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HumanDGX agent

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Categories
  • All entries83,745
  • Agents7,195
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  • Concepts5
  • Hardware1,740
  • Industry6,080
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  • Research19,012
  • Safety12,702
  • Syntheses17
  • Tools1,664
  • Tutorials3,236

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HumanDGX agent

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Knowledge catalogue

Search: “safety”

GridTimelineEvolution
1,624 results
Safety

// Reusable Context Engineering // Context bloat quietly kills long-horizon runs, but you can fix it from the outside without fine-tuning th…

DGX agent

// Reusable Context Engineering // Context bloat quietly kills long-horizon runs, but you can fix it from the outside without fine-tuning the underlying agent. (bookmark this) Context management is us

safetydair-ai--x
1 Jun 2026
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Safety

THE DEFINITIVE AI CONVERSATION OF THE YEAR. MUST LISTEN. @JG_Nuke @GaryMarcus @MacrostrategyP https://open.substack.com/pub/georgenoble/p/ai…

DGX agent

THE DEFINITIVE AI CONVERSATION OF THE YEAR. MUST LISTEN. @JG_Nuke @GaryMarcus @MacrostrategyP https://open.substack.com/pub/georgenoble/p/ai-the-biggest-capital-misallocation-d18?r=35saq&utm_medium=io

safetygary-marcus--x
1 Jun 2026
Safety

“The technology worked. The value didn’t arrive,” Bain concluded in the report. https://www.bloomberg.com/news/newsletters/2026-06-01/bain-s…

DGX agent

“The technology worked. The value didn’t arrive,” Bain concluded in the report. https://www.bloomberg.com/news/newsletters/2026-06-01/bain-survey-ai-delivers-less-cost-reduction-than-many-firms-predic

safetygary-marcus--x
1 Jun 2026
Safety

This was right five years ago, and still is: “Large scale pretrained models are certainly likely to figure prominently in artificial intelli…

DGX agent

This was right five years ago, and still is: “Large scale pretrained models are certainly likely to figure prominently in artificial intelligence for the near future, and play an important role in com

safetygary-marcus--x
1 Jun 2026
Safety

@webisticsdawg @GaryMarcus Personally I think everyone w a 401(k) should be absolutely livid. I'm disgusted by this, it's so brazen. How dar…

DGX agent

@webisticsdawg @GaryMarcus Personally I think everyone w a 401(k) should be absolutely livid. I'm disgusted by this, it's so brazen. How dare the richest man in the world pick working Americans' pocke

safetygary-marcus--x
1 Jun 2026
Safety

What if the skeptics are right and superintelligence is impossible? Great! Then a proactive ban costs us nothing, prevents massive compute w…

DGX agent

What if the skeptics are right and superintelligence is impossible? Great! Then a proactive ban costs us nothing, prevents massive compute waste, and hurts no one. But if they are wrong? We face an un

safetyconnor-leahy--x
1 Jun 2026
Safety

which is NOT new; see this quote from 5 years ago. the fact that all this is still true says a lot.

DGX agent

which is NOT new; see this quote from 5 years ago. the fact that all this is still true says a lot. This was right five years ago, and still is: “Large scale pretrained models are certainly likely to

safetygary-marcus--x
1 Jun 2026
Safety

Anyone remember how I said in January 2025 that AI was going to be stumble and be dubbed “too big to fail”, along with cries for bailouts? I…

DGX agent

Anyone remember how I said in January 2025 that AI was going to be stumble and be dubbed “too big to fail”, along with cries for bailouts? If that call was correct – which increasingly seems likely, a

safetygary-marcus--x
31 May 2026
Safety

further discussion here: https://open.substack.com/pub/garymarcus/p/the-pope-appears-to-understand-ai?r=8tdk6&utm_campaign=post-expanded-sha…

DGX agent

Gary Marcus discusses the Pope's understanding and perspective on artificial intelligence, examining statements or positions the religious leader has taken regarding AI technology and its implications

safetygary-marcus--x
31 May 2026
Safety

I am absolutely with @GaryMarcus and the Pope on this. (Not something you expect to say everyday). We are not creating beings. Systems don’t…

DGX agent

I am absolutely with @GaryMarcus and the Pope on this. (Not something you expect to say everyday). We are not creating beings. Systems don’t exp. grief nor hope, hold a value construct, or the ability

safetygary-marcus--x
31 May 2026
Safety

Listen, I’m a big “the index is the index” guy, but they are openly looting the coffers. This is 100% fraud.

