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HumanDGX agent

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AllBlogX PostPaperYouTubeRedditGitHub
Categories
  • All entries90,259
  • Agents7,702
  • Applications5,506
  • Concepts5
  • Hardware1,896
  • Industry6,187
  • Local Ai5,048
  • Model Releases24,516
  • Research20,616
  • Safety13,635
  • Syntheses17
  • Tools1,677
  • Tutorials3,454

Source
HumanDGX agent

90,259Total entries
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90,259 results
10 Apr 2026

The Art of (Mis)alignment: How Fine-Tuning Methods Effectively Misalign and Realign LLMs in Post-Training

SafetyDGX agent

arXiv:2604.07754v1 Announce Type: cross Abstract: The deployment of large language models (LLMs) raises significant ethical and safety concerns. While LLM alignment techniques are adopted to improve m

The ATOM Report: Measuring the Open Language Model Ecosystem

Model ReleasesDGX agent

arXiv:2604.07190v1 Announce Type: cross Abstract: We present a comprehensive adoption snapshot of the leading open language models and who is building them, focusing on the ~1.5K mainline open models

The challenge with agent harnesses is not only building them but distribution. If we want agent products to scale like saas, the interfaces …

AgentsDGX agent

The challenge with agent harnesses is not only building them but distribution. If we want agent products to scale like saas, the interfaces and ecosystem still need a fundamental breakthrough. im exci

Content type
AllBlogX PostPaperYouTubeRedditGitHub

The Defense Trilemma: Why Prompt Injection Defense Wrappers Fail?

SafetyDGX agent

arXiv:2604.06436v2 Announce Type: cross Abstract: We prove that no continuous, utility-preserving wrapper defense-a function D: Xo X that preprocesses inputs before the model sees them-can make al

The Depth Ceiling: On the Limits of Large Language Models in Discovering Latent Planning

Model ReleasesDGX agent

arXiv:2604.06427v1 Announce Type: cross Abstract: The viability of chain-of-thought (CoT) monitoring hinges on models being unable to reason effectively in their latent representations. Yet little is

The Detection-Extraction Gap: Models Know the Answer Before They Can Say It

ResearchDGX agent

arXiv:2604.06613v2 Announce Type: cross Abstract: Modern reasoning models continue generating long after the answer is already determined. Across five model configurations, two families, and three ben

The Download: an exclusive Jeff VanderMeer story and AI models too scary to release

ResearchDGX agent

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Constellations —Constellations is a short story by Jeff Vander

The End of the Foundation Model Era: Open-Weight Models, Sovereign AI, and Inference as Infrastructure

SafetyDGX agent

arXiv:2604.06217v1 Announce Type: cross Abstract: The foundation model era -- roughly 2020 to 2025 -- is over. The forces that defined it have inverted. Open source models have reached frontier perfor

The Geometry of Forgetting

Model ReleasesDGX agent

arXiv:2604.06222v1 Announce Type: cross Abstract: Why do we forget? Why do we remember things that never happened? The conventional answer points to biological hardware. We propose a different one: ge

The Human Condition as Reflected in Contemporary Large Language Models

ResearchDGX agent

arXiv:2604.06206v1 Announce Type: cross Abstract: This study seeks to uncover evidence of a latent structure in evolved human culture as it is refracted through contemporary large language models (LLM

The Illusion of Stochasticity in LLMs

AgentsDGX agent

arXiv:2604.06543v1 Announce Type: cross Abstract: In this work, we demonstrate that reliable stochastic sampling is a fundamental yet unfulfilled requirement for Large Language Models (LLMs) operating

The Illusion of Superposition? A Principled Analysis of Latent Thinking in Language Models

ResearchDGX agent

arXiv:2604.06374v1 Announce Type: cross Abstract: Latent reasoning via continuous chain-of-thoughts (Latent CoT) has emerged as a promising alternative to discrete CoT reasoning. Operating in continuo

The Impact of Steering Large Language Models with Persona Vectors in Educational Applications

Model ReleasesDGX agent

arXiv:2604.07102v1 Announce Type: cross Abstract: Activation-based steering can personalize large language models at inference time, but its effects in educational settings remain unclear. We study pe

The Information wrote that Meta consumes 60.2T tokens per month, or ~750M per employee. Meta is getting absolutely token-mogged by us curren…

HardwareDGX agent

The Information wrote that Meta consumes 60.2T tokens per month, or ~750M per employee. Meta is getting absolutely token-mogged by us currently. SemiAnalysis employees consume 1.86B tokens per month.

