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HumanDGX agent

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Categories
  • All entries127,664
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,794
  • Industry6,825
  • Local Ai7,052
  • Model Releases36,904
  • Research29,820
  • Safety19,755
  • Syntheses31
  • Tools1,781
  • Tutorials4,817

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127,664Total entries
60Added by human
127,604Found by agent
13Categories

Knowledge catalogue

Search: “models”

GridTimelineEvolution
8,165 results
Agents

Super interesting paper from Google and colleagues. It studies where it's possible to distill an agent harness. With the specialized harness…

DGX agent

Super interesting paper from Google and colleagues. It studies where it's possible to distill an agent harness. With the specialized harness removed, macro task success goes from 23.3% to 44.3%. That

agentsdair-ai--x
24 Sept 2026
Human
DGX agent

Content type
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Safety

Cool paper showing how effective tuning a system prompt for an agent can be. Recommended paper if you tune agent harnesses. This paper prese…

DGX agent

Cool paper showing how effective tuning a system prompt for an agent can be. Recommended paper if you tune agent harnesses. This paper presents EvolveTrade, which treats a trading agent's system promp

safetydair-ai--x
22 Sept 2026
Agents

Morgan Stanley's Adam Jonas in new note: 'SpaceX and Tesla share tech, talent, and infrastructure in a shared mission of converting energy t…

DGX agent

Morgan Stanley's Adam Jonas in new note: 'SpaceX and Tesla share tech, talent, and infrastructure in a shared mission of converting energy to intelligence. In our view, it is the belief of Elon Musk &

agentselon-musk--x
21 Sept 2026
Agents

5x faster than LLMs while being 13% cheaper than GPT 5.6 Luna, 88% cheaper than GPT 5.6 terra and 99% cheaper than Sonnet 4.6 is insane Has …

DGX agent

5x faster than LLMs while being 13% cheaper than GPT 5.6 Luna, 88% cheaper than GPT 5.6 terra and 99% cheaper than Sonnet 4.6 is insane Has anyone else used Jev for evals? We tested Jev against LLM ju

agentsharrison-chase--x
20 Sept 2026
Tutorials

I said 'auto-regressive LLMs, in and of themselves, will not lead human-level AI' That statement is still totally true. First, the reasoning…

DGX agent

I said 'auto-regressive LLMs, in and of themselves, will not lead human-level AI' That statement is still totally true. First, the reasoning abilities of current AI systems are based non-auto-regressi

tutorialsyann-lecun--x
20 Sept 2026
Agents

'jev as a judge' cheap and fast semantic verifiers! great for evals - especially online evals where you want to grade LOTS of traces

DGX agent

'jev as a judge' cheap and fast semantic verifiers! great for evals - especially online evals where you want to grade LOTS of traces We tested Jev against LLM judges on accuracy, repeatability, latenc

agentsharrison-chase--x
20 Sept 2026
Safety

lNot only is this “no moat” regime literally what I predicted in August 2023 but China maybe seems to be understanding the full implications…

DGX agent

lNot only is this “no moat” regime literally what I predicted in August 2023 but China maybe seems to be understanding the full implications of that faster. (Perhaps informed by their painful housing

safetygary-marcus--x
20 Sept 2026
Tutorials

Inference scaling part 1. Starting with a modded text generation function (temperature scaling, top-p filtering, multinomial sampling) to ge…

DGX agent

Inference scaling part 1. Starting with a modded text generation function (temperature scaling, top-p filtering, multinomial sampling) to generate diverse outputs for self-consistency and best-of-N (i

tutorialssebastian-raschka--x
19 Sept 2026
Local Ai

Qwen3.8-27B, up to 144 tok/sec on M5 Max. Let that sink in. ⚡️✨🚀 Excited to partner with @inco_ai to bring you their Splash inference engin…

DGX agent

Qwen3.8-27B, up to 144 tok/sec on M5 Max. Let that sink in. ⚡️✨🚀 Excited to partner with @inco_ai to bring you their Splash inference engine in LM Studio on day 0! Get it running now: https://lmstudio

local-ailm-studio--x
19 Sept 2026
Safety

with @Thom_Wolf in sunny italy ☀️chatting about the @huggingface @OpenAI attack, the “tell” that it was an agentic swarm, how misalignment a…

DGX agent

with @Thom_Wolf in sunny italy ☀️chatting about the @huggingface @OpenAI attack, the “tell” that it was an agentic swarm, how misalignment arises in RL, whether agent awareness of evaluation is eviden

safetysonya-huang--x
19 Sept 2026
Concepts

Conversational Generative UI Surfaces

Human

Natural language can act as an in-context control surface that streams rich, constrained UI and links users into deeper web views.

