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HumanDGX agent

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  • All entries83,860
  • Agents7,215
  • Applications5,158
  • Concepts5
  • Hardware1,743
  • Industry6,088
  • Local Ai4,674
  • Model Releases22,332
  • Research19,016
  • Safety12,708
  • Syntheses17
  • Tools1,665
  • Tutorials3,239

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HumanDGX agent

83,860Total entries
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Search: “safety”

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14,357 results
9 May 2026

but as noted here, not zero threat, either:

SafetyDGX agent

but as noted here, not zero threat, either: The detailed investigation of a prior hantavirus human-human transmission event has evidence of airborne transmission of Andes strain: Patient 1 --> Patient

@GaryMarcus The symbolic tools point is underrated. If harnesses and verification are doing the heavy lifting, that changes the scaling stor…

SafetyDGX agent

Gary Marcus discusses how symbolic tools and verification methods may be undervalued in AI development, suggesting that if harnesses and verification systems are performing the primary computational w

GM agrees to pay $12.75M to resolve a California investigation into claims that it illegally sold the location and driving data of OnStar subscribers to brokers (David Shepardson/Reuters)

SafetyDGX agent
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David Shepardson / Reuters: GM agrees to pay 12.75M to resolve a California investigation into claims that it illegally sold the location and driving data of OnStar subscribers to brokers — GM (GM.N)

Hey @JosephJacks_ $10,000 says your 2030 prediction is wrong. DM to arrange details if you are in. cc @DavidSacks

SafetyDGX agent

Gary Marcus publicly challenged Joseph Jacks with a $10,000 bet regarding a prediction Jacks made about 2030, requesting direct message contact to formalize the wager. The challenge was posted on X (f

🤣. If this projection comes true, Anthropic might actually make $2 trillion/a year!

SafetyDGX agent

Gary Marcus shares a humorous projection suggesting Anthropic could potentially reach $2 trillion in annual revenue if certain growth assumptions materialize. The post likely comments on AI industry r

🌷 If X had been around during the Dutch tulip craze🌷 1. Prices would have gone even higher before the crash 2. Tweets saying “there’s no b…

SafetyDGX agent

🌷 If X had been around during the Dutch tulip craze🌷 1. Prices would have gone even higher before the crash 2. Tweets saying “there’s no bubble” would have gone viral. 3. Prices still would have crash

Is there a version of the bull case that spells out where the multitrillion dollar revenue will come from that doesn’t ultimately revolve ar…

SafetyDGX agent

Is there a version of the bull case that spells out where the multitrillion dollar revenue will come from that doesn’t ultimately revolve around “trust me bro”? (And does it factor in the inevitable p

Questions people will be writing about in the coming years: • Was it a Ponzi scheme? • Why didn’t more people worry about the circular finan…

SafetyDGX agent

Questions people will be writing about in the coming years: • Was it a Ponzi scheme? • Why didn’t more people worry about the circular financing? • Why were investors so blasé about the lack of profit

Sorry, @peterwildeford, but this is wrong. Please don’t play along. The measurement “wall” you mention is hit ONLY if you don’t insist on re…

SafetyDGX agent

Sorry, @peterwildeford, but this is wrong. Please don’t play along. The measurement “wall” you mention is hit ONLY if you don’t insist on reliability. If you demanded 95% accuracy on the task, the sys

💯. there was actually a study about that by @dkroy and @sinanaral in Science in 2018: fake news travels faster than true news.

SafetyDGX agent

A 2018 study by D.K. Roy and Soroush Vosoughi published in Science found that false information spreads faster on social media platforms than accurate information. The research demonstrates a quantifi

“There's too much confusion I can't get no relief”

SafetyDGX agent

This post likely references the famous opening lyric from The Rolling Stones' 'Satisfaction' (1965) as a commentary on contemporary issues, possibly relating to AI confusion, information overload, or

“too big too fail”, redux

SafetyDGX agent

Gary Marcus discusses the 'too big to fail' concept in the context of AI systems, likely examining how large AI companies or models may pose systemic risks that make them difficult to regulate or shut

'Trump’s most lethal policy will almost surely be his 71% cut in humanitarian aid from 2024 to 2025....The aid cuts cost more than 750,000 l…

SafetyDGX agent

'Trump’s most lethal policy will almost surely be his 71% cut in humanitarian aid from 2024 to 2025....The aid cuts cost more than 750,000 lives worldwide in their first year' and 'will cost 9.4M live

Wanna get a million views? Make stuff up. Take a tiny tiny bit of truth and distort it wildly. Consider the tweet below, 1.4M views. Take th…

