Chronicle 46 items · updated 2026-07-15 14:09 UTC · 3 sources skipped

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OmniPMNet: Bridging discrete and gridded PM10 forecasts via omni-query neural processes

OmniPM-Net fuses chemical transport models and graph neural networks to improve PM10 air quality forecasting.

OmniPM-Net uses a Convolutional Conditional Neural Process to reconcile gridded chemical transport model outputs with discrete station-based graph neural network data. By employing a terrain-aware Gaussian set convolution, the model creates a unified spatial representation that improves accuracy for both local monitoring sites and broader regional fields during dust events.

arXiv cs.LG·2026-07-15 04:00 UTC·paper·0.71
Last 3 hours(4)

  1. Presentation: Postgres for Production Agents: Your Relational Foundation for Enterprise AI

    Overview of using PostgreSQL HNSW indexing and JSONB for production AI agent context management.

    InfoQ AI/ML/Data·2026-07-15 12:57 UTC·tutorial0.77(n 0.76 · t 0.78)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as concrete builder or research signal
    • fresh within the current refresh window
    • Use this as implementation reference if it matches your stack.
    Thumbnail for Presentation: Postgres for Production Agents: Your Relational Foundation for Enterprise AI

  2. An Inventor of Apple's FaceID Wants to Analyze Your Brain's Health With AI

    Profile of a startup using AI for diagnostic brain scans.

    WIRED AI·2026-07-15 12:00 UTC·news0.67(n 0.83 · t 0.76)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as useful but lower-confidence signal
    • fresh within the current refresh window
    • Read the primary source and decide whether it changes your next action.
    Thumbnail for An Inventor of Apple's FaceID Wants to Analyze Your Brain's Health With AI

  3. Vint Cerf is working on a plan to unleash AI agents on the open internet

    Vint Cerf is developing standards for identifying AI agents on the internet.

    TechCrunch AI·2026-07-15 12:00 UTC·news0.65(n 0.80 · t 0.72)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as useful but lower-confidence signal
    • fresh within the current refresh window
    • Read the primary source and decide whether it changes your next action.

  4. Rime picks up $24M Series A to help enterprises field customer calls

    Rime raised $24M in Series A funding for its enterprise customer call automation platform.

    TechCrunch AI·2026-07-15 13:00 UTC·company announcement0.63(n 0.70 · t 0.72)
    why surfaced · medium
    • meaningfully different from recent coverage
    • classified as useful but lower-confidence signal
    • fresh within the current refresh window
    • Scan for API, pricing, policy, or platform changes that affect shipped systems.
Earlier today(33)

  1. KV - Deprecate legacy Workers KV namespace API routes

    Cloudflare deprecates legacy Workers KV API routes; migration required by October 15, 2026.

    Cloudflare AI Changelog·2026-07-15 00:00 UTC·news0.78(n 0.88 · t 0.78)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as concrete builder or research signal
    • Read the primary source and decide whether it changes your next action.

  2. OpenAI's Codex now encrypts instructions between AI agents, leaving developers blind to internal delegation

    OpenAI's Codex now uses encrypted internal instructions, limiting developer visibility into agent delegation.

    The Decoder·2026-07-15 08:30 UTC·news0.77(n 0.83 · t 0.74)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as concrete builder or research signal
    • fresh within the current refresh window
    • Read the primary source and decide whether it changes your next action.
    Thumbnail for OpenAI's Codex now encrypts instructions between AI agents, leaving developers blind to internal delegation

  3. Meta employees sue over layoffs they say were driven by discriminatory AI selection systems

    Meta faces lawsuit alleging discriminatory use of AI systems in mass layoff selection processes.