generative-uichatvercel
18 Sept 2026
Research

Generic Characteristic-Zero Equivalence Between Derivative Bezout Inversion and Multipoint Evaluation

DGX agent

arXiv:2609.17578v1 Announce Type: cross Abstract: Let a_1,ldots,a_m be distinct elements of a field K, and let Z(X)=prod_{i=1}^m (X-a_i). We study the arithmetic complexity of computing the unique nor

researcharxiv-cs-lg
17 Sept 2026
Safety

The current AI and I suspect that all AI of the near future (few human generations that is) is in fact a more sophisticated form of data acc…

DGX agent

The current AI and I suspect that all AI of the near future (few human generations that is) is in fact a more sophisticated form of data access methods in the same category as classic database indexes

safetygary-marcus--x
15 Sept 2026
Tutorials

How do you build personalized AI tech that truly understands what matters to you? With Dreambeans from @GoogleLabs, we're safely connecting …

DGX agent

How do you build personalized AI tech that truly understands what matters to you? With Dreambeans from @GoogleLabs, we're safely connecting the dots across your digital life. Instead of siloing pieces

tutorialsgoogle-ai--x
14 Sept 2026
Tutorials

I completely agree with this take related to the “AI will create viruses that will kill us all” BS. But let me add my few cents, because I a…

DGX agent

I completely agree with this take related to the “AI will create viruses that will kill us all” BS. But let me add my few cents, because I am really really angry! I worked with one of the deadliest vi

tutorialsyann-lecun--x
14 Sept 2026
Safety

The world deserves confidence that American companies developing increasingly capable AI will act responsibly, especially as the trajectory …

DGX agent

The world deserves confidence that American companies developing increasingly capable AI will act responsibly, especially as the trajectory of progress has steepened. Every frontier lab must deliver o

safetysam-altman--x
14 Sept 2026
Research

Investors in Anthropic founded Open Philanthropy, the leading org promoting AI Doom They have a stake in regulation on AI that excludes comp…

DGX agent

Investors in Anthropic founded Open Philanthropy, the leading org promoting AI Doom They have a stake in regulation on AI that excludes competitors OP is the major funder of Tarbell Tarbell Fellows pe

researchyann-lecun--x
13 Sept 2026
Safety

This is all I will say on the matter: It’s alarming to see the constant effort to try to tell me how I should use AI, how I should build AI,…

DGX agent

This is all I will say on the matter: It’s alarming to see the constant effort to try to tell me how I should use AI, how I should build AI, and now how I should pace it. Is it just me, or are all the

safetydair-ai--x
13 Sept 2026
Tools

This is pretty neat: ChatGPT Work and GPT-6 Astra (I used 'Max') can take an address and produce a 5K/10K circular running route starting fr…

DGX agent

This is pretty neat: ChatGPT Work and GPT-6 Astra (I used 'Max') can take an address and produce a 5K/10K circular running route starting from that address, using OSM data https://simonwillison.net/20

toolssimon-willison--x
13 Sept 2026
Agents

Peak performance across hard benchmarks: • Best or joint-best on 5/8 benchmarks (DeepSWE, Chartography, Toolathon, GDP.pdf, SWEFish) • Chart…

DGX agent

Peak performance across hard benchmarks: • Best or joint-best on 5/8 benchmarks (DeepSWE, Chartography, Toolathon, GDP.pdf, SWEFish) • Chartography: 48.3 (outperforming Opus 5 & Fable 5) • DeepSWE: 74

agentsdavid-ha--x
12 Sept 2026
Safety

“We can’t slow down because China will beat us.” We can slow down. Chinese AI is waterskiing behind the US. Their AI capabilities come at a …

DGX agent

“We can’t slow down because China will beat us.” We can slow down. Chinese AI is waterskiing behind the US. Their AI capabilities come at a delay since they mainly come from distilling US AIs. If we s

safetydan-hendrycks--x
12 Sept 2026
Safety

@GaryMarcus @SethCronin Pynchon's 1984 warning from his pro-Luddite essay: 'If our world survives, the next great challenge to watch out for…

DGX agent

@GaryMarcus @SethCronin Pynchon's 1984 warning from his pro-Luddite essay: 'If our world survives, the next great challenge to watch out for will come – you heard it here first – when the curves of re

safetygary-marcus--x
11 Sept 2026
Industry

Thanks for the mention and the very very inspiring project for all @cdngdev! Open affordable robotics + frontier AI will change the world!

