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Categories
  • All entries125,095
  • Agents10,457
  • Applications7,094
  • Companies3
  • Concepts7
  • Hardware2,730
  • Industry6,786
  • Local Ai6,927
  • Model Releases35,948
  • Research29,267
  • Safety19,341
  • Syntheses31
  • Tools1,775
  • Tutorials4,729

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125,095Total entries
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13Categories

Knowledge catalogue

Search: “meta”

GridTimelineEvolution
2,402 results
Local Ai

GitHub - meta-models/meta-oss-cookbook: All recipes for oss models from Meta Inc.

DGX agent

Muse Glimmer Cookbook Clone it, run it on the GPU you already own, and ship a working agent — one that plans, calls tools, and self-corrects — in a single sitting, fully offline. Muse Glimmer is an op

local-air-localllama
15 Aug 2026
Human
DGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters
Model Releases

Meta releases open-source Muse Glimmer model with 30B parameters

DGX agent

Meta Platforms Inc. today released Muse Glimmer, an open-source language model that can run on personal computers. The company also published a lengthy essay penned by Chief Executive Officer Mark Zuc

model-releasessiliconangle
10 Aug 2026
Agents

Meta releases Muse Code in beta, a terminal coding agent powered by Muse Spark 1.2, a coding-focused model priced at 1.25/1M input and 4.25/1M output tokens (Jonathan Vanian/CNBC)

DGX agent

Jonathan Vanian / CNBC: Meta releases Muse Code in beta, a terminal coding agent powered by Muse Spark 1.2, a coding-focused model priced at 1.25/1M input and 4.25/1M output tokens — Meta is rolling o

agentstechmeme
5 Aug 2026
Industry

Report: Meta will train AI agents by tracking employees' mouse, keyboard use

DGX agent

Meta is installing tracking software on U.S.-based employees' computers to capture mouse movements, clicks, and keystrokes for training AI models to build autonomous AI agents . The tool focuses on ar

industryars-technica
21 Apr 2026
Model Releases

Meta releases Muse Wonder AI models built to run personal and professional agents

DGX agent

Meta Platforms Inc. today released Muse Wonder and Muse Wonder Full, two artificial intelligence models it says are its most capable yet at running agents that handle personal and professional tasks.

model-releasessiliconangle
12 Oct 2026
Agents

Meta open sources code to let you make Muse AI gadgets

DGX agent

Meta now lets you make your own Muse gadgets that feature the company's new AI agent with code that the company open sourced. The company suggests projects like loading Muse on a color E Ink display t

agentsthe-verge-ai
2 Oct 2026
Agents

Meta’s Muse AI sent a YouTuber’s address to a stranger

DGX agent

Tech YouTuber Matt Robb says that Muse gave out his home address to a total stranger this weekend, after authorizing the bot to handle his Facebook Marketplace account. That's despite Meta placing gre

agentsthe-verge-ai
29 Sept 2026
Agents

This user had Meta Muse order her medication at a lower price, organize the shipping, and manage the re-orders. (Have your agent look at Cos…

DGX agent

This user had Meta Muse order her medication at a lower price, organize the shipping, and manage the re-orders. (Have your agent look at Costplusdrugs!) https://x.com/SinaHartung/status/20995288671194

agentsallie-k--miller--x
28 Sept 2026
Agents

Meta is making a standalone Muse AI gadget

DGX agent

Meta is building a dedicated hardware device for its new Muse AI agent. The product, called Muse Charm, was briefly shown off by Meta CEO Mark Zuckerberg at the end of tonight's Meta Connect presentat

agentsthe-verge-ai
23 Sept 2026
Model Releases

I have absolutely never ever 'asked' to stop R&D on LLMs. In fact, I was very supportive of LLM efforts at Meta. Just look up my public advo…

DGX agent

I have absolutely never ever 'asked' to stop R&D on LLMs. In fact, I was very supportive of LLM efforts at Meta. Just look up my public advocacy for Galactica (November 2022), and the open sourcing of

model-releasesyann-lecun--x
21 Sept 2026
Safety

Prompt-Space Meta-Learning Does Not Transfer Across Users: A Frozen-LLM Negative Result

DGX agent

arXiv:2609.01615v1 Announce Type: new Abstract: Personalizing a frozen large language model (LLM) to individual users is often framed as a meta-learning problem in prompt space: each user is a task, a

safetyarxiv-cs-lg
3 Sept 2026
Research

Robust Neural Stimulation Response Modeling Through Meta-Learning and Pretraining

