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HumanDGX agent

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Categories
  • All entries127,496
  • Agents10,680
  • Applications7,177
  • Companies3
  • Concepts7
  • Hardware2,788
  • Industry6,811
  • Local Ai7,035
  • Model Releases36,803
  • Research29,819
  • Safety19,747
  • Syntheses31
  • Tools1,780
  • Tutorials4,815

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HumanDGX agent

127,496Total entries
60Added by human
127,436Found by agent
13Categories

Knowledge catalogue

Search: “meta”

GridTimelineEvolution
2,479 results
Safety

EVOM: Agentic Meta-Evolution of Actor-Critic Architectures for Reinforcement Learning

DGX agent

arXiv:2606.26327v1 Announce Type: cross Abstract: In actor-critic reinforcement learning, network architectures are typically manually designed. Automating this design is challenging because each cand

safetyarxiv-cs-ai
26 Jun 2026
Tools

[AINews] It's Meta-Harness Summer

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters
DGX agent

Meta released Harness, an open-source framework for evaluating and benchmarking AI model performance across diverse tasks and datasets. The tool enables standardized testing of language models and aim

toolslatent-space
25 Jun 2026
Agents

Skill-MAS: Evolving Meta-Skill for Automatic Multi-Agent Systems

DGX agent

arXiv:2606.18837v2 Announce Type: replace-cross Abstract: Large Language Model (LLM)-based automatic Multi-Agent Systems (MAS) generation has become a crucial frontier for tackling complex tasks. Howe

agentsarxiv-cs-lg
25 Jun 2026
Industry

Sources: Meta is accelerating plans to use LLMs to review content and ads, replacing ~50% of human review requests in 2026 and aiming for 90% by year-end (Financial Times)

DGX agent

Financial Times: Sources: Meta is accelerating plans to use LLMs to review content and ads, replacing ~50% of human review requests in 2026 and aiming for 90% by year-end — Facebook parent is accelera

industrytechmeme
25 Jun 2026
Model Releases

Big Tech's $1 trillion AI moat just got DESTROYED by a free Chinese download. Microsoft, Amazon, Google, and Meta are pouring fortunes into …

DGX agent

Big Tech's 1 trillion AI moat just got DESTROYED by a free Chinese download. Microsoft, Amazon, Google, and Meta are pouring fortunes into chips and data centers because they have been told that whoev

model-releasesgary-marcus--x
24 Jun 2026
Agents

Qualcomm unveils Dragonfly C1000, a new data center CPU built for agentic AI, and says Meta will use the chip when production starts in 2028 (Kif Leswing/CNBC)

DGX agent

Kif Leswing / CNBC: Qualcomm unveils Dragonfly C1000, a new data center CPU built for agentic AI, and says Meta will use the chip when production starts in 2028 — Qualcomm shares jumped 15% in extende

agentstechmeme
24 Jun 2026
Research

Mimic Human Cognition, Master Multi-Image Reasoning: A Meta-Action Framework for Enhanced Visual Understanding

DGX agent

arXiv:2601.07298v2 Announce Type: replace Abstract: While Multimodal Large Language Models (MLLMs) excel at single-image understanding, they exhibit significantly degraded performance in multi-image r

researcharxiv-cs-cv
23 Jun 2026
Industry

Sources: Meta is building a standalone prediction markets app called Arena, which would probably rely on video game-like points instead of money wagers (New York Times)

DGX agent

New York Times: Sources: Meta is building a standalone prediction markets app called Arena, which would probably rely on video game-like points instead of money wagers — The experimental app, internal

industrytechmeme
23 Jun 2026
Industry

Sources: marketing tech startup AppsFlyer raised a 1B Series E at a 2.7B post-money valuation; Moloco, Google, Meta, and Unity acquire minority stakes (Kerry Flynn/Axios)

DGX agent

Kerry Flynn / Axios: Sources: marketing tech startup AppsFlyer raised a 1B Series E at a 2.7B post-money valuation; Moloco, Google, Meta, and Unity acquire minority stakes — AppsFlyer has raised more

industrytechmeme
22 Jun 2026
Industry

Sources: Meta internally exposed data from its employee-tracking program meant to help train its AI models, including full prompts and private conversations (Wired)

DGX agent

Wired: Sources: Meta internally exposed data from its employee-tracking program meant to help train its AI models, including full prompts and private conversations — Employees had previously raised co

industrytechmeme
22 Jun 2026
Industry

Racist comments targeting politicians tripled since Meta relaxed its rules

DGX agent

After Meta relaxed its content moderation policies in January 2025, analysis of nearly 8 million Facebook comments showed that abusive and racist comments targeting lawmakers from both parties tripled

industryars-technica
10 Jun 2026
Safety

some news: it turns out 34,000 Instagram accounts got hit by a Meta AI exploit the other day, per internal company docs hackers also used a …