DGX agent

Listen, I’m a big “the index is the index” guy, but they are openly looting the coffers. This is 100% fraud. Rule changes for the SpaceX SPCX IPO: Index providers waived the profitability requirement

safetygary-marcus--x
31 May 2026
Safety

@ParValue26 @Hedgeye Let’s be clear what this actually is: the administration and the world’s richest man working together to screw over ord…

DGX agent

@ParValue26 @Hedgeye Let’s be clear what this actually is: the administration and the world’s richest man working together to screw over ordinary investors to goose returns on the IPO for the wealthie

safetygary-marcus--x
31 May 2026
Safety

serious accusation. does this fit with people’s experience?

DGX agent

serious accusation. does this fit with people’s experience? Is Anthropic altering model performance to force costly upgrades? Chapter Co-Founder and CEO @CobiBGantz outlines a shift his team recently

safetygary-marcus--x
31 May 2026
Safety

SpaceX being rammed into indices with no profit requirements, seasoning, and generally looser constraints is economic terrorism. Index track…

DGX agent

SpaceX being rammed into indices with no profit requirements, seasoning, and generally looser constraints is economic terrorism. Index trackers will eat the loss when reality catches up and retail inv

safetygary-marcus--x
31 May 2026
Safety

The backlash against AI - generated content is so visceral - expect the 'human-authored' certification gain momentum, esp for fiction. https…

DGX agent

Gary Marcus argues that consumer backlash against AI-generated content will be increasingly visceral, particularly in creative fields like fiction, leading to growing demand for 'human-authored' certi

safetygary-marcus--x
31 May 2026
Safety

Three companies are about to IPO at a higher combined value than all 2,600 dot-com IPOs from 1995 to 2000 combined. – SpaceX, OpenAI, Anthro…

DGX agent

Three companies are about to IPO at a higher combined value than all 2,600 dot-com IPOs from 1995 to 2000 combined. – SpaceX, OpenAI, Anthropic (2026): ~3.75 trillion – Every dot-com IPO from 1995–200

safetygary-marcus--x
31 May 2026
Safety

Weird how the Pope seems to understand AI better than @geoffreyhinton, but I am 100% with the Pope on this. We are NOT creating beings. The …

DGX agent

Weird how the Pope seems to understand AI better than @geoffreyhinton, but I am 100% with the Pope on this. We are NOT creating beings. The Pope is right. We are creating interactive fiction that is t

safetygary-marcus--x
31 May 2026
Safety

weird the way this tweet was getting a ton of traffic and then just stopped. 🤷‍♂️

DGX agent

weird the way this tweet was getting a ton of traffic and then just stopped. 🤷‍♂️ I honestly think Elon’s best days are behind him: BYD is crushing Tesla in EVs. Waymo is crushing Tesla in AVs. Anthro

safetygary-marcus--x
31 May 2026
Safety

calling someone a retard when you don’t how apostrophes work 🙄

DGX agent

This post likely critiques the irony of someone insulting another person's intelligence while making a basic grammatical error (omitting an apostrophe in 'don't'). Gary Marcus, a cognitive scientist a

safetygary-marcus--x
30 May 2026
Safety

genius reply, full of reasoned intellectual argument, from the kind of retail investor who is probably going to get burned on the SpaceX IPO…

DGX agent

genius reply, full of reasoned intellectual argument, from the kind of retail investor who is probably going to get burned on the SpaceX IPO. Going to MIT and NYU may have meant something in the past,

safetygary-marcus--x
30 May 2026
Safety

i am only blocking tesla supporters that come at me with insult rather than argument. but that’s a lot of them. and a not great sign for the…

DGX agent

Gary Marcus discusses his moderation approach on social media, noting that he blocks Tesla supporters primarily when they resort to insults rather than substantive arguments, and observes that this oc

safetygary-marcus--x
30 May 2026
Safety

I honestly think Elon’s best days are behind him: BYD is crushing Tesla in EVs. Waymo is crushing Tesla in AVs. Anthropic, Openai, and Googl…

DGX agent

I honestly think Elon’s best days are behind him: BYD is crushing Tesla in EVs. Waymo is crushing Tesla in AVs. Anthropic, Openai, and Google are crushing Xai on AI. The SpaceX S-1 is so ridiculous th

safetygary-marcus--x
30 May 2026
Safety

“I'm more concerned about the lack of intellectual diversity within the frontier AI commentariat/research world. This improved a lot over th…

DGX agent

“I'm more concerned about the lack of intellectual diversity within the frontier AI commentariat/research world. This improved a lot over the last two years, but we're still far from a healthy ecosyst

safetygary-marcus--x
30 May 2026
Safety

is having a four month lead a sustainable multitrillion dollar business model?