    The Decoder·2026-07-15 08:04 UTC·news0.76(n 0.79 · t 0.74)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as concrete builder or research signal
    • fresh within the current refresh window
    • Read the primary source and decide whether it changes your next action.
    Thumbnail for Meta employees sue over layoffs they say were driven by discriminatory AI selection systems

  4. AWS Ships Claude Apps Gateway as Self-Hosted Control Plane for Claude Code and Claude Desktop

    AWS releases a self-hosted gateway for managing Claude Code and Desktop identity, policy, and telemetry.

    InfoQ AI/ML/Data·2026-07-15 11:04 UTC·tool0.75(n 0.70 · t 0.78)
    why surfaced · medium
    • meaningfully different from recent coverage
    • classified as concrete builder or research signal
    • fresh within the current refresh window
    • Try it in a small sandbox before adding it to production workflow.
    Thumbnail for AWS Ships Claude Apps Gateway as Self-Hosted Control Plane for Claude Code and Claude Desktop

  6. OmniPMNet: Bridging discrete and gridded PM10 forecasts via omni-query neural processes

    OmniPMNet uses neural processes to combine gridded chemical transport models with station-scale PM10 data.

    arXiv cs.LG·2026-07-15 04:00 UTC·paper0.71(n 0.90 · t 0.90)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as useful but lower-confidence signal
    • primary source has high trust weight
    • Save this for technical review if the method maps to your roadmap.

  8. G-SHARE: A Guideline-Based Structured Reasoning Framework for Human-Factor Event Diagnosis

    G-SHARE framework for human-factor event diagnosis in industrial settings using guideline-based reasoning.

    arXiv cs.CL·2026-07-15 04:00 UTC·paper0.69(n 0.84 · t 0.90)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as useful but lower-confidence signal
    • primary source has high trust weight
    • Save this for technical review if the method maps to your roadmap.

  9. 5 Trends That Defined AI Engineering at World’s Fair 2026

    Summary of trends from AIE World’s Fair 2026 focusing on agent-based system architecture.

    Latent Space·2026-07-14 23:21 UTC·opinion0.67(n 0.84 · t 0.85)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as useful but lower-confidence signal
    • primary source has high trust weight
    • Read the primary source and decide whether it changes your next action.
    Thumbnail for 5 Trends That Defined AI Engineering at World’s Fair 2026

  10. CANDI: Contextual Alignment for Niche Domains Question Answering

    CANDI framework proposes contextual alignment methods for niche domain question answering.

    arXiv cs.CL·2026-07-15 04:00 UTC·paper0.67(n 0.76 · t 0.90)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as useful but lower-confidence signal
    • primary source has high trust weight
    • Save this for technical review if the method maps to your roadmap.

  11. OpenAI Staffers Are Funding a Rival Super PAC to Take on Their Boss

    Report on internal political donations by OpenAI employees regarding AI safety.

    WIRED AI·2026-07-15 09:00 UTC·news0.66(n 0.82 · t 0.76)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as useful but lower-confidence signal
    • fresh within the current refresh window
    • Read the primary source and decide whether it changes your next action.
    Thumbnail for OpenAI Staffers Are Funding a Rival Super PAC to Take on Their Boss

  12. Lawsuit claims Meta's layoff decisions were made by AI, not humans

    A lawsuit alleges Meta used AI for layoff decisions, which the company denies.

    Ars Technica AI·2026-07-14 20:05 UTC·news0.65(n 0.84 · t 0.78)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as useful but lower-confidence signal
    • Read the primary source and decide whether it changes your next action.
    Thumbnail for Lawsuit claims Meta's layoff decisions were made by AI, not humans

  13. OpenAI researcher Miles Wang in talks to launch AI drug discovery startup valued at $2B

    Report on funding discussions for a potential AI drug discovery startup involving an OpenAI researcher.

    TechCrunch AI·2026-07-15 00:27 UTC·news0.63(n 0.79 · t 0.72)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as useful but lower-confidence signal
    • Read the primary source and decide whether it changes your next action.

  14. Apple opens its new Siri AI to everyone with the iOS 27 public beta

    Apple has released the iOS 27 public beta, providing broader access to updated Siri AI features.

