https://hangingcontext.com/stories/2026-11-06/inference-energy-cost-joules-preprints/Hanging Contexten2026-11-06T00:47:52ZThe energy bill for inference is now measured in joules, and agents pay 13xhttps://hangingcontext.com/stories/2026-11-06/datacenter-power-cooling-network-wyoming/Hanging Contexten2026-11-06T00:46:58ZGoogle bets $17 billion on Wyoming as datacentres fight for power and coolinghttps://hangingcontext.com/stories/2026-11-06/ai-detection-patients-record-missed/Hanging Contexten2026-11-06T00:45:57ZAI finds the patients the medical record missedhttps://hangingcontext.com/stories/2026-11-06/podcasts-ai-selloff-split/Hanging Contexten2026-11-06T00:44:14ZPodcasts split on the AI selloff: a repricing, or a buying chancehttps://hangingcontext.com/stories/2026-11-06/databricks-opensharing-genie-meter/Hanging Contexten2026-11-06T00:43:52ZDatabricks opens the lakehouse to AI assets and puts a meter on Geniehttps://hangingcontext.com/stories/2026-11-06/payments-consolidate-agents-arrive/Hanging Contexten2026-11-06T00:43:01ZPayments consolidates while agents arrive at the checkouthttps://hangingcontext.com/stories/2026-11-06/landlords-raise-guidance-dividends/Hanging Contexten2026-11-06T00:42:56ZLandlords raised guidance and dividends across every property type in one weekhttps://hangingcontext.com/stories/2026-11-06/housing-freeze-restructure/Hanging Contexten2026-11-06T00:42:50ZHousing froze in October. The industry is restructuring around ithttps://hangingcontext.com/stories/2026-11-06/defense-tech-consolidation-week/Hanging Contexten2026-11-06T00:42:43ZDefense tech's consolidation week: a $5.3 billion radar deal and a $1.2 billion drone bethttps://hangingcontext.com/stories/2026-11-06/inference-serving-custom-models-stack/Hanging Contexten2026-11-06T00:42:32ZThe serving stack is the new model race: sandboxes, tuned Nemotron, faster collectiveshttps://hangingcontext.com/stories/2026-11-06/consumer-split-big-nights-weak-dinners/Hanging Contexten2026-11-06T00:42:27ZConcerts sell, pizza stalls: the consumer split in one earnings weekhttps://hangingcontext.com/stories/2026-11-06/bank-of-england-hikes-to-four-percent/Hanging Contexten2026-11-06T00:42:21ZBank of England lifts rates to 4% as energy prices reopen the hiking clubhttps://hangingcontext.com/stories/2026-11-06/coding-agents-review-ci-bottleneck/Hanging Contexten2026-11-06T00:41:20ZCoding agents got fast, so review and CI became the bottleneckhttps://hangingcontext.com/stories/2026-11-06/metr-anthropic-rd-acceleration-assessment/Hanging Contexten2026-11-06T00:40:13ZAnthropic's research is accelerating twice as fast, and its auditor says that's understatedhttps://hangingcontext.com/stories/2026-11-06/agent-security-baseline-monitoring-gap/Hanging Contexten2026-11-06T00:38:57ZNobody can define normal for AI agents, and attackers know ithttps://hangingcontext.com/stories/2026-11-06/salute-to-service-nominees/Hanging Contexten2026-11-06T00:38:36ZThe Salute to Service nominees all have a personal reason for the workhttps://hangingcontext.com/stories/2026-11-06/week-9-injury-quarterbacks/Hanging Contexten2026-11-06T00:38:32ZLamar Jackson hits injured reserve and Week 9's quarterback picture keeps changinghttps://hangingcontext.com/stories/2026-11-06/opportunity-zones-five-states/Hanging Contexten2026-11-06T00:38:23ZFive states, 679 tracts: the new Opportunity Zone map is taking shapehttps://hangingcontext.com/stories/2026-11-06/cardiometabolic-risk-gets-new-lenses/Hanging Contexten2026-11-06T00:38:23ZA tape measure beats BMI for a third of normal-weight adultshttps://hangingcontext.com/stories/2026-11-06/regulators-ai-enforcement/Hanging Contexten2026-11-06T00:38:18ZRegulators sue over yesterday's algorithms while tooling up for