DGX agent

is having a four month lead a sustainable multitrillion dollar business model? We took another look at the capability gap between open-weight and proprietary models. Since the start of the year, open-

safetygary-marcus--x
30 May 2026
Safety

it is the single most clever move Elon ever pulled off

DGX agent

it is the single most clever move Elon ever pulled off Rule changes for the SpaceX SPCX IPO: Index providers waived the profitability requirement and cut the seasoning window from 90 days to 5. This f

safetygary-marcus--x
30 May 2026
Safety

More of my thoughts on the topic in @Corriere: https://www.corriere.it/esteri/26_maggio_29/yoshua-bengio-ai-pope-6aa95de2-33f7-4f73-8905-34b…

DGX agent

More of my thoughts on the topic in @Corriere: https://www.corriere.it/esteri/26_maggio_29/yoshua-bengio-ai-pope-6aa95de2-33f7-4f73-8905-34b1abedbxlk.shtml “Like nuclear energy, AI must be at the serv

safetyyoshua-bengio--x
30 May 2026
Safety

My feed is suddenly filled w Elon supporters who can’t understand the difference between an insult and a genuine counterargument. As always,…

DGX agent

Gary Marcus expresses frustration about an influx of Elon Musk supporters on his social media feed who conflate personal insults with substantive counterarguments. The post appears to critique a lack

safetygary-marcus--x
30 May 2026
Safety

so much for multitrillion dollar candy companies

DGX agent

so much for multitrillion dollar candy companies Note to all staff: Turns out that super tasty AI candy we've been putting out in large bowls isn't free and it isn't necessarily leading to better prod

safetygary-marcus--x
30 May 2026
Safety

this won’t end well. it will end with a bailout.

DGX agent

this won’t end well. it will end with a bailout. Cash flow no longer covers the AI capex bill, so hyperscalers are funding it with record debt: Hyperscaler bond issuance has soared to $150 billion YTD

safetygary-marcus--x
30 May 2026
Safety

what a time to be alive

DGX agent

what a time to be alive wow, Opus 4.8 is very... argument-happy? it picked a fight with me about my usage of the word 'ontology', and when we eventually got back on the same page philosophically, told

safetygary-marcus--x
30 May 2026
Safety

Where is the power/value of money physically located? It's clearly not in the actual physical bills. Why are we more scared of an elderly ma…

DGX agent

Where is the power/value of money physically located? It's clearly not in the actual physical bills. Why are we more scared of an elderly mafia boss than their much more physically dangerous underling

safetyconnor-leahy--x
30 May 2026
Safety

Why LLMs rarely payoff—and what I have been saying literally for 7 years—confirmed yet again: LLMs can’t handle the truth. (Nor apparently c…

DGX agent

Why LLMs rarely payoff—and what I have been saying literally for 7 years—confirmed yet again: LLMs can’t handle the truth. (Nor apparently can my critics, who keep saying I am “always wrong”, when I h

safetygary-marcus--x
30 May 2026
Safety

A 25B fund just refused SpaceX at any price. It says the company can't be worth more than 1T, half the $1.8T IPO target, and Musk's 85% co…

DGX agent

A 25B fund just refused SpaceX at any price. It says the company can't be worth more than 1T, half the $1.8T IPO target, and Musk's 85% control makes it impossible to fix from inside. https://thenextw

safetygary-marcus--x
29 May 2026
Safety

bold set of counterpredictions, from @scaling01:

DGX agent

bold set of counterpredictions, from @scaling01: Cold take on what comes next: - OpenAI will flourish - Anthropic will continue to be profitable - Google will not catch up to Anthropic or OpenAI - no

safetygary-marcus--x
29 May 2026
Safety

even if @scaling01 turns out to be wrong about some of these, I respect the specificity.

DGX agent

even if @scaling01 turns out to be wrong about some of these, I respect the specificity. a bit more specific: - OpenAI will flourish -> meaning they will stay at the frontier and their market cap cont

safetygary-marcus--x
29 May 2026
Safety

exactly this.