    TechCrunch AI·2026-07-14 19:42 UTC·news0.63(n 0.81 · t 0.72)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as useful but lower-confidence signal
    • Read the primary source and decide whether it changes your next action.

  15. Meta accused of using biased AI targeting for mass layoffs

    Former Meta employees filed a lawsuit alleging the company used AI tools to bias layoff selection processes.

    The Verge AI·2026-07-14 17:18 UTC·news0.63(n 0.84 · t 0.68)
    why surfaced · high
    • high novelty against the 30-day history
    • classified as useful but lower-confidence signal
    • Read the primary source and decide whether it changes your next action.
    Thumbnail for Meta accused of using biased AI targeting for mass layoffs

  16. Ternary Bonsai 27B: Full Model, 2-Bit, Run on Phone or Laptop or GPU

    Fahd Mirza YouTube·2026-07-15 07:00 UTC·video0.62(n 0.71 · t 0.66)
    why surfaced · medium
    • meaningfully different from recent coverage
    • classified as useful but lower-confidence signal
    • corroborated by 2 sources
    • fresh within the current refresh window
    • Queue it for focused learning if the topic matches your current work.
    source trail · 2
    • Fahd Mirza YouTube2026-07-15 · high date
    • MarkTechPost2026-07-14 · high datePrismML Releases Bonsai 27B: 1-bit and Ternary Builds of Qwen3.6-27B That Run on Laptops and Phones
    Thumbnail for Ternary Bonsai 27B: Full Model, 2-Bit, Run on Phone or Laptop or GPU

  17. OpenAI’s new flagship model deletes files on its own, people keep warning

    Reports of data deletion issues in a recent OpenAI model release.

    TechCrunch AI·2026-07-14 21:50 UTC·news0.60(n 0.71 · t 0.72)
    why surfaced · medium
    • meaningfully different from recent coverage
    • classified as useful but lower-confidence signal
    • Read the primary source and decide whether it changes your next action.

  18. GLM 5.2 is great ... but #AI #GLM #Claude #OpenAI #Anthropic

    AI News & Strategy Daily·2026-07-15 03:00 UTC·video0.59(n 0.72 · t 0.62)
    why surfaced · medium
    • meaningfully different from recent coverage
    • classified as useful but lower-confidence signal
    • Queue it for focused learning if the topic matches your current work.

  19. OpenAI pushes back on Apple trade secret lawsuit

    OpenAI responds to Apple trade secret lawsuit, dismissing claims as meritless.

    TechCrunch AI·2026-07-14 22:07 UTC·news0.59(n 0.67 · t 0.72)
    why surfaced · medium
    • meaningfully different from recent coverage
    • classified as useful but lower-confidence signal
    • Read the primary source and decide whether it changes your next action.

  21. How to Run an Autoresearch Workflow with RL Agent Skills and NVIDIA NeMo

    NVIDIA guide on using RL agent skills within NeMo to automate repository inspection and ML workflows.

    NVIDIA Developer Blog·2026-07-14 16:00 UTC·tutorial0.52(n 0.00 · t 0.82)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as concrete builder or research signal
    • Use this as implementation reference if it matches your stack.
    Thumbnail for How to Run an Autoresearch Workflow with RL Agent Skills and NVIDIA NeMo

  22. Accelerating software delivery with agentic QA automation using Amazon Nova Act – Part 2

    AWS guide on integrating Amazon Nova Act for automated, parallelized QA regression testing in CI/CD.

    AWS Machine Learning Blog·2026-07-14 16:47 UTC·tutorial0.51(n 0.00 · t 0.80)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as concrete builder or research signal
    • Use this as implementation reference if it matches your stack.

  23. ScienceSoft’s HIPAA-compliant AI voice scheduler built on AWS

    Guide on integrating Amazon Nova 2 Sonic with Bedrock Guardrails for HIPAA-compliant voice scheduling.

