activescott's Notes

Public notes from activescott

Tuesday, April 21, 2026

In the United States, an executive order is a directive by the president of the United States that manages operations of the federal government.[1] Executive orders are only binding on the federal government's executive branch. The legal or constitutional basis for executive orders has multiple sources. Article Two of the United States Constitution gives presidents broad executive and enforcement authority to use their discretion to determine how to enforce the law or to otherwise manage the resources and staff of the federal government's executive branch. The delegation of discretionary power to make such orders is required to be supported by either an expressed or implied congressional law, or the constitution itself.

Israel is not a normal democracy that abides by the rule of law or legal restraint. It is very much an expansionist state with bold ambitions and a demonstrated willingness to break international law. The events of the past two years have made this reality impossible to ignore.

The “Greater Israel” project, a term that has carried two primary meanings over the decades, has moved from the ideological fringe into the governing coalition of Israeli politics. In its narrower, post-1967 usage, “Greater Israel” referred to Israeli sovereignty over the West Bank, Gaza Strip, and Golan Heights. In its maximalist, biblicist form, drawn from Genesis 15:18, it invokes the territory stretching “from the river of Egypt unto the great river, the river Euphrates,” a vast area encompassing parts of modern Jordan, Syria, Lebanon, and potentially reaching into Iraq.

Once confined to religious nationalists and settler ideologues, this expansionist vision now sits at the cabinet table. Finance Minister Bezalel Smotrich has called for Israel to “expand to Damascus,” displayed a map showing Jordan as part of Israel at a 2023 speech in Paris

Netanyahu’s coalition agreement explicitly declares that “Jewish people have an exclusive and indisputable right to all parts of the Land of Israel” and that “the government will promote and develop settlements in all parts of the Land of Israel.”

Perhaps most striking is that this rhetoric is no longer confined to the religious right. Opposition leader Yair Lapid, an ostensibly secular figure, stated in February 2026 that he supports “anything that will allow the Jews a large, broad, strong land,” adding that “the borders are the borders of the Bible.” When even centrist politicians invoke biblical mandates to justify territorial expansion, the ideological transformation becomes undeniable.

Smotrich has repeatedly asserted that the military campaign in Lebanon must result in a “change of Israel’s borders.” On March 23, 2026, he told an Israeli radio program that the campaign “needs to end with a different reality entirely, both with the Hezbollah decision but also with the change of Israel’s borders.” He then declared at a Knesset faction meeting that “the Litani must be our new border with the state of Lebanon, just like the Yellow Line in Gaza and like the buffer zone and peak of the Hermon in Syria,” adding, “I say here definitively, in every room and in every discussion, too.”

Defense Minister Israel Katz has adopted a complementary posture. He announced at the end of March that the IDF will maintain “security control over the entire area up to the Litani River” and that “hundreds of thousands of residents of southern Lebanon who evacuated northward will not return south of the Litani River until security for the residents of the north is ensured.”

And we need to show New Yorkers that we’re able to not only address a generational fiscal crisis, but also able to advance a vision that makes it easier to live in the city, because, frankly, for a working class New Yorker, they measure their life not in the city’s deficit, but in the cost that they have to pay, and it doesn’t mean much to a tenant who’s struggling to pay their rent if the city is facing a $5.4 billion deficit. What means something is if you’re willing to hold a bad landlord accountable, and we’ve held enough bad landlords accountable to win more than $30 million in settlements, have more than 6,000 apartments be repaired, host more than 1,000 New Yorkers at these rental rip-off hearings. And what we’ve found oftentimes is the conditions that people have had to live with have been a part of their life, not just for weeks or months, but for years, sometimes decades, and within that kind of relationship to such impunity, comes a diminished faith in government.

I would say that she’s a good fit for our administration because she’s delivering on our administration’s commitment to make this a safer city and that I do not need to agree with every one of my commissioners or city workers at large about every single issue within their purview. I do, however, need to agree with the decisions that they make and the outcomes that those decisions create.

I would say it is very much the same in terms of being a democratic socialist and believing in government’s ability to transform working people’s lives. I did not think I would think this much about the weather and the relentless nature of it, but the job of a leader is to respond to the crisis, not to ask why the crisis picked them as the leader to respond to.

The president and I disagree on many things in public and in private. We do, however, agree on one thing, which is a love for New York City, and that love, it is one that allows for our relationship to be a productive one, and allows for the city to know that it will not simply be affected by threats, but rather one that, as the president said, the better this city does, the happier he is.

It’s productive, even though he’s “a fascist?” Yes.

I just want to clarify one thing that you said in the beginning, because you mentioned you will need as long as you’re mayor to make good on your three biggest promises. Is that two terms or one term? [Laughing]: Inshallah, it’s two terms.

He trumpeted the securing of $1.2 billion for child care and the fixing of 100,000 potholes across the city. Mamdani also highlighted a new move in conjunction with New York Gov. Kathy Hochul to tax secondary homes worth more than $5 million owned by non-New Yorkers. The pied-à-terre tax is expected to generate more than $500 million in revenue per year.