DGX agent

arXiv:2608.26649v1 Announce Type: new Abstract: Objective: Model-based closed-loop neural stimulation holds promise for therapeutic applications ranging from Parkinson's disease to sensory restoration

researcharxiv-cs-lg
28 Aug 2026
Agents

Internal memo: Meta's AI agent Hatch 'has its own computer' to perform tasks, works when the app is closed, can connect to email, Instagram, OpenTable, and more (Hugh Langley/Business Insider)

DGX agent

Hugh Langley / Business Insider: Internal memo: Meta's AI agent Hatch “has its own computer” to perform tasks, works when the app is closed, can connect to email, Instagram, OpenTable, and more — It c

agentstechmeme
27 Aug 2026
Model Releases

An AI model from Meta also hacked another company during testing

DGX agent

An AI model from Meta also hacked another company during testing Stop me if you've heard this one before: An AI model from the parent company of Facebook and Instagram hacked into another company’s sy

model-releasessimon-willison
6 Aug 2026
Agents

Meta takes on Anthropic and OpenAI with its first AI coding agent, Muse Code

DGX agent

Meta Platforms Inc. is getting more serious in its efforts to challenge leading artificial intelligence labs Anthropic PBC and OpenAI PBC with the release of its first AI coding agent, called Muse Cod

agentssiliconangle
6 Aug 2026
Safety

Meta-Transfer Learning for mmWave Beam Alignment

DGX agent

arXiv:2607.00860v1 Announce Type: cross Abstract: Millimeter-wave (mmWave) beam alignment plays a critical role in next-generation wireless systems, yet its efficient implementation remains challengin

safetyarxiv-cs-ai
2 Jul 2026
Safety

Meta is basically Black Mirror incarnate.

DGX agent

Meta is basically Black Mirror incarnate. This is a confusingly written piece, but the upshot is that Meta's smart glasses record even when you don't want them to, and that Meta's data analysis teams

safetygary-marcus--x
1 May 2026
Hardware

Chinese regulators killed the Manus template by blocking Meta's $2B takeover in a 54-character decree, creating an uncertain era for China's growing AI industry (Bloomberg)

DGX agent

Bloomberg: Chinese regulators killed the Manus template by blocking Meta's $2B takeover in a 54-character decree, creating an uncertain era for China's growing AI industry — The AI startup Manus, once

hardwaretechmeme
29 Apr 2026
Industry

Meta is laying off 10 percent of its staff

DGX agent

Meta is planning to layoff around 10 percent of employees in May, according to a memo from the company's chief people officer, Janelle Gale, published by Bloomberg. That means approximately 8,000 peop

industrythe-verge-ai
23 Apr 2026
Industry

The nonprofit Consumer Federation of America sues Meta, accusing it of misleading consumers about its efforts to combat scam ads on Facebook and Instagram (Maddy Varner/Wired)

DGX agent

Maddy Varner / Wired: The nonprofit Consumer Federation of America sues Meta, accusing it of misleading consumers about its efforts to combat scam ads on Facebook and Instagram — A lawsuit from the Co

industrytechmeme
21 Apr 2026
Model Releases

Earlier this year Yann LeCun left Meta because Mark Zuckerberg wouldn't bet the company on JEPA. Last week his group dropped the first JEPA …

DGX agent

Earlier this year Yann LeCun left Meta because Mark Zuckerberg wouldn't bet the company on JEPA. Last week his group dropped the first JEPA that actually trains end-to-end from raw pixels. 15 million

model-releasesyann-lecun--x
20 Apr 2026
Industry

Meta doubles down on partnership with Broadcom on custom AI processors

DGX agent

Meta Platforms Inc. today announced a new deal with Broadcom Inc., extending a partnership that already sees the two companies work together on the design of the social media giant’s in-house artifici

industrysiliconangle
15 Apr 2026
Industry

Omdia: Facebook, Instagram, YouTube, and TikTok now capture over 90% of social media ad revenue, with Meta accounting for 70% of the total (Georg Szalai/The Hollywood Reporter)

DGX agent

Georg Szalai / The Hollywood Reporter: Omdia: Facebook, Instagram, YouTube, and TikTok now capture over 90% of social media ad revenue, with Meta accounting for 70% of the total — Facebook, Instagram,

industrytechmeme
14 Apr 2026
Applications

Seems like a good model from Meta that is still trailing the current series of releases. The most important thing to note is that it is not …

