,” is a generative AI-driven, opt-in discovery tool designed to help users find books and audiobooks from their local library. It uses user-selected prompts (e.g., “fast-paced mystery”) or existing tags to suggest five titles, focusing on items that are available to borrow immediately.


Key features of the “Inspire Me” AI tool:
Contextual Recommendations: The AI analyzes your library’s digital collection to provide personalized suggestions, explaining why each title fits your chosen “inspiration”.


Instant Availability: The tool prioritizes titles that are ready to check out, helping users avoid long waitlists.


Privacy-Focused: The AI does not receive personal details, user data, or full tag descriptions; it only uses the titles within your tags to generate recommendations.


Optional Usage: The feature is optional, allowing users to choose whether to engage with the AI to find new reads.
This tool was introduced in late 2025 as a way to enhance discovery, aimed at supplementing, not replacing, the curated, human-selected collections of local libraries.

Day 20,806

Blue collar boys here think it is a bad idea

Tuesday morning. Car inspection. The sacred Virginia ritual where you hand over keys and wait to be judged by a man with a flashlight.

The waiting room is the usual. Burnt coffee. A rack of ancient magazines. Fox News murmuring from a TV mounted too high, like it isn’ttrying hard to be heard.

But it is part of the conversation.

What surprises me is not that Fox is on. It is that every Bubba in the shop is watching it. And not nodding. Not cheering. Not repeating the talking points like call and response at a tent revival.

They are talking about Greenland.

Greenland.

One guy says it is beyond stupid. Not “politically unwise” or “bad optics.” Just stupid. Another says Greenland is NATO. Says they helped us fight Nazis back in WWII by letting us put a base there. Says you do not threaten people who literally let you park planes on their island while the world was on fire.

Someone else laughs and says at least 47 could make up a drug excuse to go after Venezuela, but everyone knows that would be about oil anyway. They are not buying the right wing media story of righteous deposits and noble intentions. Not even a little.

One of them says this will not go unnoticed by China and Russia. Says it like he is talking about a cracked engine block that is about to grenade on the highway. Then another voice, from behind a rack of tires, says what the hell does that old idiot think he is doing?

A different guy, not quiet and not subtle, says he got caught diddling kids and now he is trying to get people talking about anything else. Anything else at all.

Nobody challenges him. Nobody cheers either. It just lands in the room like a dropped wrench.

These are white guys. Blue collar. Mechanics. Between 35 and 65. The kind of guys the news always talks about like they are a single organism. I have no idea who they voted for. I am not going to ask. That would be weird. Also rude.

But I do know this. They do not sound like men waiting for marching orders. They do not sound like people eager to vote for anyone carrying his endorsement next time around. They sound tired. Practical. Annoyed. Like people who can spot a bad idea because they fix the consequences of bad ideas for a living.

Fox keeps talking. The inspection continues. Somewhere, a printer spits out paperwork.

And in this little waiting room in Virginia, the narrative cracks just enough to let in some air.

Seed 561118013545

Day 20,805 – seed 561117061540

I heard that ICE was kicked out of Macado’s last night. If true, good on Macado’s!

Remember, Businesses generally have the right to refuse service to anyone to protect staff and patrons, such as for disruptive behavior or safety concerns.

I cannot think of a bigger disruption or safety concern right now than these thugs in our towns.

Please, refuse them any service. They do not deserve our food, drink, climate controlled rooms,  bathrooms or any hospitality. Let them sit in the cold, outside, off of *any* private property.

#abolishice #iceout

Applies to everyone selling a service! No haircuts, no beer, no groceries, no time at the gun range.

Excavations in the Saltville Valley of southwestern Virginia have revealed rare, significant Late Pleistocene fossils of the giant short-faced bear (Arctodus simus), dating to approximately \(14,500\)–\(14,800\) years ago.

As the first carnivoran recorded there, these remains, including teeth and bones, demonstrate that this massive, top-tier predator scavenged on mammoths in the region, offering crucial evidence for the area’s paleoecology. 