At last Sunday’s rally, Mamdani announced plans to open a city-owned grocery store in East Harlem. He said the store will be in La Marqueta, a market started by then-New York Mayor Fiorello LaGuardia in 1936 and is expected to open next year.

Mamdani also promised to cut down on commute times by expanding bus service into areas of the city where subway stations are few and far between. He has yet to make progress on his other campaign promises to lower rent and increase taxes to help fund citywide improvements. And he’s still not even close to reaching his goal of free universal child care for all. However, he did promise to use a chunk of the $1.2 billion granted by Hochul to provide 2,000 free spots for two-year-olds in lower-income communities by fall 2026. He said he hopes to grow that 12,000 children by fall 2027 and to reach “full universality” within four years.

Sunday, April 19, 2026

President Donald Trump said Congress must extend Section 702 of the Foreign Intelligence Surveillance Act (FISA) even if it means giving up “rights and privileges.” Section 702 allows for the collection of Americans’ data without a warrant.

Republican Congressman Thomas Massie attempted to introduce three amendments to the legislation that would have required law enforcement to obtain a warrant before collecting Americans’ data. His amendments were rejected.  Trump argued that he and Americans should be willing to sacrifice their 4th Amendment right to privacy in exchange for security.

Saturday, April 18, 2026

Our data shows that more than 80% of customers surveyed would pay once (as a pay-what-you-want and/or one-time purchase).

Yes, despite what many people assume, and while big tech frequently gravitates toward SaaS or subscription models as the route to sustainability, most customers and developers of OSS would strongly prefer the one-time payment approach. Why does this disconnect exist?

We believe it partially stems from subscription fatigue in an increasingly subscription-heavy digital economy. Insights from our survey comments suggest customers find managing recurring payments painful and exhausting.

revealed an average willingness to pay of approximately $18 USD (a conservative estimate, using the bottom of the selection band). Interestingly, digging deeper showed that those who self-identified as 'frequent' donors to open source projects leaned higher, averaging around $27 USD. It's worth noting this group represented about 10% of our respondents, so consider that context when looking at this higher figure–your mileage may vary.

At the same time, our survey reveals what truly motivates customers to pay for open source projects. A clear roadmap leads the way (68.3%), with usability (63.5%) and funding transparency (59.8%) following closely behind.

Friday, April 17, 2026

Shimano MTB Groupsets

Pro — XTR (M9100): Flagship with 1x/2x/3x, electronic or mechanical shifting

High — XT (M8100): High-end alternative with 1x11/1x12/2x12 options

Mid — SLX (M7100): Mid-range with 1x12 or 2x12, wide gear range

Enthusiast — Deore (M6100/M5100/M4100): Entry-level quality, 12-speed, narrower cassette range

Entry — Cues (U8000/U6000/U4000): 2023 replacement line, primarily 1x, 9–11 speed

#

Wednesday, April 15, 2026

More than half (55%) said they have a favorable view of the new mayor, while 75% said they believe Mamdani is working hard.

Also, at least 60% of NYC residents see Mamdani as:

A good leader Fulfilling campaign promises Working to represent all New Yorkers Understanding the city's problems Doing more to unite the city than divide it Despite all that good news for the mayor, less than half of New Yorkers approve of his job performance thus far. But if the majority holds all the aforementioned beliefs, why is his overall approval rating floundering at less than half?

With the state budget unresolved, and Mamdani so far unable to deliver his tax on the rich, many of his bigger campaign promises like free buses and affordable housing remain up in the air too.

Mamdani's approval rating is lower than that of Eric Adams (61%) and Bill de Blasio (49%) at the same time during their administrations.

Similar to IDF's current Gaza model, the defense establishment intends to destroy villages near the Israel-Lebanon border, and establish permanent military outposts in the area between the border and the Litani River

The defense establishment's perception is that all of these villages are used by Hezbollah for activities against Israel, and therefore they must be completely destroyed to prevent Hezbollah operatives from returning to the area.

Defense Minister Israel Katz said on Tuesday that all houses in Lebanese villages near the Israeli border will be demolished "like in Rafah and Beit Hanoun," referring to areas in the Gaza Strip where the IDF carried out widespread demolitions of homes during the war.

more than 600,000 Lebanese residents who have been evacuated will not be allowed to return to south Lebanon "until the security and safety of northern residents are guaranteed." The defense minister said that following the IDF's operation in Lebanon, Israeli troops will continue to be stationed in a "security zone" inside Lebanese territory to defend against anti-tank missiles and to maintain security control of the area south of the Litani River.

Italian ‌Prime Minister Giorgia ‌Meloni said on Tuesday that her government has halted the automatic renewal of a military Memorandum of Understanding (MoU) with Israel, as Italy has become increasingly critical of Israel’s wars and killing of civilians.

According to Haaretz, the MoU includes the exchange of military equipment and cooperation on military research, though an Italian source told the Israeli newspaper that Meloni’s announcement reflected a policy already in place.