    AWS Machine Learning Blog·2026-07-14 16:25 UTC·tutorial0.51(n 0.00 · t 0.80)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as concrete builder or research signal
    • Use this as implementation reference if it matches your stack.

  25. Verifiable AI inference

    A technical discussion on methods for verifying AI inference outputs.

    Lobsters (AI tag)·2026-07-14 18:31 UTC·discussion0.41(n 0.00 · t 0.70)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as concrete builder or research signal
    • Use this as weak signal and verify against primary sources.

  26. [AINews] not much happened today

    A brief update on industry activity and user growth metrics for Codex.

    Latent Space·2026-07-14 23:54 UTC·news0.37(n 0.00 · t 0.85)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as useful but lower-confidence signal
    • primary source has high trust weight
    • Read the primary source and decide whether it changes your next action.
    Thumbnail for [AINews] not much happened today

  27. Cohere: Tiny Aya Expedition Drives Multilingual Innovation

    Overview of Cohere's Tiny Aya model applications for multilingual AI development.

    Cohere Blog·2026-07-14 14:43 UTC·company announcement0.35(n 0.00 · t 0.84)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as useful but lower-confidence signal
    • Scan for API, pricing, policy, or platform changes that affect shipped systems.
    Thumbnail for Cohere: Tiny Aya Expedition Drives Multilingual Innovation

  28. Google: Our largest solar and battery storage project ever

    Google announces investment in a large-scale solar and battery storage project in Arkansas.

    Google AI on Keyword·2026-07-14 16:00 UTC·company announcement0.35(n 0.00 · t 0.82)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as useful but lower-confidence signal
    • Scan for API, pricing, policy, or platform changes that affect shipped systems.
    Thumbnail for Google: Our largest solar and battery storage project ever

  29. Post-Train NVIDIA Cosmos 3 in One Day Using Agent Skills

    NVIDIA tutorial on using autonomous coding agents for post-training vision reasoning models.

    NVIDIA Developer Blog·2026-07-14 16:00 UTC·tutorial0.35(n 0.00 · t 0.82)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as useful but lower-confidence signal
    • Use this as implementation reference if it matches your stack.
    Thumbnail for Post-Train NVIDIA Cosmos 3 in One Day Using Agent Skills

  30. Multi-agent social intelligence with Strands Agents and Amazon Bedrock

    AWS guide on using Strands Agents and Bedrock for multi-agent orchestration in email workflows.

    AWS Machine Learning Blog·2026-07-14 18:44 UTC·tutorial0.35(n 0.00 · t 0.80)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as useful but lower-confidence signal
    • Use this as implementation reference if it matches your stack.

  31. Scaling UX testing with Amazon Nova Act: A new approach to user flow analysis

    AWS guide on using Amazon Nova Act to automate UX flow testing and scenario generation.

    AWS Machine Learning Blog·2026-07-14 16:43 UTC·tutorial0.35(n 0.00 · t 0.80)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as useful but lower-confidence signal
    • Use this as implementation reference if it matches your stack.

  32. Scaling medical content review at Flo Health with Amazon Bedrock – Part 2

    Case study on Flo Health's production deployment of an AI-powered medical content review system on Bedrock.

    AWS Machine Learning Blog·2026-07-14 16:33 UTC·tutorial0.35(n 0.00 · t 0.80)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as useful but lower-confidence signal
    • Use this as implementation reference if it matches your stack.

  33. I Built an Entire AI Media Empire With One Prompt (Skywork)

    Fahd Mirza YouTube·2026-07-14 19:00 UTC·video0.32(n 0.00 · t 0.66)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as useful but lower-confidence signal
    • Queue it for focused learning if the topic matches your current work.
    Thumbnail for I Built an Entire AI Media Empire With One Prompt (Skywork)
Yesterday & older(9)

  1. DSLs Enable Reliable Use of LLMs

    Analysis of using Domain-Specific Languages to constrain LLM output and improve reliability in code generation.

