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  • All entries126,562
  • Agents10,606
  • Applications7,144
  • Companies3
  • Concepts7
  • Hardware2,768
  • Industry6,806
  • Local Ai6,991
  • Model Releases36,486
  • Research29,590
  • Safety19,568
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Knowledge catalogue

Search: “meta”

GridTimelineEvolution
2,452 results
Safety

Major new class action lawsuit accuses Meta of copyright infringement around AI training. It says they trained on pirated books, and that AI…

DGX agent

Major new class action lawsuit accuses Meta of copyright infringement around AI training. It says they trained on pirated books, and that AI books flooding the market demonstrates market harm. These l

safetygary-marcus--x
5 May 2026
Human
DGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters
Industry

Meta is using AI on Facebook and Instagram to detect under-13 users by analyzing bone structure, height, and visual cues, but says it's 'not facial recognition' (Emma Roth/The Verge)

DGX agent

Emma Roth / The Verge: Meta is using AI on Facebook and Instagram to detect under-13 users by analyzing bone structure, height, and visual cues, but says it's “not facial recognition” — ‘We want to be

industrytechmeme
5 May 2026
Agents

Sources: Meta is building agentic tools, including an OpenClaw-like assistant powered by its new Muse Spark AI model to help users create AI bots (Hannah Murphy/Financial Times)

DGX agent

Hannah Murphy / Financial Times: Sources: Meta is building agentic tools, including an OpenClaw-like assistant powered by its new Muse Spark AI model to help users create AI bots — Social media platfo

agentstechmeme
5 May 2026
Applications

My surprise here seems warranted, this paper was retracted (There are other peer-reviewed meta-analyses of the impact of AI on education fin…

DGX agent

My surprise here seems warranted, this paper was retracted (There are other peer-reviewed meta-analyses of the impact of AI on education finding positive effects, like: https://www.researchgate.net/pu

applicationsethan-mollick--x
4 May 2026
Applications

Nearly 20 US state-run health insurance exchanges include ad trackers that send user data like race and citizenship info to companies like Meta, TikTok, Google (Bloomberg)

DGX agent

Bloomberg: Nearly 20 US state-run health insurance exchanges include ad trackers that send user data like race and citizenship info to companies like Meta, TikTok, Google — Nearly all of the 20 state-

applicationstechmeme
4 May 2026
Industry

Source via Meta: https://about.fb.com/news/2026/04/powering-ai-strengthening-the-grid-space-solar-energy-and-long-duration-storage/ I break …

DGX agent

Source via Meta: https://about.fb.com/news/2026/04/powering-ai-strengthening-the-grid-space-solar-energy-and-long-duration-storage/ I break down stories like this every day in my free newsletter. Keep

industryrowan-cheung--x
4 May 2026
Industry

A look at casino-style games, considered gambling in some US states, where player 'whales' spend tens of thousands via IAP on Apple, Google, and Meta platforms (Bloomberg)

DGX agent

Bloomberg: A look at casino-style games, considered gambling in some US states, where player “whales” spend tens of thousands via IAP on Apple, Google, and Meta platforms — “please remove this game fr

industrytechmeme
2 May 2026
Model Releases

Agentic AI for Cybersecurity: A Meta-Cognitive Architecture for Governable Autonomy

DGX agent

arXiv:2602.11897v3 Announce Type: replace-cross Abstract: Cybersecurity decision-making increasingly occurs in environments characterized by uncertainty, partial observability, and adversarial manipul

model-releasesarxiv-cs-ai
1 May 2026
Safety

Cool paper from Meta FAIR. It's on self-improving LLMs but on the pretraining side. (bookmark it) Most LLM safety, factuality, and reasoning…

DGX agent

Cool paper from Meta FAIR. It's on self-improving LLMs but on the pretraining side. (bookmark it) Most LLM safety, factuality, and reasoning fixes get bolted on at post-training. By then, the patterns

safetydair-ai--x
1 May 2026
Industry

Alphabet's stock climbed 10% on Thursday and 34% in April, its best month since 2004; Meta's stock plunged 8.5% on Thursday, its steepest drop since October (Annie Palmer/CNBC)

DGX agent

Annie Palmer / CNBC: Alphabet's stock climbed 10% on Thursday and 34% in April, its best month since 2004; Meta's stock plunged 8.5% on Thursday, its steepest drop since October — Alphabet's stock sur

industrytechmeme
30 Apr 2026
Local Ai

Meta is running get-rich-quick ads for its AI tools

DGX agent

Manus, an AI company Meta acquired for $2 billion last year is running ads promising quick, easy money with AI: Find local businesses without websites or with bad websites, have AI build them one, the

local-aithe-verge-ai
30 Apr 2026
Research

Meta-Learning and Targeted Differential Privacy to Improve the Accuracy-Privacy Trade-off in Recommendations

