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Research observatory 18 / Service interruptions

AI Outage and Reliability Monitor

Published reports of AI outages, downtime, degraded service, availability incidents, and recovery events.

Archived snapshotv6Aug 28, 2026
View latest dataset
Reliability records
13

Published source-backed records

Source references
13

13 distinct URLs shown

Tracked dimensions
4

Service outage / Recovery / Infrastructure incident

Median importance
71

Editorial importance score

Interactive figureReliability
CSV JSON
Data status13 verified records across 1 period

Snapshot only. There is not enough history to claim a trend yet.

Verified observationHover or focus any mark for exact valuesLast updated Aug 28, 2026

Version ledger

Frozen public editions

Each edition preserves the records, method, sources, and downloads available at publication time.

  1. v6 / latestAug 28, 202613 records / 13 sources

    +1 records; +1 sources; updated Reliability records, Source references, Median importance. The frozen snapshot contains 13 records.

  2. v5Aug 28, 202612 records / 12 sources

    +1 records; +1 sources; updated Reliability records, Source references. The frozen snapshot contains 12 records.

  3. v4Aug 28, 202611 records / 11 sources

    +1 records; +1 sources; updated Reliability records, Source references, Tracked dimensions. The frozen snapshot contains 11 records.

  4. v3Aug 28, 202610 records / 10 sources

    +1 records; +1 sources; updated Reliability records, Source references. The frozen snapshot contains 10 records.

  5. v2Aug 27, 20269 records / 9 sources

    +1 records; +1 sources; updated Reliability records, Source references. The frozen snapshot contains 9 records.

  6. v1Aug 27, 20268 records / 8 sources

    Initial public snapshot with 8 records and 8 cited sources.

Coverage note

Only publicly reported interruptions in monitored coverage are included. Absence from the tracker is not evidence of uninterrupted service, and duration is not inferred when undisclosed.

Dataset ID
spd:reliability-monitor
Stable URL
/research/reliability-monitor
Version
v6
Coverage
2026-08/2026-08-28
Records
13
Fields
7
Updated

Read the data

The records behind the figure

CSV JSON
AI Outage and Reliability Monitor data records
PublishedRecordDimensionCategoryImportanceSourcesStory URL
2026-08-20Simple AI Opens 2,000 Hours of Robot Training Data Collected Without RobotsService outagetools670/posts/simple-ai-opens-2-000-hours-of-robot-training-data-collected-without-robots
2026-08-22Stanford Won Databricks’ Agent Cup, but 18.8% of Questions Stumped Every TeamRecoverymodels712/posts/stanford-won-databricks-agent-cup-but-18-8-of-questions-stumped-every-team
2026-08-22AWS Brings GPT-5.6 Cross-Region Inference, With a Data-Location ChoiceInfrastructure incidentmodels821/posts/aws-gives-gpt-5-6-a-global-capacity-route-on-bedrock
2026-08-24EverestLabs Puts AI Agents Near Recycling Controls, but Keeps Operators in ChargeService outageproducts680/posts/everestlabs-puts-ai-agents-near-recycling-controls-but-keeps-operators-in-charge
2026-08-25Guidelight Finds Few Public Rogue-AI Plans as California Requires Safety DisclosuresRecoverypolicy721/posts/guidelight-finds-few-public-rogue-ai-plans-as-california-requires-safety-disclosures
2026-08-25Perplexity’s Portable Computer Runs Agents Locally—but Needs a 24GB Nvidia GPUInfrastructure incidentproducts682/posts/perplexity-s-portable-computer-keeps-ai-agents-local-if-you-have-24gb-of-vram
2026-08-26Meta Adds Voice-Controlled AI and Navigator Home Screen to Quest, With Narrow Initial AccessService outageproducts720/posts/meta-adds-voice-controlled-ai-and-navigator-home-screen-to-quest-with-narrow-initial-access
2026-08-26OpenAI Details Agent Breach of Hugging Face, Halts Research Model and Tightens ControlsRecoverymodels932/posts/openai-details-agent-breach-of-hugging-face-halts-research-model-and-tightens-controls
2026-08-27OpenAI Tests Persistent Codex Mode That Keeps Working Until Put to SleepRecoverymodels761/posts/openai-tests-persistent-codex-mode-that-keeps-working-until-put-to-sleep
2026-08-28Netflix’s GenRec Pairs a 0.006% Gain With Catalog-Bound LLM RankingService outagemodels691/posts/netflix-s-genrec-edges-production-ranker-by-0-006-relative-online-with-fewer-labels
2026-08-28Meta Tests Data-Center Repair Robots, but Cable Bots Still Need Human SupervisionDegradationbusiness781/posts/meta-tests-data-center-repair-robots-but-cable-bots-still-need-human-supervision
2026-08-28Salesforce Uses SageMaker Placement Controls to Meet 2-AZ Agentforce Standard, Keep 8x SavingsInfrastructure incidenttools701/posts/salesforce-uses-sagemaker-placement-controls-to-meet-2-az-agentforce-standard-keep-8x-savings
2026-08-28SageMaker Feature Store Adds 25-Record Batch Writes and a Record-Discovery APIDegradationtools681/posts/sagemaker-feature-store-adds-25-record-batch-writes-and-a-record-discovery-api

Measurement technique

How to read this report

  1. 01Records require an explicit outage, degradation, availability incident, or recovery event.
  2. 02Each published development contributes one observation; repeated reports without a material update are excluded by the editorial pipeline.
  3. 03The monitor does not convert anecdotal user reports into measured downtime.

Sources

Evidence

9 publishers supporting 13 records. Expand a publisher to inspect its cited pages.

aws.amazon.comaws.amazon.com3 sources / 3 records
Introducing cross-Region inference for OpenAI GPT-5.6 models on Amazon Bedrock | Amazon Web Services1 supporting recordSpreading the load: How Salesforce met Multi-AZ HA with SageMaker Inference Components | Amazon Web Services1 supporting recordBatch write and discover records in Amazon SageMaker Feature Store | Amazon Web Services1 supporting record
databricks.comdatabricks.com2 sources / 2 records
Evaluating AI Agents Live at the Grounded Reasoning Cup1 supporting recordIntroducing OfficeQA Pro V2: A New Benchmark for Enterprise Grounded-Reasoning1 supporting record
WIREDwired.com2 sources / 2 records
OpenAI Is Developing a ‘Persistent’ AI Agent1 supporting recordInside Meta’s Push to Put Robots to Work in Data Centers1 supporting record
arxiv.orgarxiv.org1 source / 1 record
GenRec: An LLM-Backed Recommendation Ranker at Netflix1 supporting record
CNBCcnbc.com1 source / 1 record
OpenAI releases sweeping report on Hugging Face AI agent hack1 supporting record
firstpost.comfirstpost.com1 source / 1 record
Perplexity Launches AI Tool That Runs Locally And Seeks Permission For Cloud Help1 supporting record
Show 3 more publishers
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