    Martin Fowler·2026-07-14 12:51 UTC·opinion0.59(n 0.00 · t 1.00)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as concrete builder or research signal
    • corroborated by 2 sources
    • primary source has high trust weight
    • Read the primary source and decide whether it changes your next action.
    source trail · 2

  2. Google and Industry Partners Announce Agentic Resource Discovery Specification for AI Agents

    Google and partners introduce the Agentic Resource Discovery (ARD) specification for standardizing AI agent tool and API discovery.

    InfoQ AI/ML/Data·2026-07-14 13:40 UTC·company announcement0.50(n 0.00 · t 0.78)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as concrete builder or research signal
    • Scan for API, pricing, policy, or platform changes that affect shipped systems.
    Thumbnail for Google and Industry Partners Announce Agentic Resource Discovery Specification for AI Agents

  3. Tensor is the might

    An explanation of tensor operations and their implementation in low-level code.

    Lobsters (AI tag)·2026-07-14 12:56 UTC·tutorial0.48(n 0.00 · t 0.70)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as concrete builder or research signal
    • Use this as implementation reference if it matches your stack.

  4. Show HN: I RL-trained an agent that trains models with RL (for ~$1.3k)

    Open-source implementation of an RL-trained agent designed to train other models using RL.

    Show HN (AI-filtered)·2026-07-14 12:41 UTC·tool0.48(n 0.00 · t 0.58)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as concrete builder or research signal
    • source-native discussion or engagement is unusually high
    • Try it in a small sandbox before adding it to production workflow.

  6. Mistral AI Releases Robostral Navigate: An 8B Model Enabling Robots to Navigate Complex Environments Using a Single RGB Camera

    Mistral releases Robostral Navigate, an 8B parameter model for vision-based robotic navigation using single RGB camera input.

    MarkTechPost·2026-07-14 07:20 UTC·model release0.42(n 0.00 · t 0.48)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as concrete builder or research signal
    • Check migration notes, pricing, and benchmark deltas before adopting.

