STEPS
No mentions found
This entity hasn't been tracked yet, or Iris is still building its knowledge base.
Related Articles from SNS
Step-by-Step Optimization-like Reasoning in LLMs over Expanding Search Spaces
arXiv:2606.05464v1 Announce Type: new Abstract: Verifiable reward training has improved mathematical and coding reasoning, but these domains capture only part of step-by-step decision making. Many real-world tasks require finding a high-value feasible plan among many valid alternatives. We introduce OPT*, a scalable family of optimization-style tasks for training and evaluating LLM step-by-step optimization-like reasoning along a complexity axis: each task provides a feasibility checker and...
HiERO-StepG @ Ego4D Step Grounding Challenge: hierarchical activity understanding enables zero-shot step grounding
arXiv:2605.31227v1 Announce Type: new Abstract: Procedural activities follow well-defined structures: whether we consider a cooking recipe or a mechanic repairing a car, these activities naturally decompose in a hierarchy of steps and sub-steps. Traditional approaches for step grounding require extensive annotations and scale poorly. Instead, we argue that such hierarchical structure can emerge naturally from uncurated videos of human activities through recurring patterns of co-occurring...
An Exploratory Study into using Machine-Learning for Fast Step-by-step Emulation of Numerical Mechanical Thrombectomy Simulations for Ischemic Stroke
arXiv:2606.00892v1 Announce Type: cross Abstract: The treatment of ischemic stroke using mechanical thrombectomy involves difficult decisions under intense time constraints. Numerical physics simulations can in theory inform operators to make better decisions regarding treatment approaches and device selection, but are too slow to do so in practice. In this thesis, we investigate if current machine learning based surrogates can accurately emulate these simulations in a step-by-step manner...
James Comey '86 47' seashell case prosecutor suddenly steps down, assistant US attorney steps in
The federal prosecutor handling the Justice Department’s criminal case against former FBI Director James Comey over his "86 47" seashell Instagram post has stepped down, according to a new court filing. A notice of substitution filed Friday in the Eastern District of North Carolina says Assistant U.S. Attorney Timothy Severo will replace Matthew Petracca "as counsel for the government. "The filing from U.S. Attorney for the Eastern District of North Carolina Ellis Boyle requested that...
James Comey '86 47' seashell case prosecutor suddenly steps down, assistant US attorney steps in
The federal prosecutor handling the Justice Department’s criminal case against former FBI Director James Comey over his "86 47" seashell Instagram post has stepped down, according to a new court filing. A notice of substitution filed Friday in the Eastern District of North Carolina says Assistant U.S. Attorney Timothy Severo will replace Matthew Petracca "as counsel for the government. "The filing from U.S. Attorney for the Eastern District of North Carolina Ellis Boyle requested that...
Physics in 2-Steps: Locking Motion Priors Before Visual Refinement Erases Them
Announce Type: new Abstract: Image-to-Video diffusion models leverage input images to generate visually stunning content, yet frequently produce motion that violates physical laws. We reveal a surprising finding: a 2-step generation often exhibits better physical consistency than a 50-step output from the same model. Through spectral analysis, we trace this to phase erosion during denoising; the phase degrades significantly (dropping by $\approx 18\%$ from step 2 to step 50), whereas the...
McKenna stepping down as Ipswich boss to take break from football
Kieran McKenna stepping down as Ipswich boss to take a break from football amid Fulham interest Kieran McKenna is stepping down as Ipswich manager to take a break from football; McKenna had been linked with the Fulham job following Marco Silva's exit; the 40-year-old will not be taking on any role in the near future but Ipswich are protected financially if he does Wednesday 10 June 2026 18:52, UK Kieran McKenna is stepping down as Ipswich manager to take a break from football. Sky Sports...
Diagnosing Multi-step Reasoning Failures in Black-box LLMs via Stepwise Confidence Attribution
arXiv:2605.19228v2 Announce Type: replace Abstract: Large Language Models have achieved strong performance on reasoning tasks with objective answers by generating step-by-step solutions, but diagnosing where a multi-step reasoning trace might fail remains difficult. Confidence estimation offers a diagnostic signal, yet existing methods are restricted to final answers or require internal model access. In this paper, we introduce Stepwise Confidence Attribution (SCA), a framework for...
David Sullivan steps down as West Ham chairman due to 'historic allegations'
David Sullivan steps down as West Ham chairman due to 'historic allegations' West Ham have confirmed that David Sullivan has stepped down from his role with the Hammers having been made aware of the publication of historic allegations, which he denies West Ham United have confirmed that David Sullivan has stepped down from his role as joint-chair and director of the club. In a statement issued on Saturday morning, West Ham confirmed the decision has been reached after Sullivan was made aware...
West Ham star sends message to David Sullivan after he steps down over 'historic allegations'
West Ham star sends message to David Sullivan after he steps down over 'historic allegations' David Sullivan has stepped down from his role as joint-chairman and director of West Ham after being made aware of the impending publication of 'serious historic allegations' which he denies West Ham midfielder Mohamadou Kante has issued a statement in support of David Sullivan after he stepped down as the club's joint-chairman and director. Sullivan took the decision on Saturday after being made...