x01a Research Archives

Blurb:

As agentic AI workflows multiply the cost and latency of long reasoning chains, a team from the University of Maryland, Lawrence Livermore National Labs, Columbia University and TogetherAI has found a way to bake 3x throughput gains directly into a model’s weights.

Unlike speculative decoding, which requires a separate drafting model, this approach requires no additional infrastructure — just a single special token added to the model’s existing architecture.

Blurb:

We’re not sure what the actual flex is for Courier Newsroom — a literal fake news organization heavily financed by the George Soros empire — to be co-hosting a supposed rebuttal to President Trump’s upcoming State of the Union address aimed at “bring[ing] together elected officials, cultural figures, journalists, veterans, and organizers for a live counter-address focused on defying Donald Trump’s abuses of power[.]”

Last week, the radical leftist anti-Trump group DEFIANCE.ORG put out a press release boasting of its supposedly star-studded speaker lineup for its boycott titled, “STATE OF THE SWAMP: The Rebuttal to the State of the Union.”

Blurb:

Mexico is awash in violence. And the country’s stringent gun control laws aren’t helping.

On Feb. 22, the Mexican military carried out an operation that killed Nemesio Oseguera Cervantes, nicknamed “El Mencho,” the leader of the Jalisco New Generation Cartel (CJNG). Mexican armed forces were reportedly trained by a small cadre of U.S. Navy SEALs who entered the country on a “training mission” approved by Mexico’s Senate.

CJNG responded to El Mencho’s death with wanton violence. The cartel murdered no fewer than 25 Mexican National Guard members and set up no fewer than 250 roadblocks. Schools were closed, and flights at airports were grounded. Dozens of buildings were burned. The savagery spanned multiple jurisdictions. By day’s end, at least 60 people had been slaughtered.

Blurb:

Last month, the Trump administration signed the Whole Milk for Healthy Kids Act, which focused on replacing processed, low-fat substitutes with real food like whole milk. It was championed by dairy farmers and MAHA proponents alike as a much-needed change to American dietary guidelines.

But the Democrats, forever driven by their deep-seated Trump Derangement Syndrome, have decided whole milk is problematic. Why? Well according to Rep. Maxine Dexter of Oregon, the push to serve kids whole milk is “white supremacy dog whistling.”

Blurb:

Occasional California Governor Gavin Newsom, who keeps turning up anywhere but California, has continued his highly calculated descent into vulgar and insulting behavior this week. The performance still has the awkwardness of the first week of acting school. It’s like watching a character play a character, many times removed from an identifiable real person. Whatever he’s doing, he’s definitely pretending.

If you’ve missed it, Newsom is back to doing subtext-heavy locker room kneepad jokes like the one he did in Davos, and he’s bragging to audiences that he’s stupid like them, “a 960 SAT guy.” He’s playing a towel-snapper, a mean jock, not above hard words or a fist fight. His relentlessly horrible director of communications got in on the act, responding to questions from a journalist like this:

Blurb:

A day after the Mexican Army killed Jalisco New Generation Cartel (CJNG) leader Nemesio “El Mencho” Oseguera Cervantes in an operation in Jalisco, U.S. President Donald Trump called on Mexico to do even more to combat criminal organizations.

“Mexico must step up their effort on Cartels and Drugs!” Trump wrote on social media, reiterating a message he has conveyed on numerous previous occasions.

While the U.S. president didn’t explicitly refer to the operation that resulted in the death of Oseguera, other U.S. government officials did. Here is what they said.

Blurb:

 

Geometric marks carved into Paleolithic tools and figurines were not random decoration. A new computational analysis shows that Ice Age humans used these repeated sequences of dots, lines, and notches to encode information.

Published in Proceedings of the National Academy of Sciences, researchers examined more than 3,000 signs found on 260 objects dating between 34,000 and 45,000 years ago and found that the sequences follow consistent statistical patterns. Their informational structure is comparable to early proto-cuneiform tablets (some of the earliest known writing records from ancient Mesopotamia) — not because they represent spoken language, but because they share similar levels of repetition and predictability.

Blurb:

Key Takeaways

  • Arcadia University has introduced a Racism and Antiracism Studies Minor aimed at training students in antiracist advocacy and action, reinforcing its commitment to diversity and inclusion.
  • The minor requires students to complete 20 credits that explore various dimensions of race, racism, and advocacy strategies.
  • Critics argue that DEI courses promote ideological conformity and reverse discrimination, suggesting that higher education should focus on critical thinking rather than prescriptive ideologies.

Blurb:

A remarkably complete skeleton uncovered along the UK’s Jurassic Coast has been identified as a previously unknown species of ichthyosaur — a group of prehistoric marine reptiles that once dominated the world’s oceans.

The dolphin-sized creature, named Xiphodracon goldencapensis and nicknamed the “Sword Dragon of Dorset,” is the only known specimen of its species. Its discovery helps close a major gap in the fossil record and offers new insight into ichthyosaur evolution.

For more than two centuries, the Jurassic Coast has yielded thousands of ichthyosaur fossils, ever since pioneering fossil hunter Mary Anning began making historic finds there. However, this marks the first new genus of Early Jurassic ichthyosaur described from the region in more than 100 years.

