Backyard Chickens – June 2025 – Summertime Disco Chickens

Currently we are using the Kerri 26.2 Square Feet Chicken Coop with Chicken Run For Up To 6 Chickens. Another similar brand is Tucker Murphy Pet™ They both seem to be around 200 to 300 hundred US dollars. I want to say that we spent $300 when we bought ours, with taxes included. I spent Read More …

Notes :: Maximum Entropy

Maximum entropy is a principle stating that, given prior constraints or data, the most objective probability distribution is the one with the highest possible entropy, representing the greatest uncertainty and least assumption beyond what is known. This method selects a probability distribution that maximizes uncertainty while still satisfying the constraints of the data, such as Read More …

Notes :: Entropy

Entropy measures the average uncertainty or randomness of a system’s possible outcomes, with higher entropy meaning more uncertainty and unpredictability. For instance, the outcome of a fair coin flip is highly uncertain, reflecting high entropy. Conversely, if a system’s outcomes are highly predictable or one outcome is far more likely than others, its entropy is Read More …

Trump Bond Purchases

According to a White House disclosure, President Donald Trump made over 690 bond transactions totaling at least $103.7 million since his inauguration. The bonds were from various U.S. companies, some of which were directly affected by his administration’s policy changes. This has raised questions about potential conflicts of interest, as critics argue he could profit Read More …

Trump DOJ Wants Voter Information

Here is an awesome news nugget that many people may haves missed. Trump’s DOJ wants states to turn over voter lists, election info Broad Scope of Requests: The requests vary by state, but the demand to Colorado is particularly sweeping, asking for “all records related to the 2024 election,” which could include ballots and voting Read More …

Trump’s Connections to Techs Brotherhood

Donald Trump has a growing alliance with influential right-leaning tech executives. This “brotherhood” is characterized by immense wealth, skepticism toward traditional institutions, and strong online presences. Many of these figures, including those associated with Peter Thiel‘s network from Stanford, share a history of contrarian views. Key figures like Elon Musk and Peter Thiel are leveraging Read More …

Historical Racism in Gun Laws

The history of gun control in the U.S. is deeply tied to racism, with many laws originating from the desire to disarm and control Black Americans and other minority groups. This historical trend has evolved, but it continues to influence modern gun laws, including through racially biased enforcement. Colonial era and slavery Slave Codes: Long Read More …

DOJ demands unredacted Illinois Voter Data

The U.S. Department of Justice (DOJ) has demanded that the Illinois State Board of Elections (ISBE) provide a complete, unredacted copy of its statewide voter registration database by September 1.  This request is part of the DOJ’s stated effort to ensure Illinois is complying with federal laws, specifically the National Voter Registration Act (NVRA) of Read More …

Who Grows the Economy Faster

Link :: Historical Review – 100 Years of Economic Data Methodology Overview But Fake News, right? This article does an analysis of the last 100 years of economic data and concludes that the economy has historically performed better under Democratic presidents. key points :: GDP Growth: Real GDP growth has been significantly higher under Democrats, with Read More …