  7. Your AI is only as responsible as you are​​​​‌ ‍ ​‍​‍‌‍ ‌ ​‍‌‍‍‌‌‍‌ ‌‍‍‌‌‍ ‍​‍​‍​ ‍‍​‍​‍‌ ​ ‌‍​‌‌‍ ‍‌‍‍‌‌ ‌​‌ ‍‌​‍ ‍‌‍‍‌‌‍ ​‍​‍​‍ ​​‍​‍‌‍‍​‌ ​‍‌‍‌‌‌‍‌‍​‍​‍​ ‍‍​‍​‍‌‍‍​‌ ‌​‌ ‌​‌ ​​‌ ​ ​ ‍‍​‍ ​‍ ‌‍​ ‌‍ ‌‌ ​ ​‍ ‍‌ ​ ‌ ‌​‌‍​‌‌‍​ ‌‍‍ ‌‍ ‌ ‌‍‌‍‌‌‌ ​‍‌‍‌‍‌‍ ​‌‍ ‌ ‌ ​‍ ‍‌‍​ ‌‍ ​‍ ‌‍‍‌‌‍ ‍‌ ‌​‌‍‌‌‌‍ ‍‌ ‌​​‍ ‌‍‌‌‌‍‌​‌‍‍‌‌ ‌​​‍ ‌‍ ‌‌‍ ‌‍‌​‌‍‌‌​ ‌‌ ​​‌ ​‍‌‍‌‌‌ ​ ‌‍‌‌‌‍ ‍‌ ‌​‌‍​‌‌ ‌​‌‍‍‌‌‍ ‌‍ ‍​ ‍ ‌‍‍‌‌‍‌​​ ‌‌‍‌​​ ‍​​ ​‌​ ‍​​ ‌‍​ ​​‌‍​‍​ ‌ ​‍ ‌​ ‌ ‌‍​‍​ ‌ ​ ​‍​‍ ‌​ ‌​‌‍​‍‌‍​‌​ ‌‌​‍ ‌​ ‍​‌‍​‌‌‍‌​​ ‌‌​‍ ‌​ ​ ‌‍​‍​ ‌ ​ ‌ ‌‍‌‍‌‍‌​​ ‍‌‌‍​‌​ ‍​‌‍‌‌​ ‍‌‌‍​‍​ ‍ ‌ ‌​‌ ‍‌‌ ​​‌‍‌‌​ ‌‌‍​‍‌‍ ​‌‍ ‌‍‌ ‌‌​​‌‍ ‌ ​ ‌ ‌​​ ‍ ‌ ​​‌‍​‌‌ ‌​‌‍‍​​ ‌‌ ‌​‌‍‍‌‌ ‌​‌‍ ​‌‍‌‌​ ‌‍​‍‌‍​‌‌ ​ ‌‍‌‌‌‌‌‌‌ ​‍‌‍ ​​ ‌‌‍‍​‌ ‌​‌ ‌​‌ ​​‌ ​ ​‍‌‌​ ​ ‌​​‌​‍‌‌​ ​‍‌​‌‍​‍‌‌​ ​‍‌​‌‍‌‍​ ‌‍ ‌‌ ​ ​‍ ‍‌ ​ ‌ ‌​‌‍​‌‌‍​ ‌‍‍ ‌‍ ‌ ‌‍‌‍‌‌‌ ​‍‌‍‌‍‌‍ ​‌‍ ‌ ‌ ​‍ ‍‌‍​ ‌‍ ​‍‌‍‌‍‍‌‌‍‌​​ ‌‌‍‌​​ ‍​​ ​‌​ ‍​​ ‌‍​ ​​‌‍​‍​ ‌ ​‍ ‌​ ‌ ‌‍​‍​ ‌ ​ ​‍​‍ ‌​ ‌​‌‍​‍‌‍​‌​ ‌‌​‍ ‌​ ‍​‌‍​‌‌‍‌​​ ‌‌​‍ ‌​ ​ ‌‍​‍​ ‌ ​ ‌ ‌‍‌‍‌‍‌​​ ‍‌‌‍​‌​ ‍​‌‍‌‌​ ‍‌‌‍​‍​‍‌‍‌ ‌​‌ ‍‌‌ ​​‌‍‌‌​ ‌‌‍​‍‌‍ ​‌‍ ‌‍‌ ‌‌​​‌‍ ‌ ​ ‌ ‌​​‍‌‍‌ ​​‌‍​‌‌ ‌​‌‍‍​​ ‌‌ ‌​‌‍‍‌‌ ‌​‌‍ ​‌‍‌‌​‍‌‍‌ ​​‌‍‌‌‌ ​‍‌ ​ ‌ ​​‌‍‌‌‌‍​ ‌ ‌​‌‍‍‌‌ ‌‍‌‍‌‌​ ‌‌ ​​‌ ‌‌‌‍​‍‌‍ ​‌‍‍‌‌ ​ ‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌ ‌

    A discussion on responsible AI development practices using the NIST framework.

    Stack Overflow Blog·2026-07-14 07:40 UTC·opinion0.32(n 0.00 · t 0.72)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as useful but lower-confidence signal
    • Read the primary source and decide whether it changes your next action.

  8. Colibrì: Running GLM-5.2 (744B) Locally in RAM With No GPU

    Fahd Mirza YouTube·2026-07-14 07:00 UTC·video0.30(n 0.00 · t 0.66)
    why surfaced · familiar
    • kept for context despite familiar coverage
    • classified as useful but lower-confidence signal
    • Queue it for focused learning if the topic matches your current work.
    Thumbnail for Colibrì: Running GLM-5.2 (744B) Locally in RAM With No GPU
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