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Categories
  • All entries123,155
  • Agents10,332
  • Applications7,010
  • Companies3
  • Concepts7
  • Hardware2,687
  • Industry6,764
  • Local Ai6,837
  • Model Releases35,397
  • Research28,731
  • Safety18,964
  • Syntheses30
  • Tools1,770
  • Tutorials4,623

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123,155Total entries
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Knowledge catalogue

safety

GridTimelineEvolution
18,962 results
Safety

SSPO: Subsentence-level Policy Optimization

DGX agent

arXiv:2511.04256v2 Announce Type: replace Abstract: As a key component of large language model (LLM) post-training, Reinforcement Learning from Verifiable Rewards (RLVR) has substantially improved rea

safetyarxiv-cs-cl
13 Apr 2026
Safety

StaRPO: Stability-Augmented Reinforcement Policy Optimization

DGX agent
Human
DGX agent

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arXiv:2604.08905v1 Announce Type: new Abstract: Reinforcement learning (RL) is effective in enhancing the accuracy of large language models in complex reasoning tasks. Existing RL policy optimization

safetyarxiv-cs-ai
13 Apr 2026
Safety

STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting

DGX agent

arXiv:2509.25210v3 Announce Type: replace-cross Abstract: To gain finer regional forecasts, many works have explored the regional integration from the global atmosphere, e.g., by solving boundary equa

safetyarxiv-cs-ai
13 Apr 2026
Safety

StructRL: Recovering Dynamic Programming Structure from Learning Dynamics in Distributional Reinforcement Learning

DGX agent

arXiv:2604.08620v1 Announce Type: cross Abstract: Reinforcement learning is typically treated as a uniform, data-driven optimization process, where updates are guided by rewards and temporal-differenc

safetyarxiv-cs-ai
13 Apr 2026
Safety

SubQuad: Near-Quadratic-Free Structure Inference with Distribution-Balanced Objectives in Adaptive Receptor framework

DGX agent

arXiv:2602.17330v3 Announce Type: replace-cross Abstract: Comparative analysis of adaptive immune repertoires at population scale is hampered by two practical bottlenecks: the near-quadratic cost of p

safetyarxiv-cs-ai
13 Apr 2026
Safety

Summary: AI Governance to Avoid Extinction

DGX agent

With AI capabilities rapidly increasing, humans appear close to developing AI systems that are better than human experts across all domains. This raises a series of questions about how the world will—

safetymiri
13 Apr 2026
Safety

The causal relation between off-street parking and electric vehicle adoption in Scotland

DGX agent

arXiv:2604.09271v1 Announce Type: new Abstract: The transition to electric mobility hinges on maximising aggregate adoption while also facilitating equitable access. This study examines whether the 'c

safetyarxiv-cs-lg
13 Apr 2026
Safety

The Hot Mess of AI: How Does Misalignment Scale With Model Intelligence and Task Complexity?

DGX agent

arXiv:2601.23045v2 Announce Type: replace Abstract: As AI becomes more capable, we entrust it with more general and consequential tasks. The risks from failure grow more severe with increasing task sc

safetyarxiv-cs-ai
13 Apr 2026
Safety

The trend of treating all of AI as One Big Thing that always includes data centers & job changes & education changes & power & accelerating …

DGX agent

The trend of treating all of AI as One Big Thing that always includes data centers & job changes & education changes & power & accelerating science & misinformation & national security & corporate con

safetyethan-mollick--x
13 Apr 2026
Safety

The Two-Stage Decision-Sampling Hypothesis: Understanding the Emergence of Self-Reflection in RL-Trained LLMs

DGX agent

arXiv:2601.01580v2 Announce Type: replace-cross Abstract: Self-reflection capabilities emerge in Large Language Models after RL post-training, with multi-turn RL achieving substantial gains over SFT c

safetyarxiv-cs-ai
13 Apr 2026
Safety

'There is no advantage from being first. If you get first to a superintelligence you don't control, the superintelligence wins. Not the USA.…

DGX agent

'There is no advantage from being first. If you get first to a superintelligence you don't control, the superintelligence wins. Not the USA. Not China. Not the UK.' @andreamiotti of @ControlAI & TBC o

safetyconnor-leahy--x
13 Apr 2026
Safety

Think Less, Know More: State-Aware Reasoning Compression with Knowledge Guidance for Efficient Reasoning

