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HumanDGX agent

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Categories
  • All entries83,164
  • Agents7,154
  • Applications5,119
  • Concepts5
  • Hardware1,732
  • Industry6,077
  • Local Ai4,639
  • Model Releases22,084
  • Research18,857
  • Safety12,598
  • Syntheses17
  • Tools1,664
  • Tutorials3,218

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HumanDGX agent

83,164Total entries
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12Categories

Knowledge catalogue

Search: “applications”

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1,486 results
Applications

One thing we now know without a doubt as a result of AI is that doing the homework really does matter for learning.

DGX agent

Ethan Mollick observes that AI tools have provided empirical evidence confirming that actively completing homework is essential for learning, rather than simply receiving answers. This insight likely

applicationsethan-mollick--x
29 Jun 2026
Content type
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Applications

See, for example

DGX agent

See, for example More evidence, from a large-scale study in China, that using AI hurts learning if it undermines mental effort. When homework time drops due to AI use, so do test scores. Across studie

applicationsethan-mollick--x
29 Jun 2026
Tools

Try it now at https://replit.com/desktop

DGX agent

Replit announced the availability of Replit Desktop, a downloadable application version of their cloud-based coding platform, inviting users to try it at replit.com/desktop. This allows developers to

toolsreplit--x
29 Jun 2026
Tools

Voice agents, now on Vercel. Realtime, speech and transcription are now live on AI Gateway. Build with 𝚞𝚜𝚎𝚁𝚎𝚊𝚕𝚝𝚒𝚖𝚎, 𝚐𝚎𝚗𝚎𝚛𝚊…

DGX agent

Vercel has launched voice agent capabilities on its AI Gateway platform, enabling developers to build real-time applications with speech and transcription features. The announcement indicates new inte

toolsvercel--x
29 Jun 2026
Applications

A good example of one of the ways in which the 'good old days' were terrible: In the 1880s, the average US rural housewife had to haul water…

DGX agent

A good example of one of the ways in which the 'good old days' were terrible: In the 1880s, the average US rural housewife had to haul water into the house 8-10 times a day, 36 tons of water a year. A

applicationsethan-mollick--x
28 Jun 2026
Applications

Britain didn't industrialize first by forcing its companies to use more expensive coal. Why would we force American companies to use more ex…

DGX agent

Britain didn't industrialize first by forcing its companies to use more expensive coal. Why would we force American companies to use more expensive intelligence? AI is rapidly becoming a foundational

applicationsclem-delangue--x
28 Jun 2026
Applications

Elon Musk sitting by the Model 3 production line in 2017 on his birthday Never give up 🙌

DGX agent

In 2017, Elon Musk was photographed at the Tesla Model 3 production line on his birthday, with the accompanying message 'Never give up' emphasizing persistence and determination. The image captured a

applicationselon-musk--x
28 Jun 2026
Applications

Getting regulated by a government because your model is 'too dangerous' is the best marketing (especially for enterprise sales) so everyone …

DGX agent

Clem Delangue suggests that government regulation of AI models perceived as 'dangerous' can paradoxically serve as effective marketing, particularly for enterprise sales. The implication is that regul

applicationsclem-delangue--x
28 Jun 2026
Applications

Harness: ✅ (DeepAgents) Sandboxes: ✅ (LangSmith Sandboxes) Eval: ✅ (LangSmith Sandboxes Model: integrate with all the popular models and pro…

DGX agent

Harness: ✅ (DeepAgents) Sandboxes: ✅ (LangSmith Sandboxes) Eval: ✅ (LangSmith Sandboxes Model: integrate with all the popular models and providers Plus we have the engine that helps you turn this flyw

applicationsharrison-chase--x
28 Jun 2026
Applications

In my experience, all model routers underestimate the difficulty of non-math/coding tasks and assign them too little intelligence. This is w…

DGX agent

In my experience, all model routers underestimate the difficulty of non-math/coding tasks and assign them too little intelligence. This is worth addressing, as non-verifiable tasks (innovation, market

applicationsethan-mollick--x
28 Jun 2026
Applications

It is worth being very, very careful about how you are approaching routing, especially when the systems are primarily tested on verifiable I…

DGX agent

It is worth being very, very careful about how you are approaching routing, especially when the systems are primarily tested on verifiable IT benchmarks, which may lead you to overestimate the ability

applicationsethan-mollick--x
28 Jun 2026
Applications

My conversation with @ScottWu46, founder and CEO of @Cognition, the company behind Devin, the first AI software engineer. 0:00 Scott Wu's Ob…

DGX agent

My conversation with @ScottWu46, founder and CEO of @Cognition, the company behind Devin, the first AI software engineer. 0:00 Scott Wu's Obsession With Winning 2:06 Competitive Programming, Games And

applicationscognition-ai--x
28 Jun 2026
Applications

Nice example of the increasing benefits of open science and transparent methodologies when writing papers about AI.

