meta
30 articles about meta in AI news
Meta Paper: LLM Judge Accuracy vs. Golden Data Is Hollow
Meta paper argues LLM judge accuracy vs golden data is insufficient, pushing for reliability metrics like consistency and calibration. Omar Sanseviero flagged it on X.
Meta Releases OmnilingualGAIA2: 6,400 Agent Tasks Across 10 Languages
Meta released OmnilingualGAIA2, a multilingual GAIA2 extension with 6,400 scenarios across 10 languages, testing AI agents beyond English.
Meta Drops Muse Glimmer 30B Under Apache 2.0, First OSI License
Meta released Muse Glimmer 30B under Apache 2.0, its first OSI-licensed open-weight model, marking a strategic shift toward true open-source AI.
Meta: Agent Harness Authoring Still Manual—Automation Gap
Meta research says agent harnesses are mostly hand-authored, limiting robustness. The field needs automated harness tuning to scale agents.
Meta Ships Muse Code Beta, Its First Coding Agent
Meta released Muse Code beta, its first coding agent built on Muse Spark 1.2. The release enters a market led by GitHub Copilot and Amazon CodeWhisperer.
Meta Boosts AI Capex to $130-145B; Shares Fall
Meta raised 2026 AI capex to $130-145B, shares fell on free cash flow decline. Big Four AI spend tops $1T since 2023.
Meta's AskChem Turns 147K Papers Into 2.4M Cited Claims
Meta's AskChem converts 147,000 chemistry papers into 2.4M DOI-grounded claims, shifting search from documents to atomic assertions.
Meta, BlackRock Invest $14B in Texas AI Data Center
Meta and BlackRock invest $14B in a Texas AI data center with 1GW capacity, marking a major infrastructure play.
Nvidia, Meta, Mistral Warn US Against Broad Open-Weight AI Restrictions
Nvidia, Meta, Mistral sign letter urging US against broad open-weight AI restrictions, arguing distillation is legitimate. Comes as White House weighs response to Chinese AI model distillation.
Meta Custom AMD MI400 Half-Size Chip Targets RecSys, 144GB HBM
Meta custom AMD MI400 half-size chip uses 144GB HBM, targeting recsys workloads for lower cost and power.
Kirin 9030 metal pitch 32.5nm beats Intel 18A by 10%
Kirin 9030 metal pitch measured 32.5nm, beating Intel 18A by ~10%, achieved without EUV, per SemiAnalysis.
100+ Papers Surveyed: LLMs' Metacognition Gap
A systematic survey of 100+ papers reveals gaps in LLM metacognition, including 10-30% miscalibration in top models like GPT-4 and Claude 3.
ChatGPT returns to WhatsApp in EU after Meta forced to open platform
OpenAI re-enabled ChatGPT on WhatsApp in the EEA after EU forced Meta to open its platform. Users reach GPT-5.5 via 1-800-CHATGPT.
Meta Expands Hyperion to 5GW, Louisiana Tab Tops $50B
Meta expanded Hyperion to 5GW, pushing Louisiana investment past $50B with $1B in local infrastructure, per Tom's Hardware.
Tencent in Talks for Majority Stake in Manus at $2B After Meta Deal Blocked
Tencent is buying a majority stake in AI agent startup Manus at $2B valuation after Beijing blocked Meta's acquisition. Manus reported ~$500M annual revenue.
Meta Iris AI Chip Production May Start September – Report
Meta could produce Iris AI chip in September 2026 for data center inference, per report. Reduces NVIDIA reliance.
Meta Muse Spark 1.1 Debuts in AI Coding Battle; Zuck Post Hits 12M Views
Meta released Muse Spark 1.1 for agentic coding tasks. Zuckerberg's post got 12M views in 12 hours; no benchmarks disclosed.
Meta's Superintelligence Compute Ramp Spans 2000km Across Data Centers
Meta's superintelligence compute ramp spans 2000km+ with an RL startup, per SemiAnalysis, marking the most aggressive AI infrastructure build.
Four metagaming types need separate fixes or models learn to conceal it
A LessWrong taxonomy classifies AI metagaming into four types requiring separate fixes; blanket mitigation may teach concealment.
Ant Group's 1.1B LingBot-Vision Beats Meta's 7B DINOv3 on 12 Benchmarks
Ant Group's 1.1B LingBot-Vision tops Meta's 7B DINOv3 on 12 spatial benchmarks, with 40% fewer FLOPs.
Meta Bans Claude Code, Codex to Block Distillation as Internal Spend Hits
Meta banned Claude Code and Codex internally to block distillation. Internal memo warns of 'serious escalations'; MetaCode build underway amid billions in AI spend.
Meta-skill evolution lets multi-agent systems self-improve without retraining
Multi-agent systems can improve orchestration by evolving a meta-skill via RL on interactions, without retraining agents. Demonstrated on a simulated benchmark.
Shopify's Catalog API Goes Self-Serve as Amazon, Meta, and Microsoft Back Its Commerce Protocol
Shopify launched its Spring '26 Edition on June 17, 2026, opening its Catalog API and Universal Commerce Protocol to any developer or brand without prior approval. Amazon, Meta, Microsoft, Salesforce, and Stripe joined the UCP Tech Council in April, alongside founding members Google, Etsy, Target, a
Stanford, Meta 'Code as Agent Harness' Paper Rethinks AI Agent Design
Stanford and Meta's "Code as Agent Harness" paper proposes code-driven AI agent orchestration, potentially improving reliability over natural language prompts.
Meta-Stanford Survey: Code as Agent Harness Improves AI Reasoning
Meta, Stanford, Illinois survey argues AI agents work better with code as their main working layer, calling it an agent harness.
Meta Trains Coding AI on Engineers' Work Traces as 8K Jobs Cut
Meta trains coding AI on engineers' work traces while cutting 8,000 jobs, per leaked audio. The behavior cloning strategy uses internal problem-solving steps as training data.
Meta's $27B Louisiana Data Center: Rural Economics vs AI Scale
Meta invests $27B in rural Louisiana AI data center, creating 2,000 construction jobs. Part of $60B+ 2025 infrastructure spend.
Detecting AI Images: Metadata Exposes Generators, No GPU Needed
AI image detection via metadata analysis exposes generators like Google's Gemini and Meta's Llama without GPU clusters, highlighting a simple but effective method.
Meta Tests Agentic AI Shopping Assistant on Instagram
Meta is developing an agentic AI shopping assistant for Instagram that can autonomously browse, compare, and purchase products, following similar moves by Google, OpenAI, and Anthropic.
Meta Building Agentic AI Tool for 3B+ Users, Sources Say
Meta building agentic AI assistant for 3B+ users powered by Muse Spark model. Aims to rival OpenClaw. No timeline disclosed.