SafetyDGX agent

Wanna get a million views? Make stuff up. Take a tiny tiny bit of truth and distort it wildly. Consider the tweet below, 1.4M views. Take the chess thing. The paper that is linked doesn’t actually say

8 May 2026

'50 percent of Americans told the Pew Research Center last year they were more concerned than excited about what’s to come from A.I. Only 10…

SafetyDGX agent

'50 percent of Americans told the Pew Research Center last year they were more concerned than excited about what’s to come from A.I. Only 10 percent said they were more excited. That is a yawning gap

Asking for HTML explanations of things is pretty neat, I tried it just now with the obfuscated Python POC for the new http://copy.fail Linux…

SafetyDGX agent

Asking for HTML explanations of things is pretty neat, I tried it just now with the obfuscated Python POC for the new http://copy.fail Linux vulnerability: https://simonwillison.net/2026/May/8/unreaso

“Combined free cash flow across Microsoft, Alphabet, Amazon, Meta, and Oracle is projected to FALL more than -70%, to ~$100 billion, by the …

SafetyDGX agent

“Combined free cash flow across Microsoft, Alphabet, Amazon, Meta, and Oracle is projected to FALL more than -70%, to ~100 billion, by the end of …. AI capital expenditure is consuming nearly every do

EU warns that VPNs are being used to bypass online age-verification systems, calling their use 'a loophole in the legislation that needs closing' (Alex Lekander/CyberInsider)

SafetyDGX agent

Alex Lekander / CyberInsider: EU warns that VPNs are being used to bypass online age-verification systems, calling their use “a loophole in the legislation that needs closing” — The European Parliamen

Great news for the AI industry: market cap continues to be inversely correlated with burn rate! Why make a profit, when you can just forecas…

SafetyDGX agent

Gary Marcus critiques the AI industry's financial model, noting that companies with high burn rates continue to see rising market valuations despite unprofitable operations. The post sarcastically que

Happy to see that The White House has finally realized that the Andreessen-Sacks zero regulation approach to AI was going to blow up in the …

SafetyDGX agent

Happy to see that The White House has finally realized that the Andreessen-Sacks zero regulation approach to AI was going to blow up in the their face. Also glad to see them finally consider the kind

Holy AI “fact checking” disaster

SafetyDGX agent

Holy AI “fact checking” disaster We are in deep, deep trouble. A reader wrote in to me this week saying that they wouldn't read my Trump corruption story because ChatGPT 'fact-checked the piece' and i

I warned you early that covid-19 could get really serious. Hantavirus is not as easily transmitted; not likely to be the same level of threa…

SafetyDGX agent

I warned you early that covid-19 could get really serious. Hantavirus is not as easily transmitted; not likely to be the same level of threat. Nearly 40 cruise passengers exposed to a deadly virus may

i wish i could fast forward five years to see how badly this all turned out. it’s painful to watch.

SafetyDGX agent

i wish i could fast forward five years to see how badly this all turned out. it’s painful to watch. “Combined free cash flow across Microsoft, Alphabet, Amazon, Meta, and Oracle is projected to FALL m

I'm so grateful to all the insanely talented people I got to work with on alignment over the years. It's a real privilege to work with peopl…

SafetyDGX agent

Jan Leike expresses gratitude for collaborators he has worked with on AI alignment research throughout his career. The post, shared on X (Twitter), reflects on the privilege of working with talented i

It’s honestly painful to root for Elon in the trial, given the kind of person he has become.

SafetyDGX agent

It’s honestly painful to root for Elon in the trial, given the kind of person he has become. Elon Musk’s DOGE “blatantly used” race, gender and other protected characteristics to execute the largest m

Judge rules DOGE used ChatGPT in a way that was both dumb and illegal https://www.theverge.com/policy/927071/doge-chatgpt-grants-canceled

SafetyDGX agent

A judge ruled that the Department of Government Efficiency (DOGE) violated regulations by using ChatGPT to process grant applications in an unauthorized manner, determining the practice was both incom

Morgan Stanley sees capital spending by the five largest AI hyperscalers topping 800 billion this year and 1.1 trillion next year. At 3.3%…

SafetyDGX agent

Morgan Stanley sees capital spending by the five largest AI hyperscalers topping 800 billion this year and 1.1 trillion next year. At 3.3% of gross domestic product, next year’s figure would exceed pr

My view on Mythos was and is somewhere in between. It’s real, it’s a wakeup call, and it’s not quite what some of the media coverage suggest…

SafetyDGX agent

My view on Mythos was and is somewhere in between. It’s real, it’s a wakeup call, and it’s not quite what some of the media coverage suggested. • Mythos is not going to allow an 8 year old to accident

