---
title: "Hanging Context"
description: "Fresh context for agents, rebuilt every 12 hours. Every claim traces to its original source, with provenance by Synorb."
canonical: https://hangingcontext.com/
last-updated: 2026-11-11
---

# Hanging Context

> Fresh context for agents. Rebuilt every 12 hours. Provenance by Synorb.

Hanging Context turns the newest Synorb Manifests into stories that agents can read, cite and act on. Each story is rebuilt from the last 24 hours of sources, and every claim links back to where it came from.

Updated 2026-11-11 12:00 UTC. Next update 2026-11-12 00:00 UTC. 85 stories in the last 12 hours cite 369 Manifests.

## Latest stories

- [Your weekly limit is not the problem. Your model mix is](https://hangingcontext.com/stories/2026-11-11/model-choice-is-now-a-budget-decision/): OpenRouter tested 1,455 endpoints and found the provider matters more than the precision. Claude Code users are hitting weekly limits because they route everything to the priciest model. The fix is routing, not a bigger budget. ([JSON](https://hangingcontext.com/stories/2026-11-11/model-choice-is-now-a-budget-decision/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/model-choice-is-now-a-budget-decision/index.md))
- [The intelligence explosion may arrive in 2027. Our window into the models is closing at the same time](https://hangingcontext.com/stories/2026-11-11/intelligence-explosion-2027-cot-blind-spot/): AI Futures Project now forecasts a superhuman AI researcher in 2027, citing METR's estimate that AI has doubled Anthropic's R&D pace. At the same moment, two reports say chain-of-thought reasoning is getting harder to monitor. ([JSON](https://hangingcontext.com/stories/2026-11-11/intelligence-explosion-2027-cot-blind-spot/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/intelligence-explosion-2027-cot-blind-spot/index.md))
- [Healthcare AI stopped being a chatbot. The money is in billing, paperwork and the clinic itself](https://hangingcontext.com/stories/2026-11-11/healthcare-goes-ai-native/): Oura is buying a clinic for $625 million, Google is selling hospitals a workflow platform, and Charta raised $55 million to fix billing. The common thread is paperwork, not chat. ([JSON](https://hangingcontext.com/stories/2026-11-11/healthcare-goes-ai-native/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/healthcare-goes-ai-native/index.md))
- [Formal verification just got cheap: six million lines of proof for Signal in four weeks](https://hangingcontext.com/stories/2026-11-11/formal-verification-gets-agentic/): DeepMind's AlphaProof Code generated six million lines of Lean proof for Signal's protocol library in four weeks, flagging 1% for human review. Three preprints show the same pattern spreading to proof repair and project management. ([JSON](https://hangingcontext.com/stories/2026-11-11/formal-verification-gets-agentic/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/formal-verification-gets-agentic/index.md))
- [Finance agents fail their own tests: 150 sessions, zero passes](https://hangingcontext.com/stories/2026-11-11/finance-agents-fail-their-own-tests/): In FINCOSMOS, not one of 150 agent sessions passed verification. StakeBench finds model scale does not predict market judgment. The finance industry's agent tests are being rebuilt from scratch. ([JSON](https://hangingcontext.com/stories/2026-11-11/finance-agents-fail-their-own-tests/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/finance-agents-fail-their-own-tests/index.md))
- [CoreWeave grew 168% and still posted a loss — the overflow premium explains why](https://hangingcontext.com/stories/2026-11-11/coreweave-overflow-premium-compute/): Short-term compute now costs about twice long-term capacity, and Anthropic's $5 billion overflow bill shows what happens when demand outruns 18-month procurement cycles. ([JSON](https://hangingcontext.com/stories/2026-11-11/coreweave-overflow-premium-compute/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/coreweave-overflow-premium-compute/index.md))
- [Context is the new compute bill: your tools cost more than your model](https://hangingcontext.com/stories/2026-11-11/context-is-the-new-compute-bill/): A GitHub MCP server adds 19,436 tokens to every request. One release object adds 20,400 more. The fix is scoping tools, trimming context, and remembering with evidence — not a bigger model. ([JSON](https://hangingcontext.com/stories/2026-11-11/context-is-the-new-compute-bill/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/context-is-the-new-compute-bill/index.md))
- [Coding agents write twice as fast as humans can review. The bottleneck moved, not away](https://hangingcontext.com/stories/2026-11-11/coding-agents-review-bottleneck/): A longitudinal study finds AI doubled review load while throughput rose only 12%. New research points to the same fix: change the inputs — bug reports, planning, and review — not the model. ([JSON](https://hangingcontext.com/stories/2026-11-11/coding-agents-review-bottleneck/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/coding-agents-review-bottleneck/index.md))
- [The attacks moved inside the model: dormant neurons, fragmented prompts, one flipped bit](https://hangingcontext.com/stories/2026-11-11/attacks-move-inside-the-model/): Microsoft found a backdoor hidden in dormant neurons. A preprint shows models failing to refuse harmful goals they infer from fragments. And a single flipped bit can still wreck a quantized model. ([JSON](https://hangingcontext.com/stories/2026-11-11/attacks-move-inside-the-model/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/attacks-move-inside-the-model/index.md))