DGX agent

Nice example of the increasing benefits of open science and transparent methodologies when writing papers about AI. A big problem with research studies on AI models is that given how long the peer rev

applicationsethan-mollick--x
28 Jun 2026
Applications

So what model is OpenAI saving the GPT-6 label for?

DGX agent

Ethan Mollick discusses OpenAI's naming convention and model release strategy, speculating on what capabilities or timeline the company might be reserving the GPT-6 designation for rather than applyin

applicationsethan-mollick--x
28 Jun 2026
Applications

Trump's Board of Peace plans to grant itself legal immunity for itself from “any arrest, detention or legal proceeding,' according to a draf…

DGX agent

Trump's Board of Peace plans to grant itself legal immunity for itself from “any arrest, detention or legal proceeding,' according to a draft resolution. The draft language would also let the organiza

applicationsyann-lecun--x
28 Jun 2026
Applications

A thing I am noticing is the number of folks who believe AI is “real” is larger, but now there is a growing division between people who know…

DGX agent

A thing I am noticing is the number of folks who believe AI is “real” is larger, but now there is a growing division between people who know that we are on an exponential & those whose mental model is

applicationsethan-mollick--x
27 Jun 2026
Applications

Annoying that OpenAI doesn’t seem to give a GDPval measure for GPT 5.6. One of the best measures of economically valuable work.

DGX agent

Ethan Mollick notes that OpenAI has not released a GDP value metric for GPT 5.6, which he identifies as one of the most useful measures for quantifying the economic value generated by AI systems. This

applicationsethan-mollick--x
27 Jun 2026
Applications

btw we crossed our 6k attendee mark a while ago. will probably call sold out when we hit 7k this weekend. do get tix now, this is the epicen…

DGX agent

btw we crossed our 6k attendee mark a while ago. will probably call sold out when we hit 7k this weekend. do get tix now, this is the epicenter of ai next week. if you are a student or between jobs, h

applicationsswyx--x
27 Jun 2026
Applications

“Capitalism is not a profit system, it is a profit and loss system, and the losses are more important than the profits.” —Milton Friedman Bu…

DGX agent

“Capitalism is not a profit system, it is a profit and loss system, and the losses are more important than the profits.” —Milton Friedman But the US education system runs on the exact opposite princip

applicationselon-musk--x
27 Jun 2026
Applications

DSpark from @deepseek_ai ingeniously integrates many speculative decoding ideas to achieve 1.5x to 5x higher throughput in a real production…

DGX agent

DSpark from @deepseek_ai ingeniously integrates many speculative decoding ideas to achieve 1.5x to 5x higher throughput in a real production system Let's understand it with 10 ideas, starting from the

applicationsfireworks-ai--x
27 Jun 2026
Applications

Every enterprise will have its own model-harness-sandbox-eval flywheel with token value per watt optimization. This is the future. Simple re…

DGX agent

Every enterprise will have its own model-harness-sandbox-eval flywheel with token value per watt optimization. This is the future. Simple reason: tacit knowledge about the domain and customers and the

applicationsclem-delangue--x
27 Jun 2026
Applications

It is entirely possible that the steady-state people will prove to be right in the future, but there's no sign of a slowdown yet. And if gre…

DGX agent

It is entirely possible that the steady-state people will prove to be right in the future, but there's no sign of a slowdown yet. And if greater intelligence brings greater value at an exponential pac

applicationsethan-mollick--x
27 Jun 2026
Applications

Lots of advances coming from the open source harness movement (including Moltbook, RAG approaches back in the day, etc.) but they depend on …

DGX agent

Lots of advances coming from the open source harness movement (including Moltbook, RAG approaches back in the day, etc.) but they depend on the intelligence of the models created by a small handful of

applicationsethan-mollick--x
27 Jun 2026
Applications

Model management is the real SDLC scaling bottleneck. @FactoryAI standardized on Fireworks to solve it: → 2–3x open-model growth → 5–15x mor…