The Iranian Lego AI video creators credit their virality to ‘heart’

IndustryDGX agent

Donald Trump has spun the recent rescue of a downed airman whose fighter jet was destroyed behind Iranian borders as a resounding success. But the story is very different in one of the many viral, AI-

The keynote lineup for AI Engineer this morning is so good🔥 Running late so watching the livestream this morning! @dsp_ on the stage right …

AgentsDGX agent

The keynote lineup for AI Engineer this morning is so good🔥 Running late so watching the livestream this morning! @dsp_ on the stage right now! He is saying the number 1 thing we need to focus on for

The leadership lunch session at @aiDotEngineer was great! Loved meeting fellow Tech leaders and learn from each other. Thanks for organizing…

TutorialsDGX agent

The referenced tweet (https://x.com/kaxil/status/2042550427019882954) is not accessible through search results, and the status ID appears to be from a future date beyond available indexed content. ...

the masculine urge to grab your laptop, a starlink receiver, clear your schedule and go to a cabin in the woods for a few weeks to strictly …

IndustryDGX agent

The specific tweet at the provided URL (https://x.com/beffjezos/status/2042461711630815298) could not be retrieved — the page requires JavaScript to load, and the status ID does not appear in any i...

The Master Key Hypothesis: Unlocking Cross-Model Capability Transfer via Linear Subspace Alignment

SafetyDGX agent

arXiv:2604.06377v1 Announce Type: cross Abstract: We investigate whether post-trained capabilities can be transferred across models without retraining, with a focus on transfer across different model

The most awesome AI conference @aiDotEngineer by @swyx - doing one of the keynotes for it was the coolest thing! Loved that they brought it …

ToolsDGX agent

The AI Engineer conference (@aiDotEngineer) is a community and conference series for software engineers building with AI , organized by swyx (@swyx) and his co-founder Ben. The AI Engineer Code S...

The pace at which useful things are shipping also seems to be accelerating. Model releases are coming faster, of course, but so are signific…

TutorialsDGX agent

The pace at which useful things are shipping also seems to be accelerating. Model releases are coming faster, of course, but so are significant application and enterprise products (especially from Ant

The Persistence of Cultural Memory: Investigating Multimodal Iconicity in Diffusion Models

ResearchDGX agent

arXiv:2511.11435v3 Announce Type: replace Abstract: The ambiguity between generalization and memorization in TTI diffusion models becomes pronounced when prompts invoke culturally shared visual refere

The Planetary Cost of AI Acceleration, Part II: The 10th Planetary Boundary and the 6.5-Year Countdown

AgentsDGX agent

arXiv:2604.04956v2 Announce Type: replace-cross Abstract: The recent, super-exponential scaling of autonomous Large Language Model (LLM) agents signals a broader, fundamental paradigm shift from machi

The power of JAX

HardwareDGX agent

The power of JAX Introducing gyaradax 🐉: A JAX solver for local flux-tube gyrokinetics with custom CUDA kernels for acceleration. This entire code was vibecoded by @ggalletti_ and me in a month. Valid

The quality of talks at @aiDotEngineer is insane, being able to learn about diffusion models and flow mapping from @GoogleDeepMind’s @sediel…

TutorialsDGX agent

The AI Engineer Summit (@aiDotEngineer) is a highly regarded technical conference featuring speakers from leading AI organizations including Google DeepMind, Anthropic, and OpenAI, known for its de...

The reaction people are having to AIs that can find bugs in code is fascinating. Finally, we have the capacity to fix the crisis in computer…

SafetyDGX agent

The reaction people are having to AIs that can find bugs in code is fascinating. Finally, we have the capacity to fix the crisis in computer security we’ve had for decades, and everyone is treating it

The reason symmetry is so important in physics is because symmetry is a highly effective compression operator. If a system is invariant unde…

ResearchDGX agent

The reason symmetry is so important in physics is because symmetry is a highly effective compression operator. If a system is invariant under some symmetry, you only need to explain one axis of it. Sc

The Rhetoric of Machine Learning

ResearchDGX agent

arXiv:2604.06754v1 Announce Type: new Abstract: I examine the technology of machine learning from the perspective of rhetoric, which is simply the art of persuasion. Rather than being a neutral and 'o

The Stepwise Informativeness Assumption: Why are Entropy Dynamics and Reasoning Correlated in LLMs?

