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Bibliographic Details
Main Authors:	Yamin, Khurram, Tang, Jingjing, Cortes-Gomez, Santiago, Sharma, Amit, Horvitz, Eric, Wilder, Bryan
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2602.06286
Tags:	Add Tag No Tags, Be the first to tag this record!

Can LLMs Reconcile Knowledge Conflicts in Counterfactual Reasoning
by: Yamin, Khurram, et al.
Published: (2025)

Accounting for Missing Covariates in Heterogeneous Treatment Estimation
by: Yamin, Khurram, et al.
Published: (2024)

Dependent Randomized Rounding for Budget Constrained Experimental Design
by: Yamin, Khurram, et al.
Published: (2025)

Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification
by: Cortes-Gomez, Santiago, et al.
Published: (2024)

Large Language Models Often Say One Thing and Do Another
by: Xu, Ruoxi, et al.
Published: (2025)

Failure Modes of LLMs for Causal Reasoning on Narratives
by: Yamin, Khurram, et al.
Published: (2024)

Predicting Language Models' Success at Zero-Shot Probabilistic Prediction
by: Ren, Kevin, et al.
Published: (2025)

The Limits of AI-Driven Allocation: Optimal Screening under Aleatoric Uncertainty
by: Cortes-Gomez, Santiago, et al.
Published: (2026)

Auditing Fairness by Betting
by: Chugg, Ben, et al.
Published: (2023)

Say One Thing, Do Another? Diagnosing Reasoning-Execution Gaps in VLM-Powered Mobile-Use Agents
by: Dong, Lingzhong, et al.
Published: (2025)

Healthcare LLM Benchmarks Are Only as Good as Their Explicit Assumptions
by: Raman, Naveen, et al.
Published: (2026)

"Is This It?": Towards Ecologically Valid Benchmarks for Situated Collaboration
by: Bohus, Dan, et al.
Published: (2024)

Say Anything but This: When Tokenizer Betrays Reasoning in LLMs
by: Ayoobi, Navid, et al.
Published: (2026)

Do as I Say, Not as I Do: Instruction-Induction Conflict in LLMs
by: Camassa, Carolina, et al.
Published: (2026)

SayNext-Bench: Why Do LLMs Struggle with Next-Utterance Anticipation?
by: Yang, Yueyi, et al.
Published: (2026)

One Thing Follows Another
by: Rosenthal, Sarah
Published: (2025)

Data-driven Design of Randomized Control Trials with Guaranteed Treatment Effects
by: Cortes-Gomez, Santiago, et al.
Published: (2024)

Valid Inference with Imperfect Synthetic Data
by: Byun, Yewon, et al.
Published: (2025)

Accurate Measures of Vaccination and Concerns of Vaccine Holdouts from Web Search Logs
by: Chang, Serina, et al.
Published: (2023)

RealFin: How Well Do LLMs Reason About Finance When Users Leave Things Unsaid?
by: Dai, Yuyang, et al.
Published: (2026)

IV Co-Scientist: Multi-Agent LLM Framework for Causal Instrumental Variable Discovery
by: Sheth, Ivaxi, et al.
Published: (2026)

Eliciting Better Multilingual Structured Reasoning from LLMs through Code
by: Li, Bryan, et al.
Published: (2024)

SpatialEpiBench: Benchmarking Spatial Information and Epidemic Priors in Forecasting
by: Lyu, Ruiqi, et al.
Published: (2026)

Doing What They Say, Not What They Reason: Locating the Faithfulness Gap in LLM Agents
by: Wang, Yufeng
Published: (2026)

When Models Know More Than They Say: Probing Analogical Reasoning in LLMs
by: McGovern, Hope, et al.
Published: (2026)

Tandem Training for Language Models
by: West, Robert, et al.
Published: (2025)

MEMENTO: Teaching LLMs to Manage Their Own Context
by: Kontonis, Vasilis, et al.
Published: (2026)

When Benign Inputs Lead to Severe Harms: Eliciting Unsafe Unintended Behaviors of Computer-Use Agents
by: Jones, Jaylen, et al.
Published: (2026)

Federated Epidemic Surveillance
by: Lyu, Ruiqi, et al.
Published: (2023)

FlipLLM: Efficient Bit-Flip Attacks on Multimodal LLMs using Reinforcement Learning
by: Khalil, Khurram, et al.
Published: (2025)

Comparing Targeting Strategies for Maximizing Social Welfare with Limited Resources
by: Sharma, Vibhhu, et al.
Published: (2024)

When Agents See Humans as the Outgroup: Belief-Dependent Bias in LLM-Powered Agents
by: Wang, Zongwei, et al.
Published: (2026)

When is an Embedding Model More Promising than Another?
by: Darrin, Maxime, et al.
Published: (2024)

Computationally Assisted Quality Control for Public Health Data Streams
by: Joshi, Ananya, et al.
Published: (2023)

Collaborative Belief Reasoning with LLMs for Efficient Multi-Agent Collaboration
by: Wang, Zhimin, et al.
Published: (2025)

Challenges in Human-Agent Communication
by: Bansal, Gagan, et al.
Published: (2024)

LLMs on a Budget? Say HOLA
by: Siddiqui, Zohaib Hasan, et al.
Published: (2025)

Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize
by: Shah, Sanket, et al.
Published: (2023)

When Correct Beliefs Collapse: Epistemic Resilience of LLMs under Clinical Pressure
by: Xiao, Boyu, et al.
Published: (2026)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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