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Apache Burr: Build reliable AI agents and applications
Build reliable AI agents and applications Apache Burr (Incubating) makes it easy to develop applications that make decisions, from simple chatbots to complex multi-agent systems. Pure Python, no magic. Simple, powerful Python API Build anything from chatbots to multi-agent systems with a clean, composable interface.
Failure-Aware Refinement of Vision-Language Model for Lithography Defect Detection
Announce Type: new Abstract: Semiconductor lithography inspection requires reliable detection of small pattern defects such as bridge, burr, pinch, and contamination. In this study, we propose a two-stage vision-language framework that combines initial defect detection with prediction refinement. In the first stage, Qwen3-VL is fine-tuned with LoRA as a vision-language adapter to predict defect counts, defect categories, and normalized bounding boxes from lithography images.
A thalamus–brainstem attractor network drives history-biased decisions
Abstract Natural environments often change gradually, making it adaptive to bias decisions on the basis of the recent past — a phenomenon known as serial dependence1,2,3. Large-scale recordings during behaviour have identified that serial dependence is a common motif for decision-making, with neural representations of past experiences found throughout the brain4,5,6,7,8,9,10,11. However, it remains unclear whether this bias arises from dedicated neural circuits with history-specific...
'The Social Reckoning' trailer drops with Jeremy Strong as Zuckerberg in Aaron Sorkin's Facebook sequel
The first preview has arrived for the highly anticipated sequel to "The Social Network. info:"The Social Network" is easily one of the best films released over the past 20 years. If I remember correctly, I saw it twice in theaters while living in Montana when it came out in 2010.'SOCIAL NETWORK' STAR BRISTLES AT BEING ASSOCIATED WITH 'PROBLEMATIC' MARK ZUCKERBERGThe Aaron Sorkin film chronicles the rise of Facebook and its founders, specifically Mark Zuckerberg (Jesse Eisenberg) and Eduardo...
The Social Reckoning trailer features Jeremy Strong as a defiant Mark Zuckerberg
The Social Reckoning trailer features Jeremy Strong as a defiant Mark Zuckerberg The follow-up to The Social Network focuses on the fallout of some of Meta's secrets being exposed. Sony Pictures has released the first trailer for The Social Reckoning, Aaron Sorkin's follow-up to The Social Network that brings the story of Facebook/Meta crashing into the 2020s. While the original film focuses on the early days of Facebook and Mark Zuckerberg becoming (at the time) the world's youngest...
The Hypocrisy of the Democrats Who Defend Graham Platner
Title: The Hypocrisy of the Democrats Who Defend Graham Platner For decades, Nazism and the anti-Semitism underlying it have marked zero on the Kelvin scale of villainy—the metric against which all other forms of evil are compared. This is so well understood that we now have cultural phenomena such as Godwin’s Law, the theory that online debates inevitably lead to Nazi comparisons, and the “everything I don’t like is Hitler” meme. But their existence proves the point: If one wishes to say that something is irredeemably bad, Nazis are the benchmark, the absolute.Yet recently this understanding seems to have grown less universal. Nazi symbolism and more modern versions of the ancient conspiracy theories behind this intolerable ideology have found a degree of toleration within American political movements desperate for shortsighted victories. The underlying hatred that, among other things, motivated the killing of more than a third of all the Jews on the planet eight decades ago is viewed no longer as unacceptable, but rather somewhere on a scale of “problematic” issues that can be either explained away or ignored.The most recent case is that of Graham Platner, the 41-year-old Democrat who is hoping to unseat Senator Susan Collins in Maine. Platner has a unique personal
John Cornyn Lost With His Boots Off
Just like nearly every other Republican has gone once Donald Trump decided to terminate their political career, John Cornyn went quietly.The senator from Texas, one of his party’s most effective fundraisers and influential legislators, devoted his losing campaign and most of the past decade in politics to a wan effort to portray himself as the president’s faithful servant. He tweeted out a photo of himself reading The Art of the Deal, introduced a bill to rename a highway the “Trump...