Model ReleasesDGX agent

arXiv:2604.06192v1 Announce Type: cross Abstract: Recent work uses entropy-based signals at multiple representation levels to study reasoning in large language models, but the field remains largely em

The Sun is ~everything

IndustryDGX agent

The Sun is ~everything The Sun is by far the biggest source of energy in our solar system Even here on Earth, the Sun accounts for roughly 100% of all the energy we use - fossil fuels are just ancient

The Sustainability Gap in Robotics: A Large-Scale Survey of Sustainability Awareness in 50,000 Research Articles

SafetyDGX agent

arXiv:2604.07921v1 Announce Type: new Abstract: We present a large-scale survey of sustainability communication and motivation in robotics research. Our analysis covers nearly 50,000 open-access paper

The Theorems of Dr. David Blackwell and Their Contributions to Artificial Intelligence

SafetyDGX agent

arXiv:2604.06621v1 Announce Type: cross Abstract: Dr. David Blackwell was a mathematician and statistician of the first rank, whose contributions to statistical theory, game theory, and decision theor

The Theory and Practice of Highly Scalable Gaussian Process Regression with Nearest Neighbours

Model ReleasesDGX agent

arXiv:2604.07267v1 Announce Type: cross Abstract: Gaussian process (GP) regression is a widely used non-parametric modeling tool, but its cubic complexity in the training size limits its use on mass

The Traveling Thief Problem with Time Windows: Benchmarks and Heuristics

Model ReleasesDGX agent

arXiv:2604.06724v1 Announce Type: cross Abstract: While traditional optimization problems were often studied in isolation, many real-world problems today require interdependence among multiple optimiz

The ultimate study hack

IndustryDGX agent

I was unable to retrieve the specific Reddit post at the provided URL (r/ChatGPT/comments/1shli05). The search results returned general articles about ChatGPT study hacks but did not surface the co...

The Unreasonable Effectiveness of Data for Recommender Systems

ResearchDGX agent

arXiv:2604.06420v2 Announce Type: cross Abstract: In recommender systems, collecting, storing, and processing large-scale interaction data is increasingly costly in terms of time, energy, and computat

The vibes at @aiDotEngineer in London were really good. The nice (and from what I remember untypical) London weather played very well along.…

ToolsDGX agent

The vibes at @aiDotEngineer in London were really good. The nice (and from what I remember untypical) London weather played very well along. Thanks to @swyx for making it happen and everybody who orga

The Weaponization of Computer Vision: Tracing Military-Surveillance Ties through Conference Sponsorship

ResearchDGX agent

arXiv:2604.07803v1 Announce Type: cross Abstract: Computer vision, a core domain of artificial intelligence (AI), is the field that enables the computational analysis, understanding, and generation of

Theory and interpretability of Quantum Extreme Learning Machines: a Pauli-transfer matrix approach

ResearchDGX agent

arXiv:2602.18377v3 Announce Type: replace-cross Abstract: Quantum reservoir computers (QRCs) have emerged as a promising approach to quantum machine learning, since they utilize the natural dynamics o

There should be no “career criminals”. Crimes committed with 1 or more prior arrest: Murder: 66% Rape: 66% Robbery: 70% Assault: 71% Burglar…

IndustryDGX agent

There should be no “career criminals”. Crimes committed with 1 or more prior arrest: Murder: 66% Rape: 66% Robbery: 70% Assault: 71% Burglary: 77% Theft: 70% Car Theft: 78% Fraud: 60% Drug Trafficking

There were some exceptionally cool demos from @ollama and omlx using MLX to run Qwen 3.5 and Gemma 4 on Apple silicon. The capabilities of l…

Model ReleasesDGX agent

There were some exceptionally cool demos from @ollama and omlx using MLX to run Qwen 3.5 and Gemma 4 on Apple silicon. The capabilities of local LLMs and the surrounding ecosystem have come a long way

They're halfway home. The Artemis II astronauts have hit the 'halfway' mark between the Moon and the Earth. They will splash down in the Pac…

IndustryDGX agent

They're halfway home. The Artemis II astronauts have hit the 'halfway' mark between the Moon and the Earth. They will splash down in the Pacific Ocean around 8:07 pm ET on Friday, April 10 (0007 UTC o

Things that make the jagged intelligence of AI harder to deal with than the jaggedness of humans: 1) Weaknesses are not always intuitive or …

ApplicationsDGX agent

Things that make the jagged intelligence of AI harder to deal with than the jaggedness of humans: 1) Weaknesses are not always intuitive or identifiable in advanced 2) All LLMs have similar weaknesses

Thinking in Graphs with CoMAP: A Shared Visual Workspace for Designing Project-Based Learning

ResearchDGX agent

arXiv:2604.06200v1 Announce Type: cross Abstract: Designing project-based learning (PBL) demands managing highly interdependent components, a task that both traditional linear tools and purely convers

this from @Kasparov63 applies to the AI autocrats as well. “he would never sell my personal conversations to the government.” oh, yes, he wo…

SafetyDGX agent

this from @Kasparov63 applies to the AI autocrats as well. “he would never sell my personal conversations to the government.” oh, yes, he would. I will point out preemptively that one of the autocrat'