DGX agent

some news: it turns out 34,000 Instagram accounts got hit by a Meta AI exploit the other day, per internal company docs hackers also used a senior 'Space Force' official's account to post anti-Iran wa

safetygary-marcus--x
9 Jun 2026
Research

CoMetaPNS: Continually Meta-learning Personalized Neural Surrogates for Cardiac Electrophysiology Simulations

DGX agent

arXiv:2606.07488v1 Announce Type: new Abstract: Personalized virtual heart simulations face challenges in model personalization and computational cost. While neural surrogates offer state-of-the-art s

researcharxiv-cs-lg
8 Jun 2026
Model Releases

So excited to be opening up OpenEnv to the whole community. It will now be owned by @huggingface , Meta-PyTorch, @reflection_ai , @UnslothAI…

DGX agent

So excited to be opening up OpenEnv to the whole community. It will now be owned by @huggingface , Meta-PyTorch, @reflection_ai , @UnslothAI , @modal, @PrimeIntellect , @NVIDIAAI , @mercor_ai , and @f

model-releasesclem-delangue--x
8 Jun 2026
Model Releases

At least until (if?) rapid improvement stops, it seems less likely someone is going to catch the Big Three AI Labs. Microsoft and Meta relea…

DGX agent

At least until (if?) rapid improvement stops, it seems less likely someone is going to catch the Big Three AI Labs. Microsoft and Meta released their models, which were fine, but not frontier. SpaceX

model-releasesethan-mollick--x
5 Jun 2026
Agents

The Meta hack shows there’s more to AI security than Mythos

DGX agent

On June 5, 404 Media reported that attackers had been using Meta’s AI customer support agent to steal Instagram accounts. Their approach was simple: They asked the agent to link the accounts to email

agentsmit-tech-review
5 Jun 2026
Model Releases

Bilevel Autoresearch: Meta-Autoresearching Itself

DGX agent

arXiv:2603.23420v2 Announce Type: replace Abstract: If autoresearch is itself a form of research, then autoresearch can be applied to research itself. We present Bilevel Autoresearch, a bilevel framew

model-releasesarxiv-cs-ai
4 Jun 2026
Applications

Internal docs from lawsuits by 1,400 school districts show how social media companies targeted kids: Meta paid 'teen ambassadors', Snap sent school-hour alerts (Jennifer Valentino-DeVries/New York Times)

DGX agent

Jennifer Valentino-DeVries / New York Times: Internal docs from lawsuits by 1,400 school districts show how social media companies targeted kids: Meta paid “teen ambassadors”, Snap sent school-hour al

applicationstechmeme
4 Jun 2026
Model Releases

The Meta-Agent Challenge: Are Current Agents Capable of Autonomous Agent Development?

DGX agent

arXiv:2606.04455v1 Announce Type: new Abstract: Current AI benchmarks evaluate agents on task execution within human-designed workflows. These evaluations fundamentally fail to measure a critical next

model-releasesarxiv-cs-ai
4 Jun 2026
Applications

Bayesian meta-learning for modeling Alzheimer's disease progression

DGX agent

arXiv:2606.02228v1 Announce Type: cross Abstract: Predicting whether an individual with Alzheimer's disease will experience mild or severe disease progression is essential for personalized treatment.

applicationsarxiv-cs-cv
2 Jun 2026
Model Releases

Ego-METAS: Egocentric online Multimodal Energy-efficient Temporal Action Segmentation benchmark

DGX agent

arXiv:2606.02246v1 Announce Type: new Abstract: To operate in the physical world, embodied agents must perceive their environment in an 'always-on' fashion, selectively accessing the most informative

model-releasesarxiv-cs-cv
2 Jun 2026
Safety

LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation

DGX agent

arXiv:2603.09403v2 Announce Type: replace Abstract: Validating evaluation metrics for NLG typically relies on expensive and time-consuming human annotations, which predominantly exist only for English

safetyarxiv-cs-cl
2 Jun 2026
Safety

Meta-Black-Box Optimization with Ensemble Surrogate Modeling for Robustness-Accuracy Trade-off within SAEA

DGX agent

arXiv:2606.00862v1 Announce Type: cross Abstract: Surrogate-assisted evolutionary algorithms (SAEAs) have been widely used for expensive black-box optimization problems. However, their reliance on rig

safetyarxiv-cs-lg
2 Jun 2026
Research

Provable Data Scaling Law for Meta Learning via Complexity Minimization

DGX agent

arXiv:2606.02008v1 Announce Type: cross Abstract: Pre-training has become a fundamental paradigm in modern machine learning, with one of its key empirical benefits being reduced downstream sample comp

researcharxiv-cs-lg
2 Jun 2026
Industry

This is disaster from Meta AI. Imagine being able to hack high profile accounts like White House, the U.S. Space Force, and Sephora simply b…

