A Guth Labs publication

Daily digest

Thursday, September 24, 2026

14 items

The Biggest News From Connect 2026

Yesterday at Connect, we announced that we're bringing Muse to our AI glasses, launched Meta VR Glasses, and more. The post The Biggest News From Connect 2026 appeared first on Meta Newsroom .

  • Meta
  • Product News
  • Recent News
  • Sidebar - Featured
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Estimating suicide risk from text

A new language-processing tool could help identify the highest-risk individuals from natural language, enabling swifter interventions.

  • Research
  • Mental health
  • Health care
  • Medicine
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Speaker-labeled transcription with WhisperX on SageMaker AI

The AWS WhisperX Deep Learning Container packages Whisper, wav2vec2 forced alignment, and speaker diarization into a GPU-ready image. Learn how to deploy it to Amazon SageMaker AI real-time and asynchronous endpoints for word-level, speaker-labeled transcription, plus the production details that…

  • Advanced (300)
  • Amazon SageMaker AI
  • Technical How-to
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Build a multi-account AI agent with AgentCore Gateway and MCP

Build a multi-account architecture that keeps each team's data in its own AWS account while giving AI agents a unified way to query across them. A central platform account runs the agent using Amazon Bedrock AgentCore Gateway and MCP, while…

  • Amazon Bedrock AgentCore
  • Expert (400)
  • Technical How-to
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Aderant builds intelligent ticket triage with Amazon Nova

Learn how Aderant built an intelligent ticket triage system on Amazon Nova Lite through Amazon Bedrock, automating context gathering, classification, routing, and knowledge enrichment for its cloud operations team.

  • Amazon Nova
  • Customer Solutions
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Efficient MoE Training for Biological Foundation Models

As language models grow, scaling dense architectures becomes increasingly expensive. In a dense transformer, every token passes through every layer, so adding...

  • Data Center / Cloud
  • Data Science
  • Simulation / Modeling / Design
  • BioNeMo
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How Open Science Can Help Researchers Prepare for the Next Pandemic

When COVID-19 emerged, scientists had a crucial advantage: Decades of prior research on coronaviruses meant they understood the virus’ key proteins well enough to design vaccines in record time. The next pandemic may not offer the same head start. To…

  • AI
  • Research
  • AI for Good
  • Healthcare and Life Sciences
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Compressing Streaming Neural Audio Encoders via Latent-Space Distillation

System-wide Dictation on Apple devices runs entirely on-device, and the speech it transcribes reaches the foundation model through a tokenizer: an encoder that maps short windows of waveform onto the representation the language model reads. Because that model is sparsely…

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A Practical Recipe for Semi-Supervised Federated ASR: Online Pseudo-Labels with Server Update Stabilization

Semi-supervised federated learning (SSFL) trains models on clients’ unlabeled data using a teacher to generate pseudo-labels, with a small labeled seed dataset on the server. Automatic Speech Recognition (ASR) is particularly fragile here: pseudo-label errors compound across the output sequence…

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