Key Discovery: Researchers, including those from East Tennessee State University (ETSU), identified Arctodus simus remains in the Saltville Valley, a site known for its abundant Ice Age megafauna.

Evidence of Scavenging: The fossils, specifically dental and skeletal material, show that the short-faced bear fed on mammoth carcasses in the area. The find includes a mammoth heel bone, or calcaneus, with clear bite marks.

Significance: The Saltville Arctodus find is notable as one of the most eastern records for the species and provides a specific, direct radiocarbon date (approx. \(14,853\) BP) for their presence in the Appalachian Highlands.

The Predator: The giant short-faced bear was one of the largest terrestrial mammalian carnivores in North America, with a very powerful bite designed for bone-crushing and, likely, stealing carcasses from smaller predators.

Ongoing Research: The Saltville Valley continues to be a rich site for paleontological research, with the bear fossils contributing to a deeper understanding of the interactions between extinct species at the end of the Pleistocene epoch. 

The giant short-faced bear (Arctodus simus) went extinct around 11,000-12,500 years ago at the end of the Pleistocene epoch, likely due to a combination of factors including climate change, the disappearance of large prey animals like mammoths, increased competition with other bears (like brown bears), and potentially pressure from early humans, leading to an ecological collapse that their massive bodies couldn’t adapt to.

Day 20,801

ICE is terrible, and it can be stopped.

Virginia, it is our turn now. We are swearing in our new governor this weekend, a woman and a Democrat. These are both things that MAGA hates. As such, we have seen a rise in the number of ICE agents patrolling and seizing people. Document everything. Let your neighbors know if you see ICE. Be vigilant, be safe.

https://www.iceinmyarea.org/

Seed 561113025751

Day 20,799 big round numbers

I am rapidly approaching hour 500,000.

34.25 days from now, as of this writing.

Am I celebrating? I don’t know. Let’s see if I make it that long, first.

The idea of approaching 500,000 hours old lands differently than birthdays ever did. Years are abstract. Hours are intimate. Hours are what you actually live inside.

Five hundred thousand hours means there have been half a million chances to notice something or miss it entirely. Half a million opportunities to be kind, distracted, generous, petty, awake, asleep, or somewhere in between. It is a number large enough to feel mythic, but specific enough to feel accusatory.

Most of those hours were not dramatic. They were ordinary. Folding laundry. Waiting for software to update. Sitting in traffic, convinced you were late for something that now barely exists in memory. That is the uncomfortable truth of time: it is mostly made of beige moments. And yet those are the hours that add up. Those are the ones doing the real work.

Approaching 500,000 hours does not feel like running out of time so much as finally understanding the exchange rate. Hours turn into habits. Habits turn into days that feel familiar. Familiar days turn into a life that seems to have happened very quickly when you look back at it all at once.

There is a quiet relief in realizing how many hours survived you. The bad ones passed. The unbearable ones did not last forever. Even the best ones were temporary, which somehow makes them better instead of worse. Time takes everything, but it also carries you through things you could not have crossed on your own.

Five hundred thousand hours is not a trophy. It is not an achievement. It is evidence. Evidence that you stayed. That you endured boredom and heartbreak and repetition and still kept showing up for the next hour, and the next.

If there is anything to do with the hours ahead, it is probably this: notice them a little more often. Spend fewer of them pretending there will always be more. And forgive yourself for the ones you wasted, because wasting time is one of the most human ways to prove you were alive at all.

One day, maybe I will become a lich. Unlikely.

https://svonberg.org/wp-content/uploads/2026/01/time3.html

The Death of Renee Nicole Good: Why ICE is a Failed Experiment That Must End

The killing of Renee Nicole Good (often cited as Rose Nicole Good) on January 7, 2026, has become a flashpoint in the ongoing debate over the necessity and conduct of U.S. Immigration and Customs Enforcement (ICE). For critics, her death is not an isolated tragedy but a systemic symptom of an agency that has become hyper-militarized, unaccountable, and fundamentally flawed.


The Minneapolis Shooting: A Catalyst for Outcry

On a snowy Wednesday morning in Minneapolis, Renee Nicole Good—a 37-year-old U.S. citizen and mother of three—was shot and killed by an ICE agent. The Department of Homeland Security (DHS) quickly characterized the incident as an act of self-defense, alleging that Good “weaponized her vehicle” against agents.