DGX agent

arXiv:2604.26390v1 Announce Type: cross Abstract: Balancing differential privacy (DP) with recommendation accuracy is a key challenge in privacy-preserving recommender systems, since DP-noise degrades

researcharxiv-cs-lg
30 Apr 2026
Model Releases

Data-Driven Hamiltonian Reduction for Superconducting Qubits via Meta-Learning

DGX agent

arXiv:2604.24912v1 Announce Type: cross Abstract: We introduce HAML (Hamiltonian Adaptation via Meta-Learning), a framework for fast online adaptation of effective Hamiltonian models of superconductin

model-releasesarxiv-cs-lg
29 Apr 2026
Safety

Sheer insanity. Amazon, Google, Microsoft, and Meta collectively are spending more money than the Manhattan Project *every single month*. Mo…

DGX agent

Sheer insanity. Amazon, Google, Microsoft, and Meta collectively are spending more money than the Manhattan Project *every single month*. More than 12x the Manhattan Project every year. And what they

safetygary-marcus--x
29 Apr 2026
Industry

Australia unveils a draft News Bargaining Incentive scheme that imposes a 2.25% levy on local revenues for platforms; Meta says the government is 'simply wrong' (The Guardian)

DGX agent

The Guardian: Australia unveils a draft News Bargaining Incentive scheme that imposes a 2.25% levy on local revenues for platforms; Meta says the government is “simply wrong” — Google also rejects nee

industrytechmeme
28 Apr 2026
Safety

Meta-Aligner: Bidirectional Preference-Policy Optimization for Multi-Objective LLMs Alignment

DGX agent

arXiv:2604.24178v1 Announce Type: cross Abstract: Multi-Objective Alignment aims to align Large Language Models (LLMs) with diverse and often conflicting human values by optimizing multiple objectives

safetyarxiv-cs-ai
28 Apr 2026
Model Releases

Meta-Ensemble Learning with Diverse Data Splits for Improved Respiratory Sound Classification

DGX agent

arXiv:2604.24096v1 Announce Type: cross Abstract: Training reliable respiratory sound classification models remains challenging due to the limited size and subject diversity of datasets. Ensemble meth

model-releasesarxiv-cs-ai
28 Apr 2026
Applications

China is blocking the Manus acquisition by Meta. A few things stand out: - China has historically been more opaque and less public in restri…

DGX agent

China is blocking the Manus acquisition by Meta. A few things stand out: - China has historically been more opaque and less public in restricting foreign acquisitions of Chinese tech assets, while the

applicationsyohei-nakajima--x
27 Apr 2026
Local Ai

lol these headlines 😅 Btw the meta thing is that he's flying to work with the llamacpp team to unlock the next generation of local AI so he…

DGX agent

Clem Delangue posted about someone flying to work with the llama.cpp team on developing next-generation local AI capabilities, framed as meta commentary on headlines related to the endeavor. The post

local-aiclem-delangue--x
24 Apr 2026
Applications

S2MAM: Semi-supervised Meta Additive Model for Robust Estimation and Variable Selection

DGX agent

arXiv:2604.19072v1 Announce Type: cross Abstract: Semi-supervised learning with manifold regularization is a classical framework for jointly learning from both labeled and unlabeled data, where the ke

applicationsarxiv-cs-ai
22 Apr 2026
Industry

Filing: Anthropic spent 1.6M and OpenAI 1M on lobbying in Q1, vs. 360K and 560K in Q1 2025, respectively; Meta topped Big Tech lobbying spending with $7.1M (Ashley Gold/Axios)

DGX agent

Ashley Gold / Axios: Filing: Anthropic spent 1.6M and OpenAI 1M on lobbying in Q1, vs. 360K and 560K in Q1 2025, respectively; Meta topped Big Tech lobbying spending with 7.1M — Both Anthropic and Ope

industrytechmeme
21 Apr 2026
Safety

Black-Box Optimization From Small Offline Datasets via Meta Learning with Synthetic Tasks

DGX agent

arXiv:2604.12325v1 Announce Type: cross Abstract: We consider the problem of offline black-box optimization, where the goal is to discover optimal designs (e.g., molecules or materials) from past expe

safetyarxiv-cs-ai
15 Apr 2026
Model Releases

GeM-EA: A Generative and Meta-learning Enhanced Evolutionary Algorithm for Streaming Data-Driven Optimization