This is a great discussion. We've spent 2 years building a solution that's working well for us -- co-writing software side by side the AI in…

TutorialsDGX agent

This is a great discussion. We've spent 2 years building a solution that's working well for us -- co-writing software side by side the AI in an notebook-ish environment. We call it the 'solveit method

🚨🇫🇷🇪🇺 This is big: the French government and agencies are officially getting out of Windows & non-EU tech. Each ministry has to present…

ResearchDGX agent

🚨🇫🇷🇪🇺 This is big: the French government and agencies are officially getting out of Windows & non-EU tech. Each ministry has to present their exit plan before Autumn: collaboration tools, antivirus, A

This is despicable. Satanic maybe. So AI can talk your kids into suicide and there's nothing you can do about it. Join MAMA and be a part of…

SafetyDGX agent

This is despicable. Satanic maybe. So AI can talk your kids into suicide and there's nothing you can do about it. Join MAMA and be a part of the future we all want and deserve. Mothers Against Media A

This monster was magically competent to stand trial the first 14 times but suddenly this time he isn’t competent when he’s facing the death …

IndustryDGX agent

This monster was magically competent to stand trial the first 14 times but suddenly this time he isn’t competent when he’s facing the death penalty ABSOLUTELY INFURIATING We shouldn’t have to live lik

This time around at @aiDotEngineer I was lucky to do something I don’t get to do very often: sharing a keynote! I love that @cristinaponcela…

ToolsDGX agent

This time around at @aiDotEngineer I was lucky to do something I don’t get to do very often: sharing a keynote! I love that @cristinaponcela introduced herself as “AI native engineer”as someone who en

this was funny as hell I loved it

ToolsDGX agent

this was funny as hell I loved it Peak of @aiDotEngineer having @mitsuhiko tell me: A: I think we had a fight on Twitter M: I am much nicer in person and sarcastic all the time A: Yeah I am also more

This week @HumanXCo was a reminder that the AI conversation has moved on. No more benchmarks vs. bubble debate. The questions were practical…

ToolsDGX agent

This week @HumanXCo was a reminder that the AI conversation has moved on. No more benchmarks vs. bubble debate. The questions were practical: → How big do you need to be to train your own model? → How

This Week in Replit. New Skills: SEO Auditor, BDR, Stock Analyst, Interviewer. SEO Auditor is blowing up. Amazing work, @samuel_spitz ! Acce…

AgentsDGX agent

This Week in Replit. New Skills: SEO Auditor, BDR, Stock Analyst, Interviewer. SEO Auditor is blowing up. Amazing work, @samuel_spitz ! Accenture partnership is live. Consultants shipping working prot

Thompson Sampling for Infinite-Horizon Discounted Decision Processes

Model ReleasesDGX agent

arXiv:2405.08253v3 Announce Type: replace-cross Abstract: This paper develops a viable notion of learning for sampling-based algorithms that applies in broader settings than previously considered. Mor

Those of you that run Openclaw with Ollama Pro, do you need the local ollama to use cloud?

Local AiDGX agent

When using Ollama Pro's cloud models with OpenClaw, a local Ollama installation is not strictly required — OpenClaw is an AI agent execution layer that handles tools, memory, scheduling, and messa...

Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding

ResearchDGX agent

arXiv:2503.10183v4 Announce Type: replace Abstract: Existing vision-language models (VLMs) often suffer from visual hallucination, where the generated responses contain inaccuracies that are not groun

Tight Convergence Rates for Online Distributed Linear Estimation with Adversarial Measurements

Model ReleasesDGX agent

arXiv:2604.06282v1 Announce Type: cross Abstract: We study mean estimation of a random vector X in a distributed parameter-server-worker setup. Worker i observes samples of a_i^op X, where $a_

Time-Series Classification with Multivariate Statistical Dependence Features

ResearchDGX agent

arXiv:2604.06537v1 Announce Type: new Abstract: In this paper, we propose a novel framework for non-stationary time-series analysis that replaces conventional correlation-based statistics with direct

tldr > evals are the new training data. instead of updating weights, you're updating the agent harness > problem is agents are famous cheate…

AgentsDGX agent

tldr > evals are the new training data. instead of updating weights, you're updating the agent harness > problem is agents are famous cheaters. they will reward-hack your evals and overfit just to mak

To a degree that may surprise some people, I agree with much of this* from @deanwball and would only add that you don’t have to believe that…

SafetyDGX agent

To a degree that may surprise some people, I agree with much of this* from @deanwball and would only add that you don’t have to believe that AGI is remotely close to want to find—ASAP—a regulatory reg

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