Tootfinder

Im using case_when() quite a lot, case_match() is new to me: #rstats

A general vectorised switch() — case_match
This function allows you to vectorise multiple switch() statements. Each case is evaluated sequentially and the first match for each element determines the corresponding value in the output vector. If no cases match, the .default is used. case_match() is an R equivalent of the SQL "simple" CASE WHEN statement. Connection to case_when() While case_when() uses logical expressions on the left-hand side of the formula, case_match() uses values to match against .x with. The following two statement…

President Trump's spending bill could limit local control over zoning and environmental regulations for AI data centers, worrying state lawmakers (Molly Taft/Wired)
https://www.wired.com/story/a-political-battle-is-brewing-over-data-centers/…

A Political Battle Is Brewing Over Data Centers
An AI-related provision in the “Big Beautiful Bill” could restrict state-level legislation of energy-hungry data centers—and is raising bipartisan objections across the US.

Following Supreme Court Order on Federal Employee Layoffs, Ranking Member Markey Introduces Legislation to Prevent Workforce Cuts at the Small Business Administration (Bill Text/U.S. Committee on Small Business ...)
https://www.sbc.senate.gov/public/index.cfm/pressreleases?ID=005D76A0-BF59-4406-B83F-1F85BA0AC2CD
http://www.memeorandum.com/250711/p89#a250711p89

From AP religion news:
Southern Baptists target porn, sports betting, same-sex marriage and ‘willful childlessness’
https://apnews.com/article/southern-baptists-pornography-sports-betting-gay-marriage-aac48…

Southern Baptists to meet in Dallas for annual evangelical gathering
Southern Baptists meeting this week in Dallas will be asked to approve resolutions calling for a legal ban on pornography and reversing the U.S. Supreme Court’s approval of same-sex marriage. The proposed resolutions call for laws on gender, marriage and family based on what they say is biblical teaching. They also call for legislators to curtail sports betting and to support policies that promote childbearing. Delegates of the Southern Baptist Convention, the nation’s largest Protestant de…

The House Rules Committee advances a bill that would claw back $1.1B in funding for public broadcasting, including $535M for CPB, over the next two fiscal years (Ted Johnson/Deadline)
https://deadline.com/2025/06/pbs-npr-funding-rescinded-congress-12364…

House Committee Advances Bill To Rescind Funding For Public Broadcasting Stations, NPR And PBS
The legislation is expected to make it to the floor later this week.

This https://arxiv.org/abs/2505.14049 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csCV_…

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification
The pursuit of decision safety in clinical applications highlights the potential of concept-based methods in medical imaging. While these models offer active interpretability, they often suffer from concept leakages, where unintended information within soft concept representations undermines both interpretability and generalizability. Moreover, most concept-based models focus solely on local explanations (instance-level), neglecting the global decision logic (dataset-level). To address these li…

Jack Ciattarelli, a former state legislator endorsed by Donald Trump won the Republican nomination quickly Tuesday evening. 
Rep. Mikie Sherrill, a former Navy pilot and federal prosecutor, won on the Democratic side, beating out five competitors.
New Jersey is one of two states, along with Virginia, hosting a high-stakes gubernatorial contest this year. 

New Jersey primaries: Trump-backed Ciattarelli wins GOP nod; Sherrill wins Dem nomination
Trump has jumped into the Garden State race, one of two gubernatorial elections this year that could serve as a pre-midterms referendum.

This https://arxiv.org/abs/2506.05850 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csCL_…

Cross-lingual Collapse: How Language-Centric Foundation Models Shape Reasoning in Large Language Models
We identify \textbf{Cross-lingual Collapse}, a systematic drift in which the chain-of-thought (CoT) of a multilingual language model reverts to its dominant pre-training language even when the prompt is expressed in a different language. Recent large language models (LLMs) with reinforcement learning with verifiable reward (RLVR) have achieved strong logical reasoning performances by exposing their intermediate reasoning traces, giving rise to large reasoning models (LRMs). However, the mechani…

We’re only six months into Donald Trump’s second term,
and House Republicans are already panicking.
They’ve hitched themselves to an unpopular president.
They’ve supported deeply unpopular legislation.
And most damning?
They've proven unwilling to do anything but bow down to Trump and rubber-stamp his every whim.
 
Voters will tolerate divergence in policy.
They will excuse various styles and political temperaments.
But Americans …

This https://arxiv.org/abs/2505.19914 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csCL_…

Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
Large Language Models (LLMs), such as OpenAI's o1 and DeepSeek's R1, excel at advanced reasoning tasks like math and coding via Reinforcement Learning with Verifiable Rewards (RLVR), but still struggle with puzzles solvable by humans without domain knowledge. We introduce Enigmata, the first comprehensive suite tailored for improving LLMs with puzzle reasoning skills. It includes 36 tasks across seven categories, each with 1) a generator that produces unlimited examples with controllable diffic…