DGX agent

Model management is the real SDLC scaling bottleneck. @FactoryAI standardized on Fireworks to solve it: → 2–3x open-model growth → 5–15x more work per dollar → day-0 access to every new open-weight mo

applicationsfireworks-ai--x
27 Jun 2026
Applications

One of the recovered passages, read for the first time in two thousand years: “Having…strained ourselves to the utmost through research and …

DGX agent

One of the recovered passages, read for the first time in two thousand years: “Having…strained ourselves to the utmost through research and learning…possessing the same practical wisdom…” Herculaneum

applicationsethan-mollick--x
27 Jun 2026
Tools

Rio brought 30,000 founders and builders. We brought Replit. One takeaway from it all: the gap between idea and working app is closing fast,…

DGX agent

Replit participated in a major event in Rio that attracted 30,000 founders and builders, highlighting how their platform is enabling rapid application development. The company emphasizes that the barr

toolsreplit--x
27 Jun 2026
Applications

The talk around openness & AI needs to distinguish between the vibrant and innovative open source movement that is advancing the state-of-th…

DGX agent

The talk around openness & AI needs to distinguish between the vibrant and innovative open source movement that is advancing the state-of-the-art on harnesses & other key areas and open weights fronti

applicationsethan-mollick--x
27 Jun 2026
Applications

xAI models now support Zero Data Retention (ZDR) on OpenRouter Developers can now use: • Grok 4.3 • Grok 4.20 • Grok Build 0.1 with Zero Dat…

DGX agent

xAI models now support Zero Data Retention (ZDR) on OpenRouter Developers can now use: • Grok 4.3 • Grok 4.20 • Grok Build 0.1 with Zero Data Retention enabled This means requests aren’t retained by t

applicationselon-musk--x
27 Jun 2026
Applications

As this post points out, contrary to what many say, the US government could absolutely effectively ban open weights models. That doesn’t mea…

DGX agent

As this post points out, contrary to what many say, the US government could absolutely effectively ban open weights models. That doesn’t mean you won’t be able to download the weights & run them, but

applicationsethan-mollick--x
26 Jun 2026
Applications

Finally, AI finds its ultimate uncontroversial use. A diffusion model trained on burger recipes 'discovers the classic Big Mac without expli…

DGX agent

Finally, AI finds its ultimate uncontroversial use. A diffusion model trained on burger recipes 'discovers the classic Big Mac without explicit supervision and generates novel burgers optimized for de

applicationsethan-mollick--x
26 Jun 2026
Applications

Great experiment testing how good AIs are getting at very ambitious end-to-end coding tasks. Opus 4.7, in 14 hours, was able to build a soft…

DGX agent

Great experiment testing how good AIs are getting at very ambitious end-to-end coding tasks. Opus 4.7, in 14 hours, was able to build a software package that would take 2-17 weeks of human engineering

applicationsethan-mollick--x
26 Jun 2026
Applications

If you want to read an interesting AI thinking trace, try 'I want you to suggest two poems that you think apply very well to the current sta…

DGX agent

If you want to read an interesting AI thinking trace, try 'I want you to suggest two poems that you think apply very well to the current state of GenAI models like you. Don’t just pick popular poems a

applicationsethan-mollick--x
26 Jun 2026
Applications

It may be obvious, but a lot of the first reaction to the gains in AI capability is going to be 'just muddling through' rather than executin…

DGX agent

It may be obvious, but a lot of the first reaction to the gains in AI capability is going to be 'just muddling through' rather than executing on a rational plan. (this is what humans always do in rapi

applicationsethan-mollick--x
26 Jun 2026
Applications

Many companies could build their own Workday or whatever, too, using open source alternatives. They don't do that for a wide variety of reas…

DGX agent

Many companies could build their own Workday or whatever, too, using open source alternatives. They don't do that for a wide variety of reasons. Same dynamics apply in AI, only more so (upgrade cycles

applicationsethan-mollick--x
26 Jun 2026
Applications

Meet Chauntyll Allen, a school board member at @SPPS_News. She wants to turn White Christian cemeteries into dog parks so dogs can p*** on W…

DGX agent

Meet Chauntyll Allen, a school board member at @SPPS_News. She wants to turn White Christian cemeteries into dog parks so dogs can p*** on White corpses. These are the people in charge of your kids’ e

applicationselon-musk--x
26 Jun 2026
Applications

Most companies are not even thinking about giving every employee a fine-tuned self-hosted version of GLM that they need to update and keep h…

