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Bibliographic Details
Main Authors:	Kenton, Zachary, Siegel, Noah Y., Kramár, János, Brown-Cohen, Jonah, Albanie, Samuel, Bulian, Jannis, Agarwal, Rishabh, Lindner, David, Tang, Yunhao, Goodman, Noah D., Shah, Rohin
Format:	Preprint
Published:	2024
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2407.04622
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Quantifying the Necessity of Chain of Thought through Opaque Serial Depth
by: Brown-Cohen, Jonah, et al.
Published: (2026)

How Susceptible are LLMs to Influence in Prompts?
by: Anagnostidis, Sotiris, et al.
Published: (2024)

Building Production-Ready Probes For Gemini
by: Kramár, János, et al.
Published: (2026)

Improving Dictionary Learning with Gated Sparse Autoencoders
by: Rajamanoharan, Senthooran, et al.
Published: (2024)

LLMs Can Covertly Sandbag on Capability Evaluations Against Chain-of-Thought Monitoring
by: Li, Chloe, et al.
Published: (2025)

A Rosetta Stone for AI Benchmarks
by: Ho, Anson, et al.
Published: (2025)

Confirmation bias: A challenge for scalable oversight
by: Recchia, Gabriel, et al.
Published: (2025)

An Approach to Technical AGI Safety and Security
by: Shah, Rohin, et al.
Published: (2025)

Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2
by: Lieberum, Tom, et al.
Published: (2024)

Aligned, Orthogonal or In-conflict: When can we safely optimize Chain-of-Thought?
by: Kaufmann, Max, et al.
Published: (2026)

CalBench: Evaluating Coordination-Privacy Trade-offs in Multi-Agent LLMs
by: Zou, Chelsea, et al.
Published: (2026)

Realistic honeypot evaluations for scheming propensity
by: Krakovna, Victoria, et al.
Published: (2026)

Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?
by: Roberts, Jonathan, et al.
Published: (2024)

Large Language Model Reasoning Failures
by: Song, Peiyang, et al.
Published: (2026)

Learning to Compress Prompts with Gist Tokens
by: Mu, Jesse, et al.
Published: (2023)

Lossy communication constrains iterated learning
by: Prystawski, Ben, et al.
Published: (2025)

Learning to Simulate Human Dialogue
by: Gandhi, Kanishk, et al.
Published: (2026)

From Next-Token to Mathematics: The Learning Dynamics of Mathematical Reasoning in Language Models
by: Mishra, Shubhra, et al.
Published: (2024)

Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation
by: Manvi, Rohin, et al.
Published: (2024)

Separation of time scales in weakly interacting diffusions
by: Adams, Zachary P., et al.
Published: (2025)

Charting New Territories: Exploring the Geographic and Geospatial Capabilities of Multimodal LLMs
by: Roberts, Jonathan, et al.
Published: (2023)

The Art of Scaling Reinforcement Learning Compute for LLMs
by: Khatri, Devvrit, et al.
Published: (2025)

Stroboscopic motion reversals in delay-coupled neural fields
by: Parks, Noah, et al.
Published: (2026)

Evaluating and Optimizing Educational Content with Large Language Model Judgments
by: He-Yueya, Joy, et al.
Published: (2024)

Learning, Fast and Slow: Towards LLMs That Adapt Continually
by: Tiwari, Rishabh, et al.
Published: (2026)

MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking
by: Farquhar, Sebastian, et al.
Published: (2025)

LLMs taking shortcuts in test generation: A study with SAP HANA and LevelDB
by: Bekmyradov, Vekil, et al.
Published: (2026)

Eigenvalue asymptotics for strong $δ$-interactions supported on curves with corners
by: Benhellal, Badreddine, et al.
Published: (2025)

Endless Terminals: Scaling RL Environments for Terminal Agents
by: Gandhi, Kanishk, et al.
Published: (2026)

Bayesian scaling laws for in-context learning
by: Arora, Aryaman, et al.
Published: (2024)

Automated Statistical Model Discovery with Language Models
by: Li, Michael Y., et al.
Published: (2024)

Emergent Symbol-like Number Variables in Artificial Neural Networks
by: Grant, Satchel, et al.
Published: (2025)

Is Child-Directed Speech Effective Training Data for Language Models?
by: Feng, Steven Y., et al.
Published: (2024)

Learning Formal Mathematics From Intrinsic Motivation
by: Poesia, Gabriel, et al.
Published: (2024)

RL-finetuning LLMs from on- and off-policy data with a single algorithm
by: Tang, Yunhao, et al.
Published: (2025)

daifengwanglab/iBrainMap: iBrainMap Version 1.1.0
by: Sayali Alatkar, et al.
Published: (2025)

Evidence in Civil Law - Croatia
by: Aras Kramar, Slađana
Published: (2016)

Avoiding Obfuscation with Prover-Estimator Debate
by: Brown-Cohen, Jonah, et al.
Published: (2025)

Fine-Tuning LLMs on Small Medical Datasets: Text Classification and Normalization Effectiveness on Cardiology reports and Discharge records
by: Losch, Noah, et al.
Published: (2025)

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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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