DGX agent

arXiv:2604.09150v1 Announce Type: new Abstract: Large Reasoning Models (LRMs) achieve strong performance on complex tasks by leveraging long Chain-of-Thought (CoT), but often suffer from overthinking,

safetyarxiv-cs-cl
13 Apr 2026
Safety

Through Their Eyes: Fixation-aligned Tuning for Personalized User Emulation

DGX agent

arXiv:2604.09368v1 Announce Type: cross Abstract: Large language model (LLM) agents are increasingly deployed as scalable user simulators for recommender system evaluation. Yet existing simulators per

safetyarxiv-cs-cv
13 Apr 2026
Safety

TME-PSR: Time-aware, Multi-interest, and Explanation Personalization for Sequential Recommendation

DGX agent

arXiv:2604.09439v1 Announce Type: cross Abstract: In this paper, we propose a sequential recommendation model that integrates Time-aware personalization, Multi-interest personalization, and Explanatio

safetyarxiv-cs-ai
13 Apr 2026
Safety

Tora3: Trajectory-Guided Audio-Video Generation with Physical Coherence

DGX agent

arXiv:2604.09057v1 Announce Type: new Abstract: Audio-video (AV) generation has recently made strong progress in perceptual quality and multimodal coherence, yet generating content with plausible moti

safetyarxiv-cs-cv
13 Apr 2026
Safety

Toward World Models for Epidemiology

DGX agent

arXiv:2604.09519v1 Announce Type: new Abstract: World models have emerged as a unifying paradigm for learning latent dynamics, simulating counterfactual futures, and supporting planning under uncertai

safetyarxiv-cs-lg
13 Apr 2026
Safety

Towards Responsible Multimodal Medical Reasoning via Context-Aligned Vision-Language Models

DGX agent

arXiv:2604.08815v1 Announce Type: new Abstract: Medical vision-language models (VLMs) show strong performance on radiology tasks but often produce fluent yet weakly grounded conclusions due to over-re

safetyarxiv-cs-cv
13 Apr 2026
Safety

Training event-based neural networks with exact gradients via Differentiable ODE Solving in JAX

DGX agent

arXiv:2603.08146v3 Announce Type: replace Abstract: Existing frameworks for gradient-based training of spiking neural networks face a trade-off: discrete-time methods using surrogate gradients support

safetyarxiv-cs-lg
13 Apr 2026
Safety

Traj2Action: A Co-Denoising Framework for Trajectory-Guided Human-to-Robot Skill Transfer

DGX agent

arXiv:2510.00491v3 Announce Type: replace-cross Abstract: Learning diverse manipulation skills for real-world robots is severely bottlenecked by the reliance on costly and hard-to-scale teleoperated d

safetyarxiv-cs-ai
13 Apr 2026
Safety

Truncated Rectified Flow Policy for Reinforcement Learning with One-Step Sampling

DGX agent

arXiv:2604.09159v1 Announce Type: new Abstract: Maximum entropy reinforcement learning (MaxEnt RL) has become a standard framework for sequential decision making, yet its standard Gaussian policy para

safetyarxiv-cs-lg
13 Apr 2026
Safety

Unbiased Rectification for Sequential Recommender Systems Under Fake Orders

DGX agent

arXiv:2604.08550v1 Announce Type: cross Abstract: Fake orders pose increasing threats to sequential recommender systems by misleading recommendation results through artificially manipulated interactio

safetyarxiv-cs-ai
13 Apr 2026
Safety

UniSemAlign: Text-Prototype Alignment with a Foundation Encoder for Semi-Supervised Histopathology Segmentation

DGX agent

arXiv:2604.09169v1 Announce Type: new Abstract: Semi-supervised semantic segmentation in computational pathology remains challenging due to scarce pixel-level annotations and unreliable pseudo-label s

safetyarxiv-cs-cv
13 Apr 2026
Safety

VAG: Dual-Stream Video-Action Generation for Embodied Data Synthesis

DGX agent

arXiv:2604.09330v1 Announce Type: cross Abstract: Recent advances in robot foundation models trained on large-scale human teleoperation data have enabled robots to perform increasingly complex real-wo

safetyarxiv-cs-cv
13 Apr 2026
Safety

Verbalizing LLMs' assumptions to explain and control sycophancy

DGX agent

arXiv:2604.03058v2 Announce Type: replace-cross Abstract: LLMs can be socially sycophantic, affirming users when they ask questions like 'am I in the wrong?' rather than providing genuine assessment.

safetyarxiv-cs-ai
13 Apr 2026
Safety

Violence is not the answer. But maybe boycotts are?