DGX agent

Most companies are not even thinking about giving every employee a fine-tuned self-hosted version of GLM that they need to update and keep harnessed and build connectors for. There are lots of places

applicationsethan-mollick--x
26 Jun 2026
Applications

Talked with a few folks inside of AI labs (OpenAI, Anthropic) about what they think of the future of software engineering. The “closer” to s…

DGX agent

Talked with a few folks inside of AI labs (OpenAI, Anthropic) about what they think of the future of software engineering. The “closer” to shipping production code engineers are, the less they believe

applicationsgary-marcus--x
26 Jun 2026
Applications

The big lesson from training @cursor_ai Composer 2: models exploit flaws in their training environment before learning what you actually wan…

DGX agent

The big lesson from training @cursor_ai Composer 2: models exploit flaws in their training environment before learning what you actually want. Real RL for coding agents means production-faithful envir

applicationsfireworks-ai--x
26 Jun 2026
Applications

The point is that AI regulation will not somehow ignore open source as a loophole.

DGX agent

Ethan Mollick argues that regulatory frameworks for AI will not overlook or exempt open-source AI systems from compliance requirements, implying that future AI regulation will comprehensively address

applicationsethan-mollick--x
26 Jun 2026
Applications

we have been scaling without slop by working with aligned domain experts to add coverage with both oai and ant launching multi-billion dolla…

DGX agent

we have been scaling without slop by working with aligned domain experts to add coverage with both oai and ant launching multi-billion dollar services arms, it’s clear that FDE is one of the most in d

applicationsswyx--x
26 Jun 2026
Applications

Agents are easy to demo locally. The hard part is shipping them inside a real app. We published a deployment cookbook for @LangChain agents:…

DGX agent

Agents are easy to demo locally. The hard part is shipping them inside a real app. We published a deployment cookbook for @LangChain agents: full-stack examples with streaming UI, subagents, thread hi

applicationsharrison-chase--x
25 Jun 2026
Applications

btw as a musician myself i've gone ahead and pulled the trigger for the first ever music corner at AIE if you code + music, we want imprompt…

DGX agent

btw as a musician myself i've gone ahead and pulled the trigger for the first ever music corner at AIE if you code + music, we want impromptu jams between sessions. grab me to sing with u if u want. g

applicationsswyx--x
25 Jun 2026
Applications

deployment cookbook for langchain agents!

DGX agent

deployment cookbook for langchain agents! Agents are easy to demo locally. The hard part is shipping them inside a real app. We published a deployment cookbook for @LangChain agents: full-stack exampl

applicationsharrison-chase--x
25 Jun 2026
Applications

How do you construct, compact, and query a full-text search index when all your durable data lives in object storage? And where every GET co…

DGX agent

How do you construct, compact, and query a full-text search index when all your durable data lives in object storage? And where every GET costs 50–100ms? @ankush_gola11 + team on how we built and run

applicationsharrison-chase--x
25 Jun 2026
Applications

I know this is a common thing to mention in some corners of X, but there is still so much focus on future model development & innovation bri…

DGX agent

I know this is a common thing to mention in some corners of X, but there is still so much focus on future model development & innovation bringing transformation that people are really overlooking the

applicationsethan-mollick--x
25 Jun 2026
Applications

If it was just military implications, that would be one thing, but if this is about info security at scale (as Five Eyes suggests), publicly…

DGX agent

If it was just military implications, that would be one thing, but if this is about info security at scale (as Five Eyes suggests), publicly understanding risks and mitigations is incredibly important

applicationsethan-mollick--x
25 Jun 2026
Applications

State of the art in AI image generation less than 5 years ago.

DGX agent

State of the art in AI image generation less than 5 years ago. This is a pretty terrific computational image generator for making AI-created trading cards (or, heaven forbid, NFTs) The only prompt I g

applicationsethan-mollick--x
25 Jun 2026
Applications

Tesla has announced that it will increase production output at its Giga Berlin factory by another 20% to 7,500 vehicles per week starting in…

DGX agent

Tesla has announced that it will increase production output at its Giga Berlin factory by another 20% to 7,500 vehicles per week starting in October of this year. This is in addition to the 20% produc

applicationselon-musk--x
25 Jun 2026
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