DGX agent

Seems like a good model from Meta that is still trailing the current series of releases. The most important thing to note is that it is not open weights. That was the main reason that Meta's models we

applicationsethan-mollick--x
8 Apr 2026
Agents

Meta has some Wonder Full new AI models

DGX agent

Meta is making up for lost time in the AI race. After launching Muse Spark, the first model from its revamped Superintelligence Labs division, and buzzy AI agent Muse, it's now launching two new model

agentsthe-verge-ai
12 Oct 2026
Agents

Learning from Revision Consequences: Hindsight Meta-Experience Distillation for Self-Improving Agents

DGX agent

arXiv:2610.07979v1 Announce Type: new Abstract: As agents continuously improve by generating and revising Skills, the process that discovers and refines those Skills becomes a learnable object in its

agentsarxiv-cs-ai
7 Oct 2026
Agents

Meta teams up with Bret Taylor’s Sierra Technologies on new standards for AI agent commerce

DGX agent

Meta Platforms Inc. is partnering with Walmart Inc., Stripe Inc. and the enterprise artificial intelligence firm Sierra Technologies Inc. on the creation of new standards that will define how autonomo

agentssiliconangle
7 Oct 2026
Tutorials

MetaLearnNCA: Few-Shot Offline Meta-Learning via Interacting Neural Cellular Automata

DGX agent

arXiv:2610.08479v1 Announce Type: cross Abstract: Few-shot meta-learning traditionally formulates task adaptation either as analytical gradient descent through unrolled computational graphs or as metr

tutorialsarxiv-cs-ai
7 Oct 2026
Agents

Banger paper from Meta Superintelligence Labs. They find something super interesting and unexpected. (bookmark it) Base models with a light …

DGX agent

Banger paper from Meta Superintelligence Labs. They find something super interesting and unexpected. (bookmark it) Base models with a light harness often solve more agentic tasks than their RL post-tr

agentsdair-ai--x
3 Oct 2026
Agents

It’s sinister that Meta’s Muse AI mascot is so cute

DGX agent

This is Optimizer, a weekly newsletter sent from Verge senior reviewer Victoria Song that dissects and discusses the latest gizmos and potions that swear they're going to change your life. Opt in for

agentsthe-verge-ai
24 Sept 2026
Agents

Shopify plans to allow Meta's Muse to complete purchases on behalf of users at Shopify-powered stores via its one-tap checkout service Shop Pay (Kelly Cloonan/Wall Street Journal)

DGX agent

Kelly Cloonan / Wall Street Journal: Shopify plans to allow Meta's Muse to complete purchases on behalf of users at Shopify-powered stores via its one-tap checkout service Shop Pay — Shopify plans to

agentstechmeme
21 Sept 2026
Safety

A New First-Order Meta-Learning Algorithm with Convergence Guarantees

DGX agent

arXiv:2409.03682v2 Announce Type: replace Abstract: Learning new tasks by leveraging prior experience is a fundamental trait of intelligent systems. While Model-Agnostic Meta-Learning (MAML) is a lead

safetyarxiv-cs-lg
13 Aug 2026
Model Releases

Meta launches flagship Muse Spark 1.1 model with multi-agent upgrades

DGX agent

Meta Platforms Inc. today launched a new flagship large language model optimized to power multi-agent automation workflows. Muse Spark 1.1 is available in the company’s Meta AI chatbot service and via

model-releasessiliconangle
9 Jul 2026
Research

DRESS: Disentangled Representation-based Self-Supervised Meta-Learning for Diverse Tasks

DGX agent

arXiv:2503.09679v2 Announce Type: replace-cross Abstract: Meta-learning represents a strong class of approaches for solving few-shot learning tasks. Nonetheless, recent research suggests that simply p

researcharxiv-cs-cv
30 Jun 2026
Safety

Meta-Reinforcement Learning via Evolution for Multi-Objective Combinatorial Supply Chain Optimisation

DGX agent

arXiv:2606.22146v1 Announce Type: new Abstract: Meta-reinforcement learning is a promising approach to multi-objective optimisation because it enables rapid policy adaptation across changing environme

safetyarxiv-cs-lg
23 Jun 2026
Safety

Cumulative Meta-Learning from Active Learning Queries for Robustness to Spurious Correlations