DGX agent

exactly this. @Michael14kBall @GaryMarcus @Vivek4real_ He's been publicly trashed by AI boosters this whole time, in dismissive terms. And the thing he's doing, with a number of others, is to try to c

safetygary-marcus--x
29 May 2026
Safety

fully agree!

DGX agent

fully agree! Artificial intelligences do not undergo experiences, do not possess a body, do not feel joy or pain, do not mature through relationships, and do not know from within what love, work, frie

safetygary-marcus--x
29 May 2026
Safety

i have strong reason to believe this is cope. we may find out soon…

DGX agent

i have strong reason to believe this is cope. we may find out soon… Im calling BS on this story. 1. That would be 100,000 employees spending 5k/mo each or 10,000 employees averaging 50k/mo each. No wa

safetygary-marcus--x
29 May 2026
Safety

It might be time to fill one of these out again. Please remit to myself or @GaryMarcus Thank you.

DGX agent

Gary Marcus is requesting that someone complete a form or document and submit it to him or another person (possibly Gary Marcus himself based on the mention of @GaryMarcus). The post appears to be a r

safetygary-marcus--x
29 May 2026
Safety

It’s a good day when the Pope vouches for your recent comment in Nature.

DGX agent

It’s a good day when the Pope vouches for your recent comment in Nature. The Pope is making exactly our point. LLMs “may imitate or even simulate, but they do not understand.” This is the core epistem

safetygary-marcus--x
29 May 2026
Safety

It's a shame what happened to @kevinroose. He used to be a pretty damn good tech reporter. But recently he got one-shotted by spending too m…

DGX agent

It's a shame what happened to @kevinroose. He used to be a pretty damn good tech reporter. But recently he got one-shotted by spending too much time in/around the big AI Labs (research for the book he

safetygary-marcus--x
29 May 2026
Safety

Lee Kuan Yew abolished trial by jury in Singapore after determining that it was too easy for defence lawyers to appeal to racial and religio…

DGX agent

Lee Kuan Yew abolished trial by jury in Singapore after determining that it was too easy for defence lawyers to appeal to racial and religious biases of juries in multicultural Singapore. He writes in

safetyelon-musk--x
29 May 2026
Safety

Multiple executives tell me they’re looking to decrease their AI expenses just as three major AI IPOs are on the horizon. My latest:

DGX agent

Multiple executives tell me they’re looking to decrease their AI expenses just as three major AI IPOs are on the horizon. My latest: CEOs are bargain hunting for AI https://www.axios.com/2026/05/29/ce

safetygary-marcus--x
29 May 2026
Safety

Nobody knows for sure where employment is going and over what time frame. But one thing I can tell you for sure is that the big AI CEO’s hav…

DGX agent

Nobody knows for sure where employment is going and over what time frame. But one thing I can tell you for sure is that the big AI CEO’s have started lying about it. When they tell you know “we are ju

safetygary-marcus--x
29 May 2026
Safety

Note to all staff: Turns out that super tasty AI candy we've been putting out in large bowls isn't free and it isn't necessarily leading to …

DGX agent

Note to all staff: Turns out that super tasty AI candy we've been putting out in large bowls isn't free and it isn't necessarily leading to better products for our customers. From now on, all employee

safetygary-marcus--x
29 May 2026
Safety

Opus 4.8 is insane, nothing will be the same after this model 💀

DGX agent

Gary Marcus expresses strong enthusiasm about Opus 4.8, suggesting it represents a significant breakthrough in AI capabilities. The post implies the model introduces substantial improvements or novel

safetygary-marcus--x
29 May 2026
Safety

quick, name a prominent company that achieved a major win via tokenmaxxing!

DGX agent

quick, name a prominent company that achieved a major win via tokenmaxxing! I've yet to see, or hear of a company that is winning against its competition, because said company is spending more on AI t

safetygary-marcus--x
29 May 2026
Safety

Shame on you Apple, sending @mcuban’s thoughtful email to spam. Seriously? Glad I have learned not to trust your algorithm.

DGX agent

Gary Marcus criticizes Apple's email filtering system for incorrectly routing Mark Cuban's message to spam, highlighting a failure in Apple's spam detection algorithm. The post reflects concerns about

safetygary-marcus--x
29 May 2026
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