Blurb:

LONDON — British comedian Russell Brand pleaded not guilty on Tuesday to new counts of rape and sexual assault.

Brand, who was already facing similar charges involving four women, denied the new charges in Southwark Crown Court. The alleged offenses took place in 2009, the Crown Prosecution Service said.

Brand, 50, was charged in April with two counts of rape, two counts of sexual assault and one count of indecent assault. Prosecutors said those offenses involving four women took place between 1999 and 2005 — one in the English seaside town of Bournemouth and three in London. Brand pleaded not guilty to those charges in a London court earlier this year.

Blurb:

Israel’s Prime Minister Benjamin Netanyahu warned Monday that the Iranian regime would face “a force they cannot even imagine” should it attack the Jewish state, as U.S. refueling and cargo aircraft landed at Ben Gurion Airport and an American carrier strike group advanced toward the eastern Mediterranean amid escalating regional tensions.

Addressing the Knesset — Israel’s parliament — during a special debate, Netanyahu said the country is navigating “very complex and challenging days,” cautioning that “no one knows what tomorrow will bring.”

He said he had conveyed a direct message to Tehran: if it makes “perhaps the most serious mistake in its history” and strikes Israel, the response will be overwhelming.

Blurb:

While congressional Democrats rail against a voter verification bill they claim is “voter suppression,” their rising socialist star is demanding multiple forms of identification to shovel snow.

New York City Mayor Zohran Mamdani put a call out for help as a powerful snowstorm pummelled the Big Apple. His Sanitation Department is recruiting temporary workers to shovel out the city.

Applicants can earn up to $28.71 per hour, but to get the gig they have to show some ID, Fox News reported. That includes two photos, two original forms of identification and copies, and their Social Security card.

Blurb:

  • Are you a Canadian in Puerto Vallarta right now? Reach out to us at shareyourstory@globalnews.ca with information on what you are experiencing and how we can get in touch with you.

There are currently more than 26,000 Canadians registered in Mexico as cartel violence hits the popular tourist area of Puerto Vallarta — and no plans for military or consular flights to assist Canadians getting out, Foreign Affairs Minister Anita Anand said.

Anand said the federal government is working on plans to “assist,” but did not share further details and said Mexican authorities have told her that they expect the situation to “normalize.”

Blurb:

Sometimes, fact really is stranger — and much more macabre — than fiction.

In a stunning development for a Utah mom and children’s book author, she’s now being accused of heinously murdering her own husband for profit.

According to the Associated Press, 35-year-old Kouri Richins had written a children’s book about grief following the death of her husband.

In May 2023, Richins had self-published the illustrated children’s book “Are You With Me?” which follows a father with angel wings looking after his young son after passing away.

Blurb:

Editor’s note: This is a lightly edited transcript of a segment from today’s edition of “Victor Davis Hanson: In His Own Words” from Daily Signal Senior Contributor Victor Davis Hanson. Subscribe to Hanson’s own YouTube channel to watch past episodes.

Hello, this is Victor Davis Hanson for The Daily Signal. President Donald Trump is positioning the largest naval and air forces with submarines off the coast of Iran—in the Persian Gulf, in the Mediterranean, in the Red Sea—that we’ve seen since the invasion of Iraq in 2003. And there are pros and cons about striking Iran.

We’re not at war with them right now, so this is what we would call either a preventive war, long-term threat, or a preemptive war, that there’s a short-term threat that has to be precluded by the use of force.

Blurb:

The federal government, in conjunction with state and local governments, is desperately trying to catch up to the threat posed by drones, but needs to close the gap for U.S. defenses before it’s too late.

The sheer scope and scale of what’s needed is hard to quantify. Any public event, airport, airplane, military installation, or critical infrastructure could be targeted by a drone or drone swarms, and the U.S. needs to be prepared to not only stop the perceived threat, but do so in a way that avoids collateral damage.

“The biggest dilemma is just how broad the threat exists. And then how do you layer in solutions that can take into account how much just territory is required to be defended,” Army Secretary Dan Driscoll told the Washington Examiner. “What keeps me up at night is just the sheer magnitude of the problem that is required.”

Blurb:

Colorado’s Democrat state legislators want to force transgenderism on parents, requiring them to affirm their child’s “gender identity” or risk losing custody.

Radical lawmakers introduced “Concerning Legal Protections for The Dignity of a Minor” (SB 26-018) on Jan. 14, and the Senate Judiciary Committee passed the bill, referring it to the full Senate on Feb. 18.

In its intended form, the bill requires courts to consider whether parents embrace their child’s “gender identity” when determining custody. Courts must favor parents who support their child’s “preferred name and pronouns” and push their child to receive harmful and damaging “transgender” drugs, hormones, and surgeries.

Blurb:

A public high school teacher in upstate New York has been placed on paid administrative leave after agreeing to serve as faculty adviser for a student-led chapter affiliated with Turning Point USA.

Jennifer Fasulo, a Spanish teacher at Charles W. Baker High School in Baldwinsville, near Syracuse, has been out of the classroom since January 30.

The Baldwinsville Central School District confirmed her leave in a February 10 letter to parents, stating:

“The district can confirm that a staff member has been placed on paid administrative leave while a matter is under review.