DGX agent

Violence is not the answer. But maybe boycotts are? 🚨 NOW: The FBI is RAIDING the home of a 20-year-old man who threw a molotov cocktail at the home of OpenAI CEO Sam Altman Over a DOZEN federal agent

safetygary-marcus--x
13 Apr 2026
Safety

VISOR: Agentic Visual Retrieval-Augmented Generation via Iterative Search and Over-horizon Reasoning

DGX agent

arXiv:2604.09508v1 Announce Type: cross Abstract: Visual Retrieval-Augmented Generation (VRAG) empowers Vision-Language Models to retrieve and reason over visually rich documents. To tackle complex qu

safetyarxiv-cs-ai
13 Apr 2026
Safety

Visually-Guided Policy Optimization for Multimodal Reasoning

DGX agent

arXiv:2604.09349v1 Announce Type: cross Abstract: Reinforcement learning with verifiable rewards (RLVR) has significantly advanced the reasoning ability of vision-language models (VLMs). However, the

safetyarxiv-cs-ai
13 Apr 2026
Safety

When & How to Write for Personalized Demand-aware Query Rewriting in Video Search

DGX agent

arXiv:2602.17667v2 Announce Type: replace-cross Abstract: In video search systems, user historical behaviors provide rich context for identifying search intent and resolving ambiguity. However, tradit

safetyarxiv-cs-cv
13 Apr 2026
Safety

Wireless Communication Enhanced Value Decomposition for Multi-Agent Reinforcement Learning

DGX agent

arXiv:2604.08728v1 Announce Type: new Abstract: Cooperation in multi-agent reinforcement learning (MARL) benefits from inter-agent communication, yet most approaches assume idealized channels and exis

safetyarxiv-cs-lg
13 Apr 2026
Safety

⚡️ with @staysaasy, our second anonymous pod ever: https://www.youtube.com/watch?v=5KnCKadxSPY A conversation with the Stay Sassy duo on how…

DGX agent

⚡️ with @staysaasy, our second anonymous pod ever: https://www.youtube.com/watch?v=5KnCKadxSPY A conversation with the Stay Sassy duo on how AI is changing software teams, management, internal tooling

safetyswyx--x
13 Apr 2026
Safety

You've Got a Golden Ticket: Improving Generative Robot Policies With A Single Noise Vector

DGX agent

arXiv:2603.15757v2 Announce Type: replace-cross Abstract: What happens when a pretrained generative robot policy is provided a constant initial noise as input, rather than repeatedly sampling it from

safetyarxiv-cs-ai
13 Apr 2026
Safety

According to Waymo's published data, their technology is preventing injuries & deaths. My view is that if this is true, and I have yet to se…

DGX agent

According to Waymo's published data, their technology is preventing injuries & deaths. My view is that if this is true, and I have yet to see a debunking of their data, then we safety advocates should

safetyethan-mollick--x
12 Apr 2026
Safety

Each workflow in Thoth is a full LangGraph agent which can call subagents which themselves are LangGraph agents. Just describe what you want…

DGX agent

Each workflow in Thoth is a full LangGraph agent which can call subagents which themselves are LangGraph agents. Just describe what you want in plain English and it builds a full multi-step pipeline.

safetyharrison-chase--x
12 Apr 2026
Safety

🇧🇪Good news for Belgian Tesla owners! The Netherlands’ RDW just issued the first European type approval for Tesla FSD Supervised. Attached…

DGX agent

🇧🇪Good news for Belgian Tesla owners! The Netherlands’ RDW just issued the first European type approval for Tesla FSD Supervised. Attached letter from the Belgian federal administration (Minister Jean

safetyelon-musk--x
12 Apr 2026
Safety

I just love the language of this study...it speaks of the shifting 'community language'...and that is so true...have you noticed the new 'co…

DGX agent

I just love the language of this study...it speaks of the shifting 'community language'...and that is so true...have you noticed the new 'community language' is 'harness', it was 'contextual prompting

safetyharrison-chase--x
12 Apr 2026
Safety

Is Elon Musk right about Sam Altman? just read the new Ronan Farrow and Andrew Marantz piece on Sam Altman in The New Yorker, and it is damn…