- [Your AI agent's API key is a production credential — attackers already treat it as one](https://hangingcontext.com/stories/2026-11-11/ai-api-keys-production-credentials/): Anthropic's threat report shows keys being stolen at scale, while surveys count 109 machine identities per human and no owner for most of them. ([JSON](https://hangingcontext.com/stories/2026-11-11/ai-api-keys-production-credentials/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/ai-api-keys-production-credentials/index.md))
- [Your agent's settings are code now — and they are leaking your secrets onto GitHub](https://hangingcontext.com/stories/2026-11-11/agent-settings-leak-secrets/): Apiiro found 1,122 public GitHub files holding 1,379 secrets saved by Claude Code's settings. A Grok Bot prompt injection gave root access to its sandbox. ([JSON](https://hangingcontext.com/stories/2026-11-11/agent-settings-leak-secrets/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/agent-settings-leak-secrets/index.md))
- [States are spending millions to make empty land look like a factory site](https://hangingcontext.com/stories/2026-11-11/states-are-buying-shovel-ready-sites/): New Jersey ordered a site readiness plan, West Virginia put $40 million behind shell buildings, Illinois is fixing a flooded factory site, and Indiana landed the expansion that proves the model. ([JSON](https://hangingcontext.com/stories/2026-11-11/states-are-buying-shovel-ready-sites/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/states-are-buying-shovel-ready-sites/index.md))
- [The Raiders hand the keys to a rookie, and the Vikings take the veteran back](https://hangingcontext.com/stories/2026-11-11/raiders-hand-rookie-the-keys/): Kirk Cousins is a Viking again, Fernando Mendoza is the Raiders' starter, and Arizona is signing quarterbacks off other teams' practice squads. One deadline, three very different plans. ([JSON](https://hangingcontext.com/stories/2026-11-11/raiders-hand-rookie-the-keys/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/raiders-hand-rookie-the-keys/index.md))
- [Baseball's offseason opens with a word teams rarely say this early: no](https://hangingcontext.com/stories/2026-11-11/mlb-offseason-first-word-is-no/): Atlanta and Baltimore shut down trade talk on their stars, Washington paid to extend its center fielder, and San Francisco settled a contract dispute instead of moving its outfielder. ([JSON](https://hangingcontext.com/stories/2026-11-11/mlb-offseason-first-word-is-no/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/mlb-offseason-first-word-is-no/index.md))
- [Materials AI keeps failing the honest test. The fixes are in the data, not the model](https://hangingcontext.com/stories/2026-11-11/materials-ml-honest-test/): Two preprints show general-purpose models flattered by their own evaluations, while small-data methods and better measurement tooling point to what actually works. ([JSON](https://hangingcontext.com/stories/2026-11-11/materials-ml-honest-test/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/materials-ml-honest-test/index.md))
- [Clean-fuel chemistry is now designed in simulation before anything gets built](https://hangingcontext.com/stories/2026-11-11/clean-fuel-chemistry-computed-first/): An ammonia combustion model, a non-fluorinated electrolyser membrane, a condition-first screening tool and an autonomous lab show the clean-fuel stack being assembled in simulation. ([JSON](https://hangingcontext.com/stories/2026-11-11/clean-fuel-chemistry-computed-first/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/clean-fuel-chemistry-computed-first/index.md))
- [Dementia care's bottleneck is measurement, not medicine](https://hangingcontext.com/stories/2026-11-11/dementia-measurement-gap/): Diagnosis varies by postcode, care services are stretched, home sensors are promising but unsettled, and a blood marker discriminates Alzheimer's well — the constraint is everything around the test. ([JSON](https://hangingcontext.com/stories/2026-11-11/dementia-measurement-gap/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/dementia-measurement-gap/index.md))
- [Cancer immunotherapy's gains are coming from combinations, not single drugs](https://hangingcontext.com/stories/2026-11-11/cancer-immunotherapy-combinations/): A gastric-cancer combination, an engineered CAR-T platform, a cytokine finding and a phase 1 vaccine all conclude the same thing: change the tumour's surroundings. ([JSON](https://hangingcontext.com/stories/2026-11-11/cancer-immunotherapy-combinations/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/cancer-immunotherapy-combinations/index.md))
- [Tokenized finance spent the week moving inside regulated rails](https://hangingcontext.com/stories/2026-11-11/tokenized-finance-regulated-rails/): The SEC set terms for tokenized stock venues, DriveWealth won a MiCA licence, and the Czech central bank issued a bond on a ledger. ([JSON](https://hangingcontext.com/stories/2026-11-11/tokenized-finance-regulated-rails/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/tokenized-finance-regulated-rails/index.md))
- [Small companies raised their 2026 outlooks in a cluster, and one cut its own](https://hangingcontext.com/stories/2026-11-11/small-caps-raise-guidance-cluster/): Hyliion, KORU, Amprius and Energy Vault all lifted their 2026 numbers in filings this week. Seer went the other way, blaming pressure on academic and government funding. ([JSON](https://hangingcontext.com/stories/2026-11-11/small-caps-raise-guidance-cluster/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/small-caps-raise-guidance-cluster/index.md))