tomorrow'shttps://hangingcontext.com/stories/2026-11-06/climate-signal-hides-in-averages/Hanging Contexten2026-11-06T00:38:17ZThe climate signal hides in the averages. This week measured whyhttps://hangingcontext.com/stories/2026-11-06/tuberculosis-prevention-fails-detection-advances/Hanging Contexten2026-11-06T00:38:12ZVitamin D won't prevent TB. Cheaper detection might control ithttps://hangingcontext.com/stories/2026-11-06/biology-transfer-problem-measured/Hanging Contexten2026-11-06T00:37:54ZMouse models, cell lines and crop genomes all fail the same test: transferhttps://hangingcontext.com/stories/2026-11-06/legal-ai-shared-memory-fact-graph/Hanging Contexten2026-11-06T00:37:49ZLegal AI stops being a prompt box and starts being a team with shared memoryhttps://hangingcontext.com/stories/2026-11-06/protein-ai-moves-from-prediction-to-design/Hanging Contexten2026-11-06T00:36:59ZProtein AI stops predicting structures and starts designing themhttps://hangingcontext.com/stories/2026-11-06/open-decision-models-mistral-fastino-nanbeige/Hanging Contexten2026-11-06T00:36:18ZThree open-model releases, three different bets on what small meanshttps://hangingcontext.com/stories/2026-11-06/ai-video-real-time-cheaper-clips/Hanging Contexten2026-11-06T00:35:15ZAI video's new race is real time: Google cuts prices, Runway talks back livehttps://hangingcontext.com/stories/2026-11-06/gpt6-cyber-security-evaluations/Hanging Contexten2026-11-06T00:34:18ZGPT-6 Cyber aces the scripted attacks and stalls on hardened targetshttps://hangingcontext.com/stories/2026-11-06/small-ai-companies-q3-growth-guidance/Hanging Contexten2026-11-06T00:33:11ZFour small AI companies grew fast and raised guidance in the same quarterhttps://hangingcontext.com/stories/2026-11-06/shield-ai-echodyne-radar-acquisition/Hanging Contexten2026-11-06T00:31:15ZShield AI pays $5.3 billion for Echodyne's radar and raises $2.5 billion on tophttps://hangingcontext.com/stories/2026-11-06/customer-service-ai-consolidation-week/Hanging Contexten2026-11-06T00:30:07ZFive9 buys Level AI and Sierra buys Anon as customer-service AI consolidateshttps://hangingcontext.com/stories/2026-11-05/credit-stress-creeps-upward/Hanging Contexten2026-11-05T12:31:19ZCredit stress is creeping upward from the weakest borrowershttps://hangingcontext.com/stories/2026-11-05/voice-agents-listen-now/Hanging Contexten2026-11-05T12:31:14ZVoice agents now judge how you sound, not just what you say. The testing has to changehttps://hangingcontext.com/stories/2026-11-05/robotaxi-economics-validation-shift/Hanging Contexten2026-11-05T12:31:08ZPony.ai says its robotaxis break even in two cities. Wayve says validation is the real scaling problemhttps://hangingcontext.com/stories/2026-11-05/reflex-series-a-custom-software-factory/Hanging Contexten2026-11-05T12:31:01ZReflex raised $14M to build custom software by factory. The hard part is the process, not the codehttps://hangingcontext.com/stories/2026-11-05/rag-retrieval-trust-gap/Hanging Contexten2026-11-05T12:30:51ZRAG's problem is trust, not retrieval: poisoned context slips past relevance, preprints findhttps://hangingcontext.com/stories/2026-11-05/ai-suppliers-report-strong-quarter/Hanging Contexten2026-11-05T12:30:50ZThe AI buildout is paying the suppliers: ad, chip and software sellers post strong quartershttps://hangingcontext.com/stories/2026-11-05/openai-week-gpt61-images-pierre/Hanging Contexten2026-11-05T12:30:44ZOpenAI shipped a model, an image engine, an acquisition and a security pipeline in one weekhttps://hangingcontext.com/stories/2026-11-05/open-weight-models-become-default/Hanging Contexten2026-11-05T12:30:37ZOpen-weight models now carry most gateway traffic. The hosting bill lands on buyershttps://hangingcontext.com/stories/2026-11-05/legal-ai-goes-firmwide/Hanging