DGX agent

arXiv:2605.20771v1 Announce Type: new Abstract: Spurious correlations in real-world datasets cause machine learning models to rely on irrelevant patterns, undermining reliability, generalization, and

safetyarxiv-cs-lg
21 May 2026
Safety

Efficient Bilevel Optimization for Meta Label Correction in Noisy Label Learning

DGX agent

arXiv:2605.17833v1 Announce Type: cross Abstract: Training a deep neural network with noisy labels could reduce data annotation cost but may introduce noise into the learned model. In meta label corre

safetyarxiv-cs-ai
19 May 2026
Research

Few-shot Multi-Task Learning of Linear Invariant Features with Meta Subspace Pursuit

DGX agent

arXiv:2409.02708v2 Announce Type: replace Abstract: Data scarcity poses a serious threat to modern machine learning and artificial intelligence, as their practical success typically relies on the avai

researcharxiv-cs-lg
14 May 2026
Model Releases

Regularized Meta-Learning for Improved Generalization

DGX agent

arXiv:2602.12469v2 Announce Type: replace Abstract: Deep ensemble methods often improve predictive performance, yet they suffer from three practical limitations: redundancy among base models that infl

model-releasesarxiv-cs-lg
27 Apr 2026
Industry

LinkedIn profile review shows Thinking Machines Lab has been hiring more researchers from Meta than from any other employer; TML's headcount now stands at ~140 (Connie Loizos/TechCrunch)

DGX agent

Connie Loizos / TechCrunch: LinkedIn profile review shows Thinking Machines Lab has been hiring more researchers from Meta than from any other employer; TML's headcount now stands at ~140 — Weiyao Wan

industrytechmeme
25 Apr 2026
Industry

Now Meta will track what employees do on their computers to train its AI agents

DGX agent

Meta employees' activity at work is now being used to train the company's AI agents. As reported by Reuters, Meta is installing a tool it calls Model Capability Initiative (MCI) on US-based employees'

industrythe-verge-ai
22 Apr 2026
Safety

BayMOTH: Bayesian optiMizatiOn with meTa-lookahead -- a simple approacH

DGX agent

arXiv:2604.12005v1 Announce Type: cross Abstract: Bayesian optimization (BO) has for sequential optimization of expensive black-box functions demonstrated practicality and effectiveness in many real-w

safetyarxiv-cs-ai
15 Apr 2026
Industry

Sources: Meta is building photorealistic, AI-powered 3D characters; Mark Zuckerberg helped train and test an AI version of himself that offers feedback to staff (Financial Times)

DGX agent

Financial Times: Sources: Meta is building photorealistic, AI-powered 3D characters; Mark Zuckerberg helped train and test an AI version of himself that offers feedback to staff — Meta is building an

industrytechmeme
13 Apr 2026
Agents

Meta-Reflective Evolution Effectively Improves Production AI Systems

DGX agent

arXiv:2610.12794v1 Announce Type: cross Abstract: Large Language Model (LLM)-guided evolutionary optimization has successfully improved prompts, programs, and even entire AI systems. Most optimization

agentsarxiv-cs-ai
12 Oct 2026
Model Releases

Banger paper from Meta Superintelligence Labs on self-improving agents. (bookmark it) It's hard to know exactly what drives self-improvement…

DGX agent

Banger paper from Meta Superintelligence Labs on self-improving agents. (bookmark it) It's hard to know exactly what drives self-improvement, since so many variables are at play (notes, skills, tool c

model-releasesdair-ai--x
9 Oct 2026
Research

Effects of Structural Allocation of Geometric Task Diversity in Linear Meta-Learning Models

DGX agent

arXiv:2509.18349v4 Announce Type: replace-cross Abstract: Meta-learning aims to leverage information across related tasks to improve prediction on unlabeled data for new tasks when only a small number

researcharxiv-cs-lg
1 Oct 2026
Hardware

this should be fraud. certainly taxpayers shouldn’t be subsidizing Meta’s data centers.

DGX agent

this should be fraud. certainly taxpayers shouldn’t be subsidizing Meta’s data centers. 🦔Meta classified its AI data centers as 'experimental pilot facilities' on its tax return. That let the Nvidia c

hardwaregary-marcus--x
30 Sept 2026
Model Releases

Coreset-Based Task Selection for Sample-Efficient Meta-Reinforcement Learning

DGX agent

arXiv:2502.02332v3 Announce Type: replace-cross Abstract: We study task selection to enhance sample efficiency in model-agnostic meta-reinforcement learning (MAML-RL). Traditional meta-RL typically as

model-releasesarxiv-cs-lg
29 Sept 2026
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