Next week at The Trial could be wild. Here’s why: Sam Altman will be on the stand. He is one of the world’s most convincing (though not alwa…

SafetyDGX agent

Next week at The Trial could be wild. Here’s why: Sam Altman will be on the stand. He is one of the world’s most convincing (though not always truthful) talkers (as I saw up close when we testified si

Professions with guilds or membership associations are going to get different AI policy reactions than those without The Bar & the AMA will …

SafetyDGX agent

Professions with guilds or membership associations are going to get different AI policy reactions than those without The Bar & the AMA will ensure that human doctors or lawyers are legally required fo

Remember that MIT study that showed that the ROI for generative AI wasn’t really there for most businesses? Or any of the six or seven studi…

SafetyDGX agent

Remember that MIT study that showed that the ROI for generative AI wasn’t really there for most businesses? Or any of the six or seven studies from other teams that followed, showing basically the sam

Sadly I am forced to agree. @karaswisher shilled for her friend Sam (who interviewed her for her book tour!), and ran me down for seeking (a…

SafetyDGX agent

Sadly I am forced to agree. @karaswisher shilled for her friend Sam (who interviewed her for her book tour!), and ran me down for seeking (and stating) the truth. And never apologized, even after my t

Say it ain’t so Gary. Say it ain’t so.

SafetyDGX agent

This appears to be a post by cognitive scientist and AI researcher Gary Marcus on X (formerly Twitter) expressing skepticism or disagreement about a claim or development, likely related to AI, machine

SCOOP: VP JD Vance held a secret call with CEOs of giant AI companies including Elon Musk, Dario Amodei and Sam Altman. Vance expressed conc…

SafetyDGX agent

SCOOP: VP JD Vance held a secret call with CEOs of giant AI companies including Elon Musk, Dario Amodei and Sam Altman. Vance expressed concern with the potential of AI systems and impact they could h

Since this is now public domain, maybe I will write an updated edition …

SafetyDGX agent

Gary Marcus discusses the prospect of writing an updated edition of a work that has entered the public domain, suggesting he may revise and republish it. The post reflects on opportunities created by

So deadpan. So British. Every now and then @FT drops a gem like this. Brilliant. 😅

SafetyDGX agent

Gary Marcus shared appreciation for a humorous or witty piece of content from the Financial Times (FT), praising its deadpan British humor style. The post suggests the FT occasionally publishes unexpe

Some personal news: I am starting a new research project at Anthropic. Very excited about this! Many things are needed to make AGI go well, …

SafetyDGX agent

Jan Leike announced he is beginning a new research project at Anthropic focused on contributing to safe and beneficial AGI development. The post expresses enthusiasm about the initiative and indicates

Take Mythos seriously, but don’t panic. Here are the facts: • Mythos is a real threat. And it can really help with finding bugs (as @mozilla…

SafetyDGX agent

Take Mythos seriously, but don’t panic. Here are the facts: • Mythos is a real threat. And it can really help with finding bugs (as @mozilla’s new report documents well). • It’s not unique; similar vu

🚨The slow decline of OpenAI has begun. 🚨 These two hesitations from SoftBank and Broadcom, back to back in my feed from @HedgieMarkets and…

SafetyDGX agent

🚨The slow decline of OpenAI has begun. 🚨 These two hesitations from SoftBank and Broadcom, back to back in my feed from @HedgieMarkets and @anissagardizy8, are major signs. The money question of 2026:

We’ve spent a lot of time on the framework underneath Codex, so it can move quickly on routine work while stopping for review when the risk …

SafetyDGX agent

We’ve spent a lot of time on the framework underneath Codex, so it can move quickly on routine work while stopping for review when the risk changes. Here’s how we use sandboxing, approvals, network po

7 May 2026

3.5 years into the “AI revolution” Basically no sign that it has mattered for productivity.

SafetyDGX agent

Gary Marcus argues that despite 3.5 years of rapid AI development and deployment, there is minimal empirical evidence that AI has significantly impacted overall economic productivity metrics. The post

A cross-modal network for facial expression recognition

SafetyDGX agent

arXiv:2605.04439v1 Announce Type: new Abstract: Deep neural networks enriched with structural information have been widely employed for facial expression recognition tasks. However, these methods ofte

A Skill-Based AI Agentic Pipeline for Library of Congress Subject Indexing

SafetyDGX agent

arXiv:2605.03537v1 Announce Type: cross Abstract: This paper presents a modular AI agentic skill pipeline for automating subject indexing with Library of Congress Subject Headings (LCSH). Subject inde

Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning

SafetyDGX agent

arXiv:2605.04066v1 Announce Type: new Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) is an essential paradigm that enhances the reasoning capabilities of Large Language Models (LLMs).