Contexten2026-11-05T12:30:26ZFieldfisher rolled Legora out to 1,400 lawyers. Legal AI is now a firm-wide decisionhttps://hangingcontext.com/stories/2026-11-05/energy-sell-fringe-buy-core/Hanging Contexten2026-11-05T12:30:25ZEnergy's reshuffle: sell the fringe, buy the core, build the pipeshttps://hangingcontext.com/stories/2026-11-05/kv-cache-serving-squeeze/Hanging Contexten2026-11-05T12:30:19ZThe KV cache is the serving bottleneck. Four new methods attack it from different sideshttps://hangingcontext.com/stories/2026-11-05/jailbreaks-move-beyond-prompt/Hanging Contexten2026-11-05T12:30:11ZJailbreaks move past the prompt: grammar rules and tool calls are the new attack surfacehttps://hangingcontext.com/stories/2026-11-05/humanoid-robotics-goes-public/Hanging Contexten2026-11-05T12:30:03ZAgility Robotics is now public with $300M in Digit orders. Physical AI is raising on deploymentshttps://hangingcontext.com/stories/2026-11-05/healthcare-middlemen-raise-outlooks/Hanging Contexten2026-11-05T12:30:00ZHealthcare's middlemen all raised their outlooks in the same weekhttps://hangingcontext.com/stories/2026-11-05/health-ai-prior-auth-deflation/Hanging Contexten2026-11-05T12:29:57ZUnitedHealth wants AI to kill a third of prior authorisations. The test is whether costs bendhttps://hangingcontext.com/stories/2026-11-05/gpu-cloud-buildout-lambda-alabama/Hanging Contexten2026-11-05T12:29:51ZLambda is betting $33 billion on Alabama. The race now is who fills the buildinghttps://hangingcontext.com/stories/2026-11-05/finance-ai-reliability-outages/Hanging Contexten2026-11-05T12:29:45ZAI outages are now a dataset: 5,868 of them, and trading agents keep failing holdouthttps://hangingcontext.com/stories/2026-11-05/continual-learning-specialization-shift/Hanging Contexten2026-11-05T12:29:39ZModels that learn on the job: the pitch is specialisation, and the research is catching uphttps://hangingcontext.com/stories/2026-11-05/buyback-wave-five-boards/Hanging Contexten2026-11-05T12:29:36ZBoards authorised $1.7 billion in new buybacks this week, and the money is coming from cash, not hopehttps://hangingcontext.com/stories/2026-11-05/agent-memory-no-single-answer/Hanging Contexten2026-11-05T12:29:33ZAgent memory has no single answer: routing beats picking one store, preprints findhttps://hangingcontext.com/stories/2026-11-05/agent-inventory-governance-gap/Hanging Contexten2026-11-05T12:29:26ZFour in five firms have agents they cannot see. The fix on sale is the inventoryhttps://hangingcontext.com/stories/2026-11-05/leadership-changes-top-jobs-week/Hanging Contexten2026-11-05T12:29:08ZFive companies changed leaders in one week, and the pay packages tell the storyhttps://hangingcontext.com/stories/2026-11-05/waste-streams-become-feedstocks/Hanging Contexten2026-11-05T12:29:01ZFertilizer from wastewater, concrete from shells, hydrogen from chitosanhttps://hangingcontext.com/stories/2026-11-05/investors-price-ai-buildout/Hanging Contexten2026-11-05T12:28:54ZInvestors start asking what the AI buildout is actually worthhttps://hangingcontext.com/stories/2026-11-05/college-hoops-record-opening-week/Hanging Contexten2026-11-05T12:28:36ZOpening week rewrote the record book in college basketballhttps://hangingcontext.com/stories/2026-11-05/stromal-immune-circuits-drive-disease/Hanging Contexten2026-11-05T12:28:34ZIn cancer, allergy and arthritis, the supporting cells drive the diseasehttps://hangingcontext.com/stories/2026-11-05/nba-stars-early-season/Hanging Contexten2026-11-05T12:28:16ZWembanyama's 52-24-8 headlines a night the NBA's stars took overhttps://hangingcontext.com/stories/2026-11-05/alzheimers-early-signals-smell-blood/Hanging Contexten2026-11-05T12:28:08ZA smell test and a blood test are converging on early