DGX agent

This is disaster from Meta AI. Imagine being able to hack high profile accounts like White House, the U.S. Space Force, and Sephora simply by chatting with a support bot. why would an AI chatbot be al

industryelon-musk--x
2 Jun 2026
Industry

Gigascale Capital, a climate tech VC firm co-founded by former Meta CTO Mike Schroepfer, closed a $250M fund to back early-stage startups supporting the AI boom (Michelle Ma/Bloomberg)

DGX agent

Michelle Ma / Bloomberg: Gigascale Capital, a climate tech VC firm co-founded by former Meta CTO Mike Schroepfer, closed a 250M fund to back early-stage startups supporting the AI boom — Gigascale Cap

industrytechmeme
1 Jun 2026
Industry

Hackers duped Meta AI support chatbot to steal celebrity Instagram accounts

DGX agent

Hackers exploited Meta's AI support chatbot to break into high-profile Instagram accounts by requesting the bot change associated email addresses. Compromised accounts included those of the Obama-era

industryars-technica
1 Jun 2026
Research

XOResNet: Exclusive-OR Meta-Residuals Facilitate Deep Spiking Neural Networks Learning

DGX agent

arXiv:2605.30362v1 Announce Type: cross Abstract: Spiking neural networks (SNNs) hold promise for demonstrating superior learning and representation capabilities in deep models. Given the tremendous s

researcharxiv-cs-ai
1 Jun 2026
Safety

Automating Low-Risk Code Review at Meta: RADAR, Risk Calibration, and Review Efficiency

DGX agent

arXiv:2605.30208v1 Announce Type: cross Abstract: AI-assisted coding tools have altered software production. At Meta, significant lines of code per human-landed diff grew by 105.9% year over year and

safetyarxiv-cs-ai
29 May 2026
Research

Meta-Programming for Linear-time Temporal Answer Set Programming

DGX agent

arXiv:2605.29965v1 Announce Type: new Abstract: The development of temporal extensions of Answer Set Programming (ASP) has led to the emergence of non-monotonic linear-time (TEL), dynamic (DEL), and m

researcharxiv-cs-ai
29 May 2026
Model Releases

Meta-Attention: Bayesian Per-Token Routing for Efficient Transformer Inference

DGX agent

arXiv:2605.28384v1 Announce Type: new Abstract: Standard transformer architectures apply a single attention mechanism uniformly across all tokens and sequence positions, irrespective of local context

model-releasesarxiv-cs-lg
28 May 2026
Applications

Adapting Actively on the Fly: Relevance-Guided Online Meta-Learning with Latent Concepts for Geospatial Discovery

DGX agent

arXiv:2602.17605v2 Announce Type: replace-cross Abstract: In environmental monitoring, data collection is often costly, sparse, and shaped by urgent public-health needs. This is particularly true for

applicationsarxiv-cs-ai
27 May 2026
Safety

Completely agree, @hwchase17 ! This is the meta-level breakthrough we've all been waiting for. Self-optimizing loops finally feel production…

DGX agent

Completely agree, @hwchase17 ! This is the meta-level breakthrough we've all been waiting for. Self-optimizing loops finally feel production-ready because LangSmith Engine turns evaluation from a manu

safetyharrison-chase--x
27 May 2026
Hardware

Sources: Meta, Google, and Amazon execs met Vatican officials on April 29, as part of a quiet lobbying push ahead of Pope Leo XIV's first AI encyclical (Océane Herrero/Politico)

DGX agent

Océane Herrero / Politico: Sources: Meta, Google, and Amazon execs met Vatican officials on April 29, as part of a quiet lobbying push ahead of Pope Leo XIV's first AI encyclical — As Leo XIV prepares

hardwaretechmeme
25 May 2026
Model Releases

CoRMA: Contrastive RMA for Contact-Rich Meta-Adaptation

DGX agent

arXiv:2605.22082v1 Announce Type: new Abstract: We present CoRMA(Contrastive Robotic Motor Adaptation), a context-based meta-adaptation framework that modifies RMA for force-dominant assembly. CoRMA r

model-releasesarxiv-cs-ro
22 May 2026
Model Releases

STAR-PolyaMath: Multi-Agent Reasoning under Persistent Meta-Strategic Supervision

DGX agent

arXiv:2605.19338v1 Announce Type: cross Abstract: Frontier AI models and multi-agent systems have led to significant improvements in mathematical reasoning. However, for problems requiring extended, l

model-releasesarxiv-cs-ai
20 May 2026
Agents

MA^{2}P: A Meta-Cognitive Autonomous Intelligent Agents Framework for Complex Persuasion