DGX agent

Is Elon Musk right about Sam Altman? just read the new Ronan Farrow and Andrew Marantz piece on Sam Altman in The New Yorker, and it is damning. And the answer is yes. It’s a deep dive based on never-

safetyelon-musk--x
12 Apr 2026
Safety

Restore Britain would allow free public speech without imprisonment

DGX agent

Restore Britain would allow free public speech without imprisonment Platforms hosting lawful content must be shielded from government pressure to censor. We would require transparency in content moder

safetyelon-musk--x
12 Apr 2026
Safety

Sources: the US' AI chip export push risks being undermined by licensing bottlenecks, staff attrition, and unclear policy at the Bureau of Industry and Security (Maggie Eastland/Bloomberg)

DGX agent

Maggie Eastland / Bloomberg: Sources: the US' AI chip export push risks being undermined by licensing bottlenecks, staff attrition, and unclear policy at the Bureau of Industry and Security — Presiden

safetytechmeme
12 Apr 2026
Safety

The Biden administration actively flew illegals into America with no vetting of their violent criminal past into America and paid for their …

DGX agent

The Biden administration actively flew illegals into America with no vetting of their violent criminal past into America and paid for their flights via NGOs. This is a war crime. Mayorkas and his budd

safetyelon-musk--x
12 Apr 2026
Safety

Under South Africa's Employment Equity policy, every employer with more than 50 staff must comply with RACIAL quota targets set by the gover…

DGX agent

Under South Africa's Employment Equity policy, every employer with more than 50 staff must comply with RACIAL quota targets set by the government. Under these rules, in roles such as 'skilled technici

safetyelon-musk--x
12 Apr 2026
Safety

Wow, time for a social media detox. Just today - a call for violence against me - insults (that’s every day) - flagrant lies about my creden…

DGX agent

Wow, time for a social media detox. Just today - a call for violence against me - insults (that’s every day) - flagrant lies about my credentials - claims that I advocated violence when i repeatedly c

safetygary-marcus--x
12 Apr 2026
Safety

After @aiDotEngineer, which was full of useful criticism, I remembered that the most confident takes on AI often came from the least exposur…

DGX agent

After @aiDotEngineer, which was full of useful criticism, I remembered that the most confident takes on AI often came from the least exposure. Rejection is easy, trial and error is expensive. I wrote

safetyswyx--x
11 Apr 2026
Safety

Angel investor calls for violence against AI skeptic.* *AI skeptic himself repeatedly decried violence, in favor of boycotts, despite multip…

DGX agent

An angel investor reportedly called for violence against AI skeptic Gary Marcus, who has consistently and publicly advocated against violent responses, instead promoting boycotts as a form of protest.

safetygary-marcus--x
11 Apr 2026
Safety

At this point how can anybody take seriously @sama’s claim that “Working towards prosperity for everyone, empowering all people, and advanci…

DGX agent

At this point how can anybody take seriously @sama’s claim that “Working towards prosperity for everyone, empowering all people, and advancing science and technology are moral obligations for me”, whe

safetygary-marcus--x
11 Apr 2026
Safety

Don’t fuck him. Don’t bomb him. Boycott him.

DGX agent

Gary Marcus, an AI researcher and cognitive scientist, posted a tweet advocating for a boycott as a nonviolent, non-confrontational form of protest or opposition against an unnamed individual. The pos

safetygary-marcus--x
11 Apr 2026
Safety

@GaryMarcus @sama the gap between altmans public statements and openais actual behavior has been widening steadily for 2 years now. at some …

DGX agent

@GaryMarcus @sama the gap between altmans public statements and openais actual behavior has been widening steadily for 2 years now. at some point 'we want to benefit humanity' and 'we want zero liabil

safetygary-marcus--x
11 Apr 2026
Safety

Given the extremely high rate of recidivism, this is important for community safety

DGX agent

Given the extremely high rate of recidivism, this is important for community safety Murder registry is a good idea from Elon. People should know if they are close to a murderer so proper precautions c

safetyelon-musk--x
11 Apr 2026
Safety

Home safe!!!

DGX agent

I was unable to retrieve the specific content of the tweet at the URL provided (https://x.com/GaryMarcus/status/2042756801201082637). X (formerly Twitter) content is generally not accessible via we...

safetygary-marcus--x
11 Apr 2026
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