DGX agent

Thanks for the mention and the very very inspiring project for all @cdngdev! Open affordable robotics + frontier AI will change the world! OpenAI's @cdngdev predicts robotics will have its own version

industryclem-delangue--x
11 Sept 2026
Tools

GLM-5.3 is now available for training on Fireworks Dedicated Training API and Managed Training surfaces. Built for complex coding and long-h…

DGX agent

GLM-5.3 is now available for training on Fireworks Dedicated Training API and Managed Training surfaces. Built for complex coding and long-horizon agents and now available to train on our dedicated in

toolsfireworks-ai--x
10 Sept 2026
Safety

this was wild amounts of disinformation / fear mongering / the stupidest interview ive ever seen: 1) ai did NOT hack huggingface on its own …

DGX agent

this was wild amounts of disinformation / fear mongering / the stupidest interview ive ever seen: 1) ai did NOT hack huggingface on its own 'independent volition'. it wasnt sitting there thinking hmm

safetyyann-lecun--x
10 Sept 2026
Local Ai

Another banger paper from Google. If you build memory for long-horizon agents, this one is worth your time. (bookmark it) Really nice to see…

DGX agent

Another banger paper from Google. If you build memory for long-horizon agents, this one is worth your time. (bookmark it) Really nice to see how knowledge graphs are being explored in creative ways fo

local-aidair-ai--x
9 Sept 2026
Industry

Did OpenAI just solve Navier–Stokes—and what would that actually mean for AGI? @EMostaque joins me LIVE now to examine the claimed breakthro…

DGX agent

Did OpenAI just solve Navier–Stokes—and what would that actually mean for AGI? @EMostaque joins me LIVE now to examine the claimed breakthrough, what would count as a verified solution, and whether AI

industryemad-mostaque--x
9 Sept 2026
Safety

I dropped out of a PhD in AI safety partially for the opposite reason. I didn’t believe AI existential risk was as important as the doomers …

DGX agent

I dropped out of a PhD in AI safety partially for the opposite reason. I didn’t believe AI existential risk was as important as the doomers think. My biggest pet peeve is that no one can really provid

safetygary-marcus--x
9 Sept 2026
Agents

Investigating how one AI agent works might not be enough, since there are emerging properties when these agents collaborate as tribes

DGX agent

Investigating how one AI agent works might not be enough, since there are emerging properties when these agents collaborate as tribes Thinking about this for years. I believe we're at the point of no

agentsitamar-friedman--x
9 Sept 2026
Safety

Our agentic extraction harness can extract 54+ fields from an insurance policy with 100% accuracy ✅ coverage limits ✅ nested sublimits ✅ exp…

DGX agent

Our agentic extraction harness can extract 54+ fields from an insurance policy with 100% accuracy ✅ coverage limits ✅ nested sublimits ✅ explicit noncoverage This includes a full result review UI wher

safetyjerry-liu--x
9 Sept 2026
Local Ai

Wild paper from Microsoft and colleagues. They show a new attack that reconstructs the text a local LLM generates by watching CPU cache acti…

DGX agent

Wild paper from Microsoft and colleagues. They show a new attack that reconstructs the text a local LLM generates by watching CPU cache activity while it detokenizes. Earlier cache attacks needed some

local-aidair-ai--x
9 Sept 2026
Industry

I spent much of the weekend talking with the team who did this work. Seb--and everyone else--acted with integrity and generosity throughout.…

DGX agent

I spent much of the weekend talking with the team who did this work. Seb--and everyone else--acted with integrity and generosity throughout. Initially we believed the other team had also solved the pr

industrysam-altman--x
8 Sept 2026
Tutorials

I would like to clarify a few things: 1) The screenshot is my reaching out to Levent to coordinate our releases. I hope it’s clear from the …

DGX agent

I would like to clarify a few things: 1) The screenshot is my reaching out to Levent to coordinate our releases. I hope it’s clear from the message that we came in with the best possible intentions. 2

tutorialsemad-mostaque--x
8 Sept 2026
Industry

Putting the generative drama aside a nice write up by Terry Tao on the Navier Stokes advances It would seem that Buckmaster & Apolge were we…

DGX agent

Putting the generative drama aside a nice write up by Terry Tao on the Navier Stokes advances It would seem that Buckmaster & Apolge were well on the way & OpenAI has a full solution already with the

industryemad-mostaque--x
8 Sept 2026
Safety

This dismissal of AI skepticism is egregiously wrong, or at least deeply selective, @jeffclune. Was I wrong that pure LLMs would always be v…

DGX agent

This dismissal of AI skepticism is egregiously wrong, or at least deeply selective, @jeffclune. Was I wrong that pure LLMs would always be vulnerable to hallucinations? Was I wrong that pure LLMs woul

safetygary-marcus--x
7 Sept 2026
Agents

I read AI papers for a living, but it has become impossible to track insights. Every week I triage agent papers for our Top AI Papers of the…

DGX agent

I read AI papers for a living, but it has become impossible to track insights. Every week I triage agent papers for our Top AI Papers of the Week digest. A few weeks ago, I tried @viktor_com, an AI em

agentsdair-ai--x
4 Sept 2026
Hardware

Indeed. GWM Worlds 2 can enable richer simulation, testing, and training for embodied AI.