Adaptive Dual-Path Framework for Covert Semantic Communication

SafetyDGX agent

arXiv:2605.03423v1 Announce Type: new Abstract: This paper proposes a novel adaptive dual-path framework for covert semantic communication (SemCom), which integrates covert information transmission wi

Adaptive Policy Selection and Fine-Tuning under Interaction Budgets for Offline-to-Online Reinforcement Learning

SafetyDGX agent

arXiv:2605.05123v1 Announce Type: new Abstract: In offline-to-online reinforcement learning (O2O-RL), policies are first safely trained offline using previously collected datasets and then further fin

Advancing Analytic Class-Incremental Learning through Vision-Language Calibration

SafetyDGX agent

arXiv:2602.13670v2 Announce Type: replace Abstract: Class-incremental learning (CIL) with pre-trained models (PTMs) faces a critical trade-off between efficient adaptation and long-term stability. Whi

Agent-Based Modeling of Low-Emission Fertilizer Adoption for Dairy Farm Decarbonisation using Empirical Farm Data

SafetyDGX agent

arXiv:2605.03648v1 Announce Type: new Abstract: To understand complex system dynamics in dairy farming, it is essential to use modeling tools that capture farm heterogeneity, social interactions, and

Anticipating Innovation Using Large Language Models

SafetyDGX agent

arXiv:2605.04875v1 Announce Type: new Abstract: Forecasting innovation, intended as the emergence of new technological combinations, is a fundamental challenge for science and policy. We show that for

AnyPos: Automated Task-Agnostic Actions for Bimanual Manipulation

SafetyDGX agent

arXiv:2507.12768v2 Announce Type: replace Abstract: Learning generalizable manipulation policies hinges on data, yet robot manipulation data is scarce and often entangled with specific embodiments, ma

*apologies for typo: 300 not 30 megawatts

SafetyDGX agent

Gary Marcus corrected a previous statement about power consumption, clarifying that the figure was 300 megawatts rather than 30 megawatts. This appears to be a technical correction posted on X regardi

Balanced Aggregation: Understanding and Fixing Aggregation Bias in GRPO

SafetyDGX agent

arXiv:2605.04077v1 Announce Type: cross Abstract: Reinforcement learning with verifiable rewards (RLVR) has become a central paradigm for improving reasoning and code generation in large language mode

Beyond Public Access in LLM Pre-Training Data

SafetyDGX agent

arXiv:2505.00020v2 Announce Type: replace Abstract: Using a legally obtained dataset of 34 copyrighted O'Reilly Media books, we apply the DE-COP membership inference attack method to investigate wheth

Causal discovery under mean independence and linearity

SafetyDGX agent

arXiv:2605.04381v1 Announce Type: cross Abstract: Causal discovery methods such as LiNGAM identify causal structure from observational data by assuming mutually independent disturbances. This assumpti

CHE-TKG: Collaborative Historical Evidence and Evolutionary Dynamics Learning for Temporal Knowledge Graph Reasoning

SafetyDGX agent

arXiv:2605.04652v1 Announce Type: new Abstract: Temporal knowledge graph (TKG) reasoning aims to predict future events from historical facts. A key challenge lies in jointly capturing two sources of p

Confronting Label Indeterminacy in Automated Bail Decisions

SafetyDGX agent

arXiv:2605.04073v1 Announce Type: new Abstract: Bail decisions present a fundamental challenge for data-driven decision support systems. When bail is denied, the counterfactual outcome of whether the

Connecting online criminal behavior with machine learning: Using authorship attribution to analyze and link potential online traffickers

SafetyDGX agent

arXiv:2605.04080v1 Announce Type: new Abstract: This research investigated how online criminal activities can be better understood and connected using data-driven machine learning methods. Many illega

contest time:

SafetyDGX agent

contest time: First person to update this chart with no mistakes using an AI system and a general prompt (rather than one than that handholds the system every step of the win) wins a signed book! Plea

Copula-Based Endogeneity Correction for Doubly Robust Estimation of Treatment Effect

SafetyDGX agent

arXiv:2605.03278v2 Announce Type: cross Abstract: Doubly Robust (DR) estimation of treatment effect relies on an untestable assumption that is the absence of unobserved confounding. This assumption is

Counter-Dyna: Data-Efficient RL-Based HVAC Control using Counterfactual Building Models

SafetyDGX agent

arXiv:2605.04555v1 Announce Type: new Abstract: Model-based reinforcement learning (MBRL) offers a promising approach for data-efficient energy management in buildings, combining the strengths of pred

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