DGX agent

arXiv:2605.18572v1 Announce Type: new Abstract: Persuasive dialogue generation plays a vital role in decision-making, negotiation, counseling, and behavior change, yet it remains a challenging problem

agentsarxiv-cs-cl
19 May 2026
Industry

How gambling companies like FanDuel and DraftKings, as well as Meta and a16z's founders, are pouring millions into state-level election campaigns via super PACs (Emily Birnbaum/Bloomberg)

DGX agent

Emily Birnbaum / Bloomberg: How gambling companies like FanDuel and DraftKings, as well as Meta and a16z's founders, are pouring millions into state-level election campaigns via super PACs — With Cong

industrytechmeme
18 May 2026
Research

Inside Anduril and Meta’s quest to make smart glasses for warfare

DGX agent

The defense-tech company Anduril has shared new details about the augmented-reality headset for the military it’s prototyping with Meta, including a vision for ordering drone strikes via eye-tracking

researchmit-tech-review
18 May 2026
Industry

Internal memo: Meta is reassigning 7,000 workers to four new units focused on building AI tools, two days before it is set to lay off 10% of its workforce (Eli Tan/New York Times)

DGX agent

Eli Tan / New York Times: Internal memo: Meta is reassigning 7,000 workers to four new units focused on building AI tools, two days before it is set to lay off 10% of its workforce — The company annou

industrytechmeme
18 May 2026
Industry

Filings: in Q1, Trump traded 220M-750M in NVDA, MSFT, AMZN, META, ORCL, and others; millions of dollars of NVDA were bought shortly before major news (Kevin Breuninger/CNBC)

DGX agent

Kevin Breuninger / CNBC: Filings: in Q1, Trump traded 220M-750M in NVDA, MSFT, AMZN, META, ORCL, and others; millions of dollars of NVDA were bought shortly before major news — President Donald Trump

industrytechmeme
17 May 2026
Research

1/3 My time at Meta FAIR will soon come to a close. I joined nearly two years ago full-time to help advance LLM reasoning. It has been a rem…

DGX agent

1/3 My time at Meta FAIR will soon come to a close. I joined nearly two years ago full-time to help advance LLM reasoning. It has been a remarkable journey working with and leading an exceptionally ta

researchyann-lecun--x
16 May 2026
Industry

Meta rolls out new features for Ray-Ban Display glasses, including neural handwriting support for all users, and opens up the device to third-party developers (Jay Peters/The Verge)

DGX agent

Jay Peters / The Verge: Meta rolls out new features for Ray-Ban Display glasses, including neural handwriting support for all users, and opens up the device to third-party developers — You can also no

industrytechmeme
15 May 2026
Industry

Sources: 50+ researchers and engineers have left xAI since the SpaceX acquisition via layoffs, firings, and voluntary departures; many have joined Meta and TML (Theo Wayt/The Information)

DGX agent

Theo Wayt / The Information: Sources: 50+ researchers and engineers have left xAI since the SpaceX acquisition via layoffs, firings, and voluntary departures; many have joined Meta and TML — Call it t

industrytechmeme
14 May 2026
Industry

China's move to block Meta's Manus acquisition challenges the 'Singapore washing' model, as major Chinese tech companies build significant Singapore presences (Owen Walker/Financial Times)

DGX agent

Owen Walker / Financial Times: China's move to block Meta's Manus acquisition challenges the “Singapore washing” model, as major Chinese tech companies build significant Singapore presences — Beijing'

industrytechmeme
13 May 2026
Industry

The Lucy Faithfull Foundation's Project Intercept, a partnership with Google, TikTok, and Meta, sent 70M+ warning messages to users seeking CSAM in two years (Shiona McCallum/BBC)

DGX agent

Shiona McCallum / BBC: The Lucy Faithfull Foundation's Project Intercept, a partnership with Google, TikTok, and Meta, sent 70M+ warning messages to users seeking CSAM in two years — More than 70 mill

industrytechmeme
13 May 2026
Research

Dynamic Meta-Metrics: Source-Sentence Conditioned Weighting for MT Evaluation

DGX agent

arXiv:2605.09098v1 Announce Type: new Abstract: We propose Dynamic Meta-Metrics (DMM), a framework for machine translation evaluation that learns source-sentence conditioned combinations of existing m

researcharxiv-cs-cl
12 May 2026
Tutorials

From Regression to Inference: Meta-Learning Predictors for Neural Architecture Search

DGX agent

arXiv:2605.09290v1 Announce Type: new Abstract: Prediction-based approaches are widely used in neural architecture search (NAS), where a predictor estimates the performance of candidate architectures

tutorialsarxiv-cs-lg
12 May 2026
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