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◬ AI & Machine Learning Apr 21, 2026
Where's the raccoon with the ham radio? (ChatGPT Images 2.0)

OpenAI released ChatGPT Images 2.0 today , their latest image generation model. On the livestream Sam Altman said that the leap from gpt-image-1 to gpt-image-2 was equivalent to jumping from GPT-3 to …

Simon Willison Read →
◬ AI & Machine Learning Apr 21, 2026
Preventing extinction from ASI on a $50M yearly budget

ControlAI's mission is to avert the extinction risks posed by superintelligent AI. We believe that in order to do this, we must secure an international prohibition on its development. We're working to…

AI Alignment Forum Read →
◬ AI & Machine Learning Apr 21, 2026
Building agent-first governance and security

As AI agents increasingly work alongside humans across organizations, companies could be inadvertently opening a new attack surface. Insecure agents can be manipulated to access sensitive systems and …

MIT Tech Review AI Read →
◬ AI & Machine Learning Apr 21, 2026
Quoting Andreas Påhlsson-Notini

AI agents are already too human. Not in the romantic sense, not because they love or fear or dream, but in the more banal and frustrating one. The current implementations keep showing their human orig…

Simon Willison Read →
◬ AI & Machine Learning Apr 21, 2026
AI and the Future of Cybersecurity: Why Openness Matters
Hugging Face Read →
◬ AI & Machine Learning Apr 21, 2026
3 new ways Ads Advisor is making Google Ads safer and faster

Three new agentic safety and policy features integrated into Ads Advisor will help protect and streamline your Google Ads account.

Google AI Read →
◬ AI & Machine Learning Apr 21, 2026
scosman/pelicans_riding_bicycles

scosman/pelicans_riding_bicycles I firmly approve of Steve Cosman's efforts to pollute the training set of pelicans riding bicycles. (To be fair, most of the examples I've published count as poisoning…

Simon Willison Read →
◬ AI & Machine Learning Apr 21, 2026
QIMMA قِمّة ⛰: A Quality-First Arabic LLM Leaderboard
Hugging Face Read →
◬ AI & Machine Learning Apr 21, 2026
ClimAgent: LLM as Agents for Autonomous Open-ended Climate Science Analysis

arXiv:2604.16922v1 Announce Type: new Abstract: Climate research is pivotal for mitigating global environmental crises, yet the accelerating volume of multi-scale datasets and the complexity of analyt…

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
The Cognitive Penalty: Ablating System 1 and System 2 Reasoning in Edge-Native SLMs for Decentralized Consensus

arXiv:2604.16913v1 Announce Type: new Abstract: Decentralized Autonomous Organizations (DAOs) are inclined explore Small Language Models (SLMs) as edge-native constitutional firewalls to vet proposals…

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
Skilldex: A Package Manager and Registry for Agent Skill Packages with Hierarchical Scope-Based Distribution

arXiv:2604.16911v1 Announce Type: new Abstract: Large Language Model (LLM) agents are increasingly extended at runtime via skill packages, structured natural-language instruction bundles loaded from a…

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
Beyond Text-Dominance: Understanding Modality Preference of Omni-modal Large Language Models

arXiv:2604.16902v1 Announce Type: new Abstract: Native Omni-modal Large Language Models (OLLMs) have shifted from pipeline architectures to unified representation spaces. However, this native integrat…

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
Step-GRPO: Internalizing Dynamic Early Exit for Efficient Reasoning

arXiv:2604.16890v1 Announce Type: new Abstract: Large reasoning models that use long chain-of-thought excel at problem-solving yet waste compute on redundant checks. Curbing this overthinking is hard:…

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
GRAIL: Autonomous Concept Grounding for Neuro-Symbolic Reinforcement Learning

arXiv:2604.16871v1 Announce Type: new Abstract: Neuro-symbolic Reinforcement Learning (NeSy-RL) combines symbolic reasoning with gradient-based optimization to achieve interpretable and generalizable …

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
GAMMA-Net: Adaptive Long-Horizon Traffic Spatio-Temporal Forecasting Model based on Interleaved Graph Attention and Multi-Axis Mamba

arXiv:2604.16859v1 Announce Type: new Abstract: Accurate traffic forecasting is crucial for intelligent transportation systems, supporting effective traffic management, congestion reduction, and infor…

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
The CTLNet for Shanghai Composite Index Prediction

arXiv:2604.16835v1 Announce Type: new Abstract: Shanghai Composite Index prediction has become a hot issue for many investors and academic researchers. Deep learning models are widely applied in multi…

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
PersonalHomeBench: Evaluating Agents in Personalized Smart Homes

arXiv:2604.16813v1 Announce Type: new Abstract: Agentic AI systems are rapidly advancing toward real-world applications, yet their readiness in complex and personalized environments remains insufficie…

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
Introspection Adapters: Training LLMs to Report Their Learned Behaviors

arXiv:2604.16812v1 Announce Type: new Abstract: When model developers or users fine-tune an LLM, this can induce behaviors that are unexpected, deliberately harmful, or hard to detect. It would be far…

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
SAVE: A Generalizable Framework for Multi-Condition Single-Cell Generation with Gene Block Attention

arXiv:2604.16776v1 Announce Type: new Abstract: Modeling single-cell gene expression across diverse biological and technical conditions is crucial for characterizing cellular states and simulating uns…

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
Machine individuality: Separating genuine idiosyncrasy from response bias in large language models

arXiv:2604.16755v1 Announce Type: new Abstract: As large language models (LLMs) are increasingly integrated into daily life, in roles ranging from high-stakes decision support to companionship, unders…

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
Know When to Trust the Skill: Delayed Appraisal and Epistemic Vigilance for Single-Agent LLMs

arXiv:2604.16753v1 Announce Type: new Abstract: As large language models (LLMs) transition into autonomous agents integrated with extensive tool ecosystems, traditional routing heuristics increasingly…

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
Don't Start What You Can't Finish: A Counterfactual Audit of Support-State Triage in LLM Agents

arXiv:2604.16752v1 Announce Type: new Abstract: Current agent evaluations largely reward execution on fully specified tasks, while recent work studies clarification [11, 22, 2], capability awareness […

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
Why Training-Free Token Reduction Collapses: The Inherent Instability of Pairwise Scoring Signals

arXiv:2604.16745v1 Announce Type: new Abstract: Training-free token reduction methods for Vision Transformers (ToMe, ToFu, PiToMe, and MCTF) employ different scoring mechanisms, yet they share a close…

arXiv AI Read →
◬ AI & Machine Learning Apr 21, 2026
CT Open: An Open-Access, Uncontaminated, Live Platform for the Open Challenge of Clinical Trial Outcome Prediction

arXiv:2604.16742v1 Announce Type: new Abstract: Scientists have long sought to accurately predict outcomes of real-world events before they happen. Can AI systems do so more reliably? We study this qu…

arXiv AI Read →
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