DGX agent

arXiv:2604.12336v1 Announce Type: cross Abstract: Streaming Data-Driven Optimization (SDDO) problems arise in many applications where data arrive continuously and the optimization environment evolves

model-releasesarxiv-cs-ai
15 Apr 2026
Research

metasnf: Meta Clustering with Similarity Network Fusion in R

DGX agent

arXiv:2410.17976v2 Announce Type: replace-cross Abstract: metasnf is an R package that enables users to apply meta clustering, a method for efficiently searching a broad space of cluster solutions by

researcharxiv-cs-lg
15 Apr 2026
Safety

MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization

DGX agent

arXiv:2601.07208v2 Announce Type: replace-cross Abstract: Group-Relative Policy Optimization (GRPO) has emerged as an efficient paradigm for aligning Large Language Models (LLMs), yet its efficacy is

safetyarxiv-cs-cl
14 Apr 2026
Model Releases

I think Muse Spark came in far better than most were expecting as the first new model attempt from Meta, especially given the fact that it h…

DGX agent

I think Muse Spark came in far better than most were expecting as the first new model attempt from Meta, especially given the fact that it has been a year since Llama 4 with no models at all (and that

model-releasesethan-mollick--x
12 Apr 2026
Model Releases

Routing every task to your largest model burns tokens, adds latency, and inflates costs. @AI21Labs' Maestro Orchestration Meta Model (OMM) i…

DGX agent

Routing every task to your largest model burns tokens, adds latency, and inflates costs. @AI21Labs' Maestro Orchestration Meta Model (OMM) is the layer above your stack that dynamically selects the ri

model-releasesai21-labs--x
9 Apr 2026
Local Ai

sam3.cpp - Meta's SAM 3 in pure C++ with @ggerganov's ggml - Supports SAM 3.1, 3, 2.1, 2 and EdgeTAM - FP16, 4-bit quant (EdgeTAM in 15 MB) …

DGX agent

sam3.cpp - Meta's SAM 3 in pure C++ with @ggerganov's ggml - Supports SAM 3.1, 3, 2.1, 2 and EdgeTAM - FP16, 4-bit quant (EdgeTAM in 15 MB) - Apple Metal GPU, CUDA, CPU - Text-prompted: 'peach' → ever

local-aigeorgi-gerganov--x
8 Apr 2026
Model Releases

Active Generative Simulation: Meta-Learning What to Simulate for Sim-and-Real Policy Co-Training

DGX agent

arXiv:2610.19479v1 Announce Type: new Abstract: Sim-and-real co-training is an effective way to scale robot learning by augmenting limited real-world demonstrations with simulation data. However, exis

model-releasesarxiv-cs-ro
15 Oct 2026
Tutorials

ROI-Reasoning: Rational Optimization for Inference via Pre-Computation Meta-Cognition

DGX agent

arXiv:2601.03822v2 Announce Type: replace Abstract: Large language models (LLMs) can achieve strong reasoning performance with sufficient computation, but they do not inherently know how much computat

tutorialsarxiv-cs-ai
15 Oct 2026
Model Releases

Meta-Video: Efficient Standardized Evaluation for Video Understanding

DGX agent

arXiv:2610.18535v1 Announce Type: new Abstract: Video understanding benchmarks are the primary yardstick for measuring progress in video-language modeling, and a growing body of work relies on them to

model-releasesarxiv-cs-cv
14 Oct 2026
Research

Diffusion Meta-Prompting and Steering for Generalizable Foundation Model Adaptation

DGX agent

arXiv:2610.11067v1 Announce Type: new Abstract: Prompt learning is a popular method for adapting foundation models, but learned prompts are typically task-specific and fail to generalize to new classe

researcharxiv-cs-cv
9 Oct 2026
Research

MCL: Meta Convolution Layer

DGX agent

arXiv:2610.11117v1 Announce Type: new Abstract: Dynamic convolution enhances convolutional neural networks (CNNs) by adapting kernels to input content, but it expresses the effective kernel as a linea

researcharxiv-cs-cv
9 Oct 2026
Applications

Towards Scalable Meta-Learning of near-optimal Interpretable Models via Synthetic Model Generations

DGX agent

arXiv:2511.04000v2 Announce Type: replace-cross Abstract: Decision trees are widely used in high-stakes fields like finance and healthcare due to their interpretability. This work introduces an effici

applicationsarxiv-cs-ai
9 Oct 2026
Safety

Safe Meta-Policy Design with Risk Control

DGX agent

arXiv:2610.10393v1 Announce Type: cross Abstract: Models can be retrained as new data arrive, but deploying every new version risks replacing a good policy with a worse one. We study how to plan polic

safetyarxiv-cs-lg
8 Oct 2026
Applications

A Hybrid Approach to Malware Detection: Integrating Few-Shot Model-Agnostic Meta-Learning with Autoencoders