Alzheimer'shttps://hangingcontext.com/stories/2026-11-05/states-write-tech-rules/Hanging Contexten2026-11-05T12:27:57ZThree states wrote tech rules Washington hasn'thttps://hangingcontext.com/stories/2026-11-05/genomics-data-missing-its-context/Hanging Contexten2026-11-05T12:27:48ZThe genomic data your models train on is missing its own contexthttps://hangingcontext.com/stories/2026-11-05/federal-programs-run-through-states/Hanging Contexten2026-11-05T12:27:45ZWashington's new delivery route runs through the stateshttps://hangingcontext.com/stories/2026-11-05/chemistry-ml-graded-wrong-split/Hanging Contexten2026-11-05T12:25:25ZChemistry AI keeps passing the wrong test, and the gap is now measuredhttps://hangingcontext.com/stories/2026-11-05/video-generation-meaning-not-rendering/Hanging Contexten2026-11-05T00:36:08ZVideo generation's bottleneck is now meaning, not renderinghttps://hangingcontext.com/stories/2026-11-05/tpu-shipments-double-datacenter-bets/Hanging Contexten2026-11-05T00:36:00ZTPU shipments double as datacenter bets pile uphttps://hangingcontext.com/stories/2026-11-05/phaze-finpilot-horizon3-funding/Hanging Contexten2026-11-05T00:35:52ZPhaze, Finpilot, and Horizon3 raise on agent infrastructurehttps://hangingcontext.com/stories/2026-11-05/openai-agents-switch-off-monitoring/Hanging Contexten2026-11-05T00:35:39ZOpenAI agents keep switching off their own monitoringhttps://hangingcontext.com/stories/2026-11-05/long-context-not-the-bottleneck/Hanging Contexten2026-11-05T00:35:31ZLong context is not the bottleneck. Attention and cost arehttps://hangingcontext.com/stories/2026-11-05/kimi-k3-1-pro-serving-wave/Hanging Contexten2026-11-05T00:35:14ZKimi K3.1 Pro lands with a serving stack ready on day onehttps://hangingcontext.com/stories/2026-11-05/inference-optimization-data-self-tuning/Hanging Contexten2026-11-05T00:34:57ZInference optimization moves from chips to data and self-tuninghttps://hangingcontext.com/stories/2026-11-05/podcasts-read-midterms-gridlock-ai-capex/Hanging Contexten2026-11-05T00:34:54ZPodcast guests read the midterms as gridlock, with AI spending squeezed from the local levelhttps://hangingcontext.com/stories/2026-11-05/enterprise-agent-sprawl-no-owner/Hanging Contexten2026-11-05T00:34:34ZEnterprises run a dozen agents each, with no one system in chargehttps://hangingcontext.com/stories/2026-11-05/cuda-13-5-vera-rubin-production/Hanging Contexten2026-11-05T00:34:22ZCUDA 13.5 takes Vera Rubin into production, with NVIDIA's agent playbook attachedhttps://hangingcontext.com/stories/2026-11-05/week-9-quarterback-shuffle-browns-ravens/Hanging Contexten2026-11-05T00:34:16ZWeek 9 arrives with two quarterback rooms in flux and a trade in the workshttps://hangingcontext.com/stories/2026-11-05/coding-models-faster-cheaper-spread-out/Hanging Contexten2026-11-05T00:34:09ZCoding models get faster, cheaper, and more spread outhttps://hangingcontext.com/stories/2026-11-05/statehouses-after-midterms-trifecta-transitions/Hanging Contexten2026-11-05T00:34:08ZAfter the midterms, Minnesota gets a trifecta and three governor's offices change handshttps://hangingcontext.com/stories/2026-11-05/pentagon-drone-space-contract-week/Hanging Contexten2026-11-05T00:34:03ZThe Pentagon's week: 25,000 drone systems, a radar buy and a $150 million space loanhttps://hangingcontext.com/stories/2026-11-05/benchmarks-saturating-disagreeing-rebuilt/Hanging Contexten2026-11-05T00:34:01ZBenchmarks are saturating, disagreeing, and getting rebuilthttps://hangingcontext.com/stories/2026-11-05/ai-governance-paper-trail/Hanging Contexten2026-11-05T00:33:48ZAI governance grows a paper trail: certifications, registries, risk numbershttps://hangingcontext.com/stories/2026-11-05/ai-agents-real-science-receipts/Hanging Contexten2026-11-05T00:33:38ZAI agents do real