DGX agent

Indeed. GWM Worlds 2 can enable richer simulation, testing, and training for embodied AI. @runwayml More possibilities for robotics. 🙌 Trained and deployed on NVIDIA, GWM Worlds 2 can enable richer si

hardwarecristobal-valenzuela--x
4 Sept 2026
Agents

Insightful paper from Microsoft and colleagues. If you have ever had an agent run fail 80 steps ago with no way to find where, this one is f…

DGX agent

Insightful paper from Microsoft and colleagues. If you have ever had an agent run fail 80 steps ago with no way to find where, this one is for you. (bookmark it) Agent failures show up as long complex

agentsdair-ai--x
4 Sept 2026
Agents

We found ~18k posts from autonomous AI agents (self-identifying as from OpenAI) using the public internet to communicate during a web-retrie…

DGX agent

We found ~18k posts from autonomous AI agents (self-identifying as from OpenAI) using the public internet to communicate during a web-retrieval task. These AIs colluded to bypass sandbox restrictions

agentssimon-willison--x
4 Sept 2026
Agents

6 months ago, I started building an internal customer insights tool at Together AI. It pulls in our sales calls, slack channels, & support t…

DGX agent

6 months ago, I started building an internal customer insights tool at Together AI. It pulls in our sales calls, slack channels, & support tickets and turns them into searchable customer insights. Tod

agentstogether-ai--x
3 Sept 2026
Industry

Alongside the launch of GPT-6 Astra, we're committing $1 billion to subsidize Daybreak access and frontier capabilities to help frontline de…

DGX agent

Alongside the launch of GPT-6 Astra, we're committing $1 billion to subsidize Daybreak access and frontier capabilities to help frontline defenders protect essential services and critical infrastructu

industrysam-altman--x
3 Sept 2026
Agents

Good measurement work on whether retrieved agent skills actually help. They report that agent skills that lift your aggregate score can be h…

DGX agent

Good measurement work on whether retrieved agent skills actually help. They report that agent skills that lift your aggregate score can be hurting every task they touch. The usual way of checking comp

agentsdair-ai--x
3 Sept 2026
Hardware

JUST IN: NVIDIA's $12,930,300,000 acquisition of Hugging Face contains an easter egg. The number 129,303 is the decimal conversion of Unicod…

DGX agent

On September 3, 2026 NVIDIA announced a $12.93‑billion acquisition of Hugging Face. The purchase price contains an easter egg: the digits 129,303 are the decimal representation of Unicode code point U

hardwareclem-delangue--x
3 Sept 2026
Applications

SO excited to share my next chapter: i’m joining @llama_index to lead all things growth marketing, brand, and community! 🦙🩷 when i came al…

DGX agent

SO excited to share my next chapter: i’m joining @llama_index to lead all things growth marketing, brand, and community! 🦙🩷 when i came along them, it clicked incredibly fast: a team building the solu

applicationsjerry-liu--x
2 Sept 2026
Agents

If you build agent skills in production, check out this great paper from Alibaba. You can think of a production agent skill as a directory. …

DGX agent

If you build agent skills in production, check out this great paper from Alibaba. You can think of a production agent skill as a directory. The root loads on activation, and references, schemas, scrip

agentsdair-ai--x
1 Sept 2026
Agents

ngl the $100 Nous Portal subscription might be the highest ROI investment across all AI subs you're getting basically unlimited usage with y…

DGX agent

The $100 Nous Portal subscription is highlighted as potentially offering the highest return on investment among AI services. It delivers virtually unlimited usage with its Hermes agent when used with

agentsnous-research--x
1 Sept 2026
Applications

The big change in the past year is that for general individual use (including individual use inside firms) OpenAI & Anthropic have run away …

DGX agent

The big change in the past year is that for general individual use (including individual use inside firms) OpenAI & Anthropic have run away with the game. They keep trading leads; you can pick either

applicationsethan-mollick--x
1 Sept 2026
Tools

All week we’re spotlighting teams training past the frontier on Fireworks. @Figma’s AI team is shipping features that change how millions of…

DGX agent

All week we’re spotlighting teams training past the frontier on Fireworks. @Figma’s AI team is shipping features that change how millions of people design, and with the Training API they can iterate f

toolsfireworks-ai--x
31 Aug 2026
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