DGX agent

arXiv:2610.01949v1 Announce Type: cross Abstract: Ransomware has emerged as a major cybersecurity threat, with incidents increasing in frequency and impact across critical sectors. These attacks are t

applicationsarxiv-cs-ai
2 Oct 2026
Agents

Learning Meta-Skills for Agent Harness Design in Test-Time AI4AI

DGX agent

arXiv:2609.38143v1 Announce Type: new Abstract: Agent performance depends on both reasoning ability and the environment in which it acts. We study test-time AI-for-AI, asking how a Builder can learn t

agentsarxiv-cs-ai
30 Sept 2026
Model Releases

Thinking Before Thinking: Scaling Agentic Inference Through Meta-Reasoning

DGX agent

arXiv:2609.38147v1 Announce Type: new Abstract: As agents take on longer and more complex problems, controlling the execution becomes a task in its own right. Each step in the run brings new control c

model-releasesarxiv-cs-ai
30 Sept 2026
Safety

MetaPusher: Meta Learning and Planning for Nonprehensile Manipulation of Unseen Objects with Rapid Online Adaption

DGX agent

arXiv:2609.21122v1 Announce Type: new Abstract: Manipulating previously unseen objects remains challenging, as their dynamics depend on latent physical properties, such as friction and mass distributi

safetyarxiv-cs-ro
21 Sept 2026
Applications

MetaRTL: Meta-path Attention Enhanced Relational Table Learning

DGX agent

arXiv:2609.19832v1 Announce Type: new Abstract: Relational table learning has gained increasing attention with the widespread use of relational databases. Existing methods typically rely on deep GNN o

applicationsarxiv-cs-ai
18 Sept 2026
Agents

Reasoning through Evolution: Automatic Meta-path Discovery for LLM-based Fake News Detection

DGX agent

arXiv:2609.18597v1 Announce Type: new Abstract: Propagation structures provide crucial evidence for fake news detection, yet existing approaches primarily rely on supervised GNN-based models, which re

agentsarxiv-cs-ai
17 Sept 2026
Model Releases

Meta-Learning-Assisted Constraint Relaxation for Constrained Black-Box Optimization

DGX agent

arXiv:2602.00532v2 Announce Type: replace-cross Abstract: Constraint handling is central to constrained black-box optimization (BBO), where objective improvement and feasibility restoration often prov

model-releasesarxiv-cs-lg
16 Sept 2026
Research

Meta-Learning for Classifier Selection in Image Datasets: A Feature-Driven Framework for Accuracy Prediction

DGX agent

arXiv:2609.11041v1 Announce Type: new Abstract: No Free Lunch theorem implies that any performance gains achieved by a classifier on a particular image distribution are necessarily offset by a loss of

researcharxiv-cs-cv
11 Sept 2026
Research

Adaptive Distributed Physical-Layer Authentication and Attack Detection in 6G Non-Terrestrial Networks via Causal Meta-Learning

DGX agent

arXiv:2609.09511v1 Announce Type: cross Abstract: Physical-layer authentication (PLA) in non-terrestrial networks (NTNs) is challenged by severe Doppler shifts, long delays, and fast channel variation

researcharxiv-cs-lg
10 Sept 2026
Safety

MetaRSI / RSI2: A Meta-Recursive Self-Improving System for Recursive Self-Improving Systems Themselves

DGX agent

arXiv:2609.06396v1 Announce Type: new Abstract: Recursive self-improvement (RSI) lets a system improve the model-building machinery from its own failures, so every later model inherits the gain. Yet R

safetyarxiv-cs-lg
9 Sept 2026
Model Releases

OCR-MetaReasoning Benchmark: Evaluating the Meta-Reasoning Ability of MLLMs in Text-Rich Image Understanding

DGX agent

arXiv:2608.30678v1 Announce Type: new Abstract: Text-rich image understanding requires multimodal large language models (MLLMs) to organize OCR (Optical Character Recognition)-grounded evidence across

model-releasesarxiv-cs-cl
1 Sept 2026
Research

Which Metrics Save the Most Human Annotation? Prediction-Powered Evaluation and Meta-Evaluation

DGX agent

arXiv:2608.26638v1 Announce Type: new Abstract: Across various non-verifiable tasks, human evaluation is reliable but expensive, while automatic metrics are more scalable but often biased. Building on

researcharxiv-cs-cl
28 Aug 2026
Safety

Making Deployments Safe at Meta: Health Checks for Continuous Change-Safety

DGX agent

arXiv:2608.20513v1 Announce Type: cross Abstract: Continuous deployment to large scale production systems creates a tension between release velocity and reliability. Every change is a potential reliab

safetyarxiv-cs-ai
24 Aug 2026
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