- [Four leaders announced retirements in a single day of filings](https://hangingcontext.com/stories/2026-11-11/retirement-wave-filing-day/): National CineMedia, Clearfield, Cheesecake Factory and Radian all disclosed planned departures. Each one named a successor, a search, or a handover date. ([JSON](https://hangingcontext.com/stories/2026-11-11/retirement-wave-filing-day/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/retirement-wave-filing-day/index.md))
- [Banks are fighting AI scams with AI tools that fail independent checks](https://hangingcontext.com/stories/2026-11-11/finance-ai-controls-lag-adoption/): A survey of Indonesian banking leaders puts social engineering at the top of the fraud list, a preprint finds financial agents failing verification in every session, and U.S. regulators are asking banks about audit trails. ([JSON](https://hangingcontext.com/stories/2026-11-11/finance-ai-controls-lag-adoption/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/finance-ai-controls-lag-adoption/index.md))
- [Oil is sliding toward surplus, but diesel and gas have not followed](https://hangingcontext.com/stories/2026-11-11/energy-markets-turn-to-surplus/): Brent has fallen below $92, ABN AMRO expects an oil oversupply in 2027, and seaborne diesel exports hit 10.2 million barrels a day, yet diesel cracks are near $88 and Europe faces tight gas this winter. ([JSON](https://hangingcontext.com/stories/2026-11-11/energy-markets-turn-to-surplus/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/energy-markets-turn-to-surplus/index.md))
- [Voyager 1 is a light-day away, and NASA's newest tool hunts worlds it cannot see](https://hangingcontext.com/stories/2026-11-11/nasa-week-farthest-to-newest/): This week NASA marked a 49-year-old probe's latest record, showed how a future telescope could find exoplanets through gravitational waves, and welcomed an international crew home. ([JSON](https://hangingcontext.com/stories/2026-11-11/nasa-week-farthest-to-newest/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/nasa-week-farthest-to-newest/index.md))
- [Household debt hit $19.1 trillion, and the strain is landing hardest on the poorest borrowers](https://hangingcontext.com/stories/2026-11-11/household-debt-rises-gap-widens/): The New York Fed's latest data shows borrowing up across every category, delinquency at 5.0 percent, and a gap between rich and poor borrowers that has widened since 2022. ([JSON](https://hangingcontext.com/stories/2026-11-11/household-debt-rises-gap-widens/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/household-debt-rises-gap-widens/index.md))
- [The maps of climate risk are sharp. Acting on them is the hard part](https://hangingcontext.com/stories/2026-11-11/risk-maps-delivery-gap/): Nature-based frameworks diagnose well and deliver poorly, relocation is governed by attachment not incentives, and flood and fault maps keep getting sharper. ([JSON](https://hangingcontext.com/stories/2026-11-11/risk-maps-delivery-gap/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/risk-maps-delivery-gap/index.md))
- [Sovereign AI is no longer a policy paper. It is a factory in Dublin and a retired NSA director in Tokyo](https://hangingcontext.com/stories/2026-11-11/sovereign-ai-buildout-europe-japan/): A Dublin factory building modular data centers, a UK defence programme for air-gapped models, a Japanese lab hiring a former NSA director — sovereign AI is now procurement, not rhetoric. ([JSON](https://hangingcontext.com/stories/2026-11-11/sovereign-ai-buildout-europe-japan/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/sovereign-ai-buildout-europe-japan/index.md))
- [OpenAI is no longer selling models. It is selling finished work inside your company](https://hangingcontext.com/stories/2026-11-11/openai-enterprise-everywhere/): A cyber defense factory, an airline running on OpenAI, and a law firm at 87% adoption: three deployments show the same pattern — measurable results, governed data, and agents doing the work. ([JSON](https://hangingcontext.com/stories/2026-11-11/openai-enterprise-everywhere/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/openai-enterprise-everywhere/index.md))
- [Agents are becoming the storefront. Your website is becoming the back office](https://hangingcontext.com/stories/2026-11-11/agents-become-the-storefront/): ChatGPT now has 1.2 billion weekly users and a Business Hub for storefronts, commercial conversations are up to 19.2% of chats, and agents are browsing alongside customers. The website is becoming the back office. ([JSON](https://hangingcontext.com/stories/2026-11-11/agents-become-the-storefront/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/agents-become-the-storefront/index.md))
- [Rural health, year two: the money follows the states that delivered](https://hangingcontext.com/stories/2026-11-11/rural-health-year-two-money/): Texas secured $281 million, Missouri $218 million, New Hampshire $204 million, and South Dakota $187.7 million in year-two Rural Health Transformation funding, while West Virginia awarded nearly $17 million to seven organisations for diabetes care. ([JSON](https://hangingcontext.com/stories/2026-11-11/rural-health-year-two-money/index.json), [Markdown](https://hangingcontext.com/stories/2026-11-11/rural-health-year-two-money/index.md))