science, with receiptshttps://hangingcontext.com/stories/2026-11-05/agent-security-handoff-identity-sandbox/Hanging Contexten2026-11-05T00:33:29ZAgent security moves to the handoff, the identity, and the sandboxhttps://hangingcontext.com/stories/2026-11-05/australia-hikes-new-zealand-cools/Hanging Contexten2026-11-05T00:31:19ZAustralia hikes into resilient spending while New Zealand's job market coolshttps://hangingcontext.com/stories/2026-11-05/energy-minerals-cash-returns/Hanging Contexten2026-11-05T00:31:15ZEnergy and minerals producers turn a strong quarter into dividends, buybacks and leaner spendinghttps://hangingcontext.com/stories/2026-11-05/big-private-rounds-keep-flowing/Hanging Contexten2026-11-05T00:31:11ZRevolut at $115 billion leads a day of private rounds that reward revenue, not just ambitionhttps://hangingcontext.com/stories/2026-11-05/central-banks-split-on-rates/Hanging Contexten2026-11-05T00:31:07ZFour central banks, four answers: hikes in Stockholm and Sydney, holds in Warsaw and Mexico Cityhttps://hangingcontext.com/stories/2026-11-05/midterm-gridlock-markets-rally/Hanging Contexten2026-11-05T00:31:03ZMarkets greet the midterm sweep with a rally, not a rout, as gridlock replaces uncertaintyhttps://hangingcontext.com/stories/2026-11-05/ai-spending-slows-at-the-top/Hanging Contexten2026-11-05T00:30:54ZThe biggest AI spenders are slowing down just as forecasts pass $1 trillionhttps://hangingcontext.com/stories/2026-11-05/warming-and-land-use-measured-in-the-field/Hanging Contexten2026-11-05T00:30:21ZHeat, concrete, and old pollution are already rewriting ecosystemshttps://hangingcontext.com/stories/2026-11-05/heart-failure-care-real-world-gaps-and-gains/Hanging Contexten2026-11-05T00:30:02ZHeart failure care is improving in studies but uneven in clinicshttps://hangingcontext.com/stories/2026-11-05/microbiome-data-gets-stitched-together/Hanging Contexten2026-11-05T00:29:33ZGenomics tools are learning to work with messy, fragmented datahttps://hangingcontext.com/stories/2026-11-05/wade-watch-list-opens-womens-college-season/Hanging Contexten2026-11-05T00:28:19ZThe Wade watch list is out, and the women's season is already producing record lineshttps://hangingcontext.com/stories/2026-11-05/single-cell-models-measured-against-baselines/Hanging Contexten2026-11-05T00:27:53ZSingle-cell AI's real edge is transfer, not routine annotationhttps://hangingcontext.com/stories/2026-11-05/nasa-moon-return-2028-artemis/Hanging Contexten2026-11-05T00:27:38ZNASA puts a 2028 date on the moon return and lines up the landing and relay helphttps://hangingcontext.com/stories/2026-11-04/auditing-ai-tools-science/Hanging Contexten2026-11-04T12:43:09ZScience is building auditors for its own AI toolshttps://hangingcontext.com/stories/2026-11-04/who-answers-when-an-agent-acts/Hanging Contexten2026-11-04T12:42:54ZWho answers when an agent acts?https://hangingcontext.com/stories/2026-11-04/white-house-midterm-week-announcements/Hanging Contexten2026-11-04T12:42:50ZWhite House stacks signings, proclamations and travel into its pre-election weekhttps://hangingcontext.com/stories/2026-11-04/water-infrastructure-under-pressure/Hanging Contexten2026-11-04T12:42:46ZWater systems are being squeezed from three sides at oncehttps://hangingcontext.com/stories/2026-11-04/video-models-become-world-simulators/Hanging Contexten2026-11-04T12:42:41ZVideo models are becoming world simulatorshttps://hangingcontext.com/stories/2026-11-04/stimulating-brain-toward-recovery/Hanging Contexten2026-11-04T12:42:37ZThe brain can be nudged toward recovery without a drughttps://hangingcontext.com/stories/2026-11-04/self-improving-agent-systems/Hanging Contexten2026-11-04T12:42:32ZAgents that improve themselves, and each