However, eyewitness accounts and bystander videos paint a different picture: one of a legal observer and community member caught in the middle of a high-tension “surge” operation. Local leaders, including the Minneapolis Mayor, have described the shooting as reckless, noting that Good had no criminal record and was simply driving in her own neighborhood.

The immediate withdrawal of the Minnesota Bureau of Criminal Apprehension from the investigation—citing federal restrictions on access to evidence—has only deepened the perception that ICE operates within a vacuum of accountability.

A Pattern of Lethal Failure

The death of Renee Nicole Good is viewed by many as the “tip of the spear” of a broader institutional collapse. Critics argue that ICE’s current structure is inherently prone to tragedy for several reasons:

  • The Deadliest Year on Record: The year 2025 was the deadliest for ICE since 2004, with 32 confirmed deaths in custody. This spike in mortality coincides with a “hyper-militarized” approach to enforcement and a massive surge in the detained population.
  • Systematic Medical Neglect: Investigations by the U.S. Senate and human rights organizations have uncovered harrowing evidence of neglect. A 2024 report by the ACLU and Physicians for Human Rights found that 95% of deaths in ICE detention were preventable had adequate medical care been provided.
  • Lack of Oversight and Impunity: ICE’s oversight mechanisms are often described as “internal and toothless.” By utilizing private, for-profit contractors for 90% of its detention capacity, the agency creates a layer of separation that complicates legal accountability.

Sources and Linkable Citations

The Minneapolis Incident (Jan 2026)

Systemic Neglect & Mortality Data

Legal & Policy Critiques

A documented analysis of the systemic failures within U.S. Immigration and Customs Enforcement, detailing the human cost of lethal neglect and the risks posed to American citizens.

Training Failures & Oversight Gaps

  • Inadequate Constitutional Training: Reports from the ACLU and legal watchdogs highlight a consistent failure to train agents on Fourth Amendment protections, leading to warrantless entries and coerced consent.
  • Contractor Disparities: The DHS Office of Inspector General (OIG) has found that private contractors (e.g., CoreCivic, GEO Group) often operate with significantly lower training standards than federal employees, leading to hazardous conditions.
  • Identification Errors: Poor training in complex naturalization laws causes agents to routinely misidentify and unlawfully detain individuals with valid U.S. citizenship.

Risks to American Citizens

  • Wrongful Detainers: Between 2008 and 2021, thousands of U.S. citizens were flagged for deportation due to clerical errors and inadequate verification processes. Some citizens have been held for over 1,000 days in detention.
  • Public Safety Erosion: Many local law enforcement officials report that aggressive ICE tactics destroy community trust, discouraging victims and witnesses from reporting local crimes, thereby making neighborhoods less safe for everyone.
  • Economic Destabilization: Raids in public spaces create high-stress environments that impact local businesses and disrupt community economic networks.

Lethal Neglect & Custodial Deaths

  • Rising Fatality Rates: Since 2004, over 200 deaths have been recorded in ICE custody. Independent reviews by Human Rights Watch cite “substandard medical care” as a contributing factor in many of these fatalities.
  • Mental Health Crises: Investigative reports reveal a pattern of using solitary confinement to manage detainees with mental illness, a practice linked to multiple preventable suicides.
  • Pandemic Response: During COVID-19, the refusal to release non-violent detainees and the failure to implement social distancing led to massive, avoidable outbreaks and deaths.

Personnel Crimes & Misconduct

  • Sexual Abuse Complaints: Internal data analyzed by The Intercept shows over 1,200 complaints of sexual abuse filed between 2010 and 2017, with a shockingly low rate of prosecution.
  • Systemic Corruption: Hundreds of agency employees have been arrested or convicted for crimes including bribery, drug trafficking, and smuggling over the last decade.
  • Abuse of Force: Watchdogs have documented the use of chemical agents and physical restraints as punishment for non-violent protests or hunger strikes within detention facilities.

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