Tootfinder

IRS Direct File,
the electronic system for filing tax returns for free,
will not be offered next year,
the Trump administration has confirmed.
An email sent Monday from IRS official Cynthia Noe to state comptrollers that participate in the Direct File program said that
“IRS Direct File will not be available in Filing Season 2026. No launch date has been set for the future.”
The program developed during Joe Biden’s presidency
was credited by users with…

IRS Direct File won't be available next year for submitting tax returns for free
The Trump administration has decided not to offer the IRS' electronic tax filing system for free next year, and its future is unclear. An IRS official informed state comptrollers in an email Monday that "IRS Direct File will not be available in Filing Season 2026." Treasury Secretary Scott Bessent said better alternatives exist and the private sector can do a better job. The program, developed during Joe Biden's presidency, was praised for making tax filing easy and economical. However, it face…

Increasingly combative tactics used by federal immigration agents are sparking violence and fueling neighborhood tensionsin the nation’s third-largest city.
“They are the ones that are making it a war zone,” Illinois Gov. JB Pritzker said Sunday on CNN.
“They fire tear gas and smoke grenades, and they make it look like it’s a war zone.”
U.S. citizens, immigrants with legal status and children have been among those detained
in increasingly brazen and aggressive encounter…

Immigration agents use increasingly aggressive tactics in Chicago, alarming activists and residents
Activists, residents and elected leaders say increasingly combative tactics used by federal immigration agents are sparking violence and fueling neighborhood tensions in the nation’s third-largest city. That includes storming an apartment complex by helicopter as families slept and deploying chemical agents near a public school. About 1,000 immigrants have been arrested since an immigration crackdown started last month in the Chicago area. But U.S. citizens, immigrants with legal status and c…

@… I get the feeling that Evan is not interested in this conversation.

A Computational Framework for Interpretable Text-Based Personality Assessment from Social Media
Matej Gjurkovi\'c
https://arxiv.org/abs/2510.02811 https://

A Computational Framework for Interpretable Text-Based Personality Assessment from Social Media
Personality refers to individual differences in behavior, thinking, and feeling. With the growing availability of digital footprints, especially from social media, automated methods for personality assessment have become increasingly important. Natural language processing (NLP) enables the analysis of unstructured text data to identify personality indicators. However, two main challenges remain central to this thesis: the scarcity of large, personality-labeled datasets and the disconnect betwee…

Popcorn, anybody?
Amazon Accuses Perplexity of Computer Fraud, Demands It Stop AI Agent From Buying On Its Site - Slashdot https://tech.slashdot.org/story/25/11/04/1839231/amazon-accuses-perplexity-…

MPC strategies for density profile control with pellet fueling in nuclear fusion tokamaks under uncertainty
Christopher A. Orrico, Hari Prasad Varadarajan, Matthijs van Berkel, Lennard Ceelen, Thomas O. S. J. Bosman, W. P. M. H. Heemels, Dinesh Krishnamoorthy
https://arxiv.org/abs/2510.04784

MPC strategies for density profile control with pellet fueling in nuclear fusion tokamaks under uncertainty
Control of the density profile based on pellet fueling for the ITER nuclear fusion tokamak involves a multi-rate nonlinear system with safety-critical constraints, input delays, and discrete actuators with parametric uncertainty. To address this challenging problem, we propose a multi-stage MPC (msMPC) approach to handle uncertainty in the presence of mixed-integer inputs. While the scenario tree of msMPC accounts for uncertainty, it also adds complexity to an already computationally intensive …

To my mind the following article suggests that the present day "AI" approach is very wrong.
Why? Because biological RI (Real Intelligence) out performs CI (Computer Intelligence) by orders of magnitude on many dimensions: power required (perhaps 20 to 50 watts for the human brain), weight, size, cooling, and ability to innovate in new ways.
Our present digital computer approach to intelligence seems about as apt as trying to power passenger airplanes using onboard coal…

OpenAI Signs $38 Billion Cloud Computing Deal With Amazon
After signing agreements to use computing power from Nvidia, AMD and Oracle, OpenAI is partnering with the world’s largest cloud computing company.

Read the Room: Inferring Social Context Through Dyadic Interaction Recognition in Cyber-physical-social Infrastructure Systems
Cheyu Lin, John Martins, Katherine A. Flanigan, Ph. D
https://arxiv.org/abs/2510.04854

Read the Room: Inferring Social Context Through Dyadic Interaction Recognition in Cyber-physical-social Infrastructure Systems
Cyber-physical systems (CPS) integrate sensing, computing, and control to improve infrastructure performance, focusing on economic goals like performance and safety. However, they often neglect potential human-centered (or ''social'') benefits. Cyber-physical-social infrastructure systems (CPSIS) aim to address this by aligning CPS with social objectives. This involves defining social benefits, understanding human interactions with each other and infrastructure, developing privacy-preserving me…

Restrictions of PCBNs for integration-free computations
Alexis Derumigny, Niels Horsman, Dorota Kurowicka
https://arxiv.org/abs/2510.03518 https://arxiv.or…

Restrictions of PCBNs for integration-free computations
The pair-copula Bayesian Networks (PCBN) are graphical models composed of a directed acyclic graph (DAG) that represents (conditional) independence in a joint distribution. The nodes of the DAG are associated with marginal densities, and arcs are assigned with bivariate (conditional) copulas following a prescribed collection of parental orders. The choice of marginal densities and copulas is unconstrained. However, the simulation and inference of a PCBN model may necessitate possibly high-dimen…

Colibri: A new tool for fast-flying PDF fits
Mark N. Costantini, Luca Mantani, James M. Moore, Valentina Schutze Sanchez, Maria Ubiali
https://arxiv.org/abs/2510.03391 https://

Colibri: A new tool for fast-flying PDF fits
We present Colibri, an open-source Python code that provides a general and flexible tool for PDF fits. The code is built so that users can implement their own PDF model, and use the built-in functionalities of Colibri for a fast computation of observables. It grants easy access to experimental data, several error propagation methodologies, including the Hessian method, the Monte Carlo replica method, and an efficient numerical Bayesian sampling algorithm. To demonstrate the capabilities of Coli…