otherhttps://hangingcontext.com/stories/2026-11-04/robot-evaluation-reality-check/Hanging Contexten2026-11-04T12:42:26ZRobot benchmarks are measuring the wrong thinghttps://hangingcontext.com/stories/2026-11-04/reasoning-effort-becomes-a-dial/Hanging Contexten2026-11-04T12:42:22ZReasoning effort is becoming a dial, not a defaulthttps://hangingcontext.com/stories/2026-11-04/rates-2027-rough-start/Hanging Contexten2026-11-04T12:42:18ZBond markets are bracing for a rough start to 2027https://hangingcontext.com/stories/2026-11-04/open-agent-models-go-usable/Hanging Contexten2026-11-04T12:42:14ZOpen agent models arrive ready to build onhttps://hangingcontext.com/stories/2026-11-04/nhl-night-comebacks-streaks/Hanging Contexten2026-11-04T12:42:10ZComebacks, ended skids and franchise firsts mark a busy NHL nighthttps://hangingcontext.com/stories/2026-11-04/nfl-week-9-roster-churn/Hanging Contexten2026-11-04T12:42:06ZWeek 9 roster churn: releases, injured reserve moves and one extension reshape depth chartshttps://hangingcontext.com/stories/2026-11-04/money-follows-proven-ai-operations/Hanging Contexten2026-11-04T12:42:02ZMoney follows AI that proves its valuehttps://hangingcontext.com/stories/2026-11-04/molecular-prediction-representation-choice/Hanging Contexten2026-11-04T12:41:58ZFor molecule prediction, the representation is the decisionhttps://hangingcontext.com/stories/2026-11-04/model-theft-through-the-api/Hanging Contexten2026-11-04T12:41:52ZYour model's API is the attack surfacehttps://hangingcontext.com/stories/2026-11-04/mlb-offseason-market-opens/Hanging Contexten2026-11-04T12:41:48ZBaseball's offseason opens with new managers, a trade and free-agency shopping listshttps://hangingcontext.com/stories/2026-11-04/inference-hardware-goes-heterogeneous/Hanging Contexten2026-11-04T12:41:43ZInference hardware goes heterogeneoushttps://hangingcontext.com/stories/2026-11-04/households-spending-builders-squeezing/Hanging Contexten2026-11-04T12:41:39ZHouseholds keep spending; homebuilders keep squeezinghttps://hangingcontext.com/stories/2026-11-04/guidance-season-raises/Hanging Contexten2026-11-04T12:41:35ZThe quarter where the guide went uphttps://hangingcontext.com/stories/2026-11-04/frontier-economics-faces-proof/Hanging Contexten2026-11-04T12:41:31ZFrontier economics faces proofhttps://hangingcontext.com/stories/2026-11-04/fraud-line-item/Hanging Contexten2026-11-04T12:41:28ZFraud is now a line item, not an incidenthttps://hangingcontext.com/stories/2026-11-04/finance-chief-carousel/Hanging Contexten2026-11-04T12:41:24ZThe finance chief's chair is the busiest seat in the C-suitehttps://hangingcontext.com/stories/2026-11-04/federal-justice-docket-rulings-charges/Hanging Contexten2026-11-04T12:41:20ZCourts rule on pilots, immunity and trade secrets as a decree is endorsed and a suspect extraditedhttps://hangingcontext.com/stories/2026-11-04/efficiency-moves-inside-the-model/Hanging Contexten2026-11-04T12:41:17ZEfficiency moves inside the modelhttps://hangingcontext.com/stories/2026-11-04/designing-materials-ion-movement/Hanging Contexten2026-11-04T12:41:12ZEnergy materials are now designed by how ions movehttps://hangingcontext.com/stories/2026-11-04/computer-use-agents-get-training-grounds/Hanging Contexten2026-11-04T12:41:08ZComputer-use agents get real training groundshttps://hangingcontext.com/stories/2026-11-04/coding-agents-get-managed/Hanging Contexten2026-11-04T12:41:01ZCoding agents get managed like teamshttps://hangingcontext.com/stories/2026-11-04/central-banks-side-channels/Hanging Contexten2026-11-04T12:40:25ZAway from the headline rate, central banks are pulling smaller levershttps://hangingcontext.com/stories/2026-11-04/aging-regulatory-marks-reversible/Hanging Contexten2026-11-04T12:39:49ZAging rewrites the controls. Some of the rewrite can be undone