The source said that Italy halted military cooperation with Israel shortly after October 7, 2023, though according to reports from last year, Italy suspended weapons exports to Israel but was still fulfilling previous arms deals. Meloni has been under significant pressure from her opposition and from Italian citizens to cut ties with Israel. Italian Foreign Minister Antonio Tajani visited Lebanon on Monday, where he slammed Israel’s “unacceptable attacks by Israel against the civilian population” and said it called for the avoidance of “another escalation like the one in Gaza.” When asked if Italy would take a similar step toward the US, the source speaking to Haaretz said that Italy was still assessing the impact on Iranian civilians in the US bombing campaign in Iran, which started with the bombing of an elementary school, which slaughtered more than 100 children.

Monday, April 13, 2026

From taxes to the environment to public broadcasting like PBS and NPR, the Senate has recently passed record levels of legislation and confirmed record numbers of nominations with senators representing less than half the people.

Using historical data, GovTrack found 56 examples of Senate votes on legislation that passed with senators representing a “population minority.” 26 of those 56 examples, nearly half, have occurred since President Donald Trump’s current term began.

Several of the second Trump administration’s most prominent members were confirmed by Senate “population minority” votes – including RFK Jr. (Secretary of Health and Human Services), Pete Hegseth, Pam Bondi, Kash Patel, and Tulsi Gabbard.

The oldest example GovTrack found of a “population minority” Senate vote is actually  famous: Clarence Thomas’s 1991 Supreme Court nomination by President George H. W. Bush. The Senate approved Thomas with 52% support, but 49% of the population.

He still serves on the Court today.

GovTrack found three other “population minority” Senate confirmations for Supreme Court justices, totalling four: Thomas plus Trump’s three first-term nominees. All four still serve on the Court.

Currently, Republicans hold a Senate majority: 53 to 47. However, based on the Census Bureau’s current estimates, it’s actually the other way around by population: Democratic senators represent a 53% majority of the states’ population, versus Republicans with 47%.

How is this possible? Because while the U.S. House is apportioned based on population, with larger states receiving more representatives, the U.S. Senate guarantees each state two senators regardless of size.

This was baked into the American system from the beginning, creating what political scientists call a “counter-majoritarian” institution.

In 2025, according to Census Bureau estimates, the most populous state (California) had about 67x the population as the least populous: Wyoming. Today, a Senate voting majority could be cobbled together from senators representing just 17% of the population.

But that’s actually been the same for a while. Going back to 1900, a Senate voting majority could be cobbled together with senators representing 16% to 20% of the population.

Instead, small states may be more politically aligned than they used to be and are voting together more often as a bloc.

Senators have recently taken advantage of old rules, and also changed some rules, to use lower vote thresholds. This means votes are more often succeeding with less support.

Both parties contributed to this.

In 2013, under President Obama, Senate Democrats changed the threshold for most nominations from three-fifths to a simple majority. They left it at three-fifths for the Supreme Court, though.

Then in 2017 during Trump’s first term, Senate Republicans changed the threshold for the Supreme Court, too, to confirm Justice Gorsuch by a simple majority. (This rule applied to all subsequent justices, too.)

As for legislation, many of the recent “population minority” Senate votes used the Congressional Review Act of 1996, which lowered the usual Senate vote threshold from three-fifths to a simple majority for certain deregulation bills. The One Big Beautiful Act and the Rescissions Act were both voted on under other rules, which lower the vote threshold for certain spending-related bills.

So the three-fifths threshold is now gone for nominations and some types of legislation.

It might not stop there. Trump has called for the Senate to end the three-fifths threshold for all legislation, in order to enact certain Republican policies – particularly regarding election rules. If that happens, “population minority” Senate votes could become even more frequent.

Why does this usually benefit Republicans?

This discrepancy usually benefits the GOP, since they tend to represent smaller states.

This small-state Republican benefit also holds true at the presidential level. Indeed, two presidents in living memory won election despite losing the national popular vote, both Republicans: George W. Bush in 2000 and Donald Trump in 2016.

The Congressional Review Act, which makes it easier for Congress to deregulate – and the rules for rescissions bills, which makes it easier to cut funding – also are more aligned with Republican goals than Democratic goals.

But for better or for worse, it’s clear that the Senate is diverging from popular opinion far more than ever before, at least in recent memory. Even if one believes the Senate is, in fact, “right” while popular opinion is “wrong.”

llama.cpp is an Inference Engine that supports a wide-variety of models architectures and hardware platforms. It however does not support Batch Inference, making it less than ideal for more than one request at a time. It is mainly used with the GGUF quantization format, and the engines runs with an okay performance for single-request runs but not much else. The only time I would actually recommend using llama.cpp is when you do not have enough GPU Memory (VRAM) and need to offload some of the model weights to the CPU Memory (RAM).

Accompanied with AMD Epyc Milan 7713 CPU, I was able to get approximately 1 token per second solely through CPU offloading of DeepSeek v2.5 236B BF16 model, which might sound okay but it really is not. To illustrate why this is suboptimal, utilizing 8x GPUs of my 14x GPU AI Server , and with GPU-only offloading, my server could handle approximately 800 tokens per second while processing 50 asynchronous requests on Llama 3.1 70B BF16 through vLLM’s Batch Inference utilizing Tensor Parallelism.