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SL-BiLEM: Structured Learnable Behavior-in-the-Loop Epidemic Modeling for Forecasting and Policy Evaluation

Announce Type: replace Abstract: Epidemic forecasting faces a fundamental challenge: human behavior dynamically responds to disease spread, creating feedback loops that induce distribution shifts at policy intervention points. This renders data-driven models unreliable under distribution shift. We propose \textbf{SL-BiLEM} (Structured Learnable Behavior-in-the-Loop Epidemic Model), leveraging physical constraints as regularization for robust extrapolation.

arXiv CS 7d ago

Restartable Sequences

May 31st, 2026 @ justine's web page The best kept secret at the frontier of system programming right now is the Linux 4.18+ (c. 2018) concept of restartable sequences or rseq for short. They allow you to create thread-safe data structures without locks or atomics which scale to microprocessors with many cores. It's currently only possible to use rseq on Linux using handwritten assembly code.

Hacker News 10d ago

Ask HN: What are tools you have made for yourself since the advent of AI?

I've made a number of ceramic molds for slumping fused glass into bowls. As well as wooden templates for ceramic mugs. I've devised a few carrying tools to move glass frit paintings from my studio down to my barn where the kilns sit without spilling the glass.

Hacker News 1d ago

Trump’s next loyalty test: Ending the changing of the clocks

U.S. President Donald Trump is setting up his latest loyalty test on Capitol Hill — and it’s not about the war in Iran, Cabinet nominees or his White House ballroom. Instead, the president is lobbying GOP lawmakers on a plan to make daylight saving time permanent, meaning more daylight in the evening hours and an end to the twice-yearly clock-resetting ritual observed in most states. Trump has fixated on this issue, believing it resonates with voters who are burdened by “all of the work and...

Politico EU 4d ago

The Smart TV in Your LivingRoom Is a Node in the AIScraping Economy

The work at Include Security has us working with AI day in and day out (hacking it, using it, training it, etc). We’re all aware of the community-level opposition happening against datacenters, aimed at improving AI capabilities, being built recently. What you might not be aware of are the distributed efforts to train AI that could be using the devices inside your home.

Hacker News 4d ago

Folding Beijing

At ten of five in the morning, Lao Dao crossed the busy pedestrian lane on his way to find Peng Li. After the end of his shift at the waste processing station, Lao Dao had gone home, first to shower and then to change. He was wearing a white shirt and a pair of brown pants—the only decent clothes he owned.

Hacker News 10d ago

Anthropic/OpenAI may be spending more than $1000 for every $100 you pay them

For reasons that will remain hidden, we resume writing about Generative AI/LLM after a hiatus of 15 months (that one from October 2025, and the one from June 2025, don’t really count as serious pieces). Today, the first of two articles about “coding with Large ‘Language’ Models”, as coding with LLMs is positioned as the ‘killer app‘ for LLMs. We interrupt this program for a short digression on Anthropic’s recently released blog post When AI builds itself.

Hacker News 3d ago

How to Save the Supreme Court From Itself

Subscribe here: Apple Podcasts | Spotify | YouTubeIn this episode of The David Frum Show, The Atlantic’s David Frum opens with his thoughts on growing extremism in the Democratic Party. Frum compares this to the paranoia and conspiratorial thinking that cost the Republican Party dearly in the 2010s and cautions the Democrats against making the same mistakes. Then David is joined by Kate Shaw, a co-host of the podcast Strict Scrutiny and a professor of law at University of Pennsylvania Carey...

The Atlantic 7d ago

MPCoT: Reward-Guided Multi-Path Latent Reasoning for Test-Time Scalable Vision-Language-Action

Announce Type: new Abstract: Vision-Language-Action (VLA) policies remain brittle in long-horizon and high-uncertainty control, where one-pass action decoding provides limited inference-time deliberation. Explicit chain-of-thought can increase reasoning depth, but introduces token latency and an indirect text-to-action interface. We propose MPCoT, a reward-guided multi-path latent reasoning framework that initializes $M$ hypotheses, refines them for K weight-tied steps, and softly aggregates...

arXiv CS 5d ago

World Cup 2026 in numbers: Key statistical goals, titles and age records

World Cup 2026 in numbers: Key statistical goals, titles and age records The 2026 World Cup has already set records for the most host nations, most matches, and highest prize money. The 2026 FIFA World Cup has already set records for being the grandest tournament to date – most host nations, most matches and organisers’ claims of record attendance. For the first time in history, three nations will be hosting the global showpiece – Canada, Mexico and the United States – across 16 cities,...

Al Jazeera 3d ago