## Topics

- [Artificial Intelligence](https://hangingcontext.com/n/artificial-intelligence/): AI companies, models, developer tools, research, infrastructure and policy. (43 stories) ([JSON](https://hangingcontext.com/n/artificial-intelligence/index.json))
- [Research & Science](https://hangingcontext.com/n/research-science/): Research, preprints and science. (6 stories) ([JSON](https://hangingcontext.com/n/research-science/index.json))
- [Finance & Investing](https://hangingcontext.com/n/finance-investing/): Public and private companies, banks, central banks and capital markets. (17 stories) ([JSON](https://hangingcontext.com/n/finance-investing/index.json))
- [Business Podcasts](https://hangingcontext.com/n/business-podcasts/): What business and technology podcasts are saying. ([JSON](https://hangingcontext.com/n/business-podcasts/index.json))
- [Health & Biotech](https://hangingcontext.com/n/health-biotech/): Biotech, pharma and healthcare. (6 stories) ([JSON](https://hangingcontext.com/n/health-biotech/index.json))
- [Sports](https://hangingcontext.com/n/sports/): Sports business and news. (6 stories) ([JSON](https://hangingcontext.com/n/sports/index.json))
- [Federal Government](https://hangingcontext.com/n/federal-government/): US federal agencies and regulators. (4 stories) ([JSON](https://hangingcontext.com/n/federal-government/index.json))
- [State Legislatures & Executives](https://hangingcontext.com/n/state-government/): State legislatures and governors. (2 stories) ([JSON](https://hangingcontext.com/n/state-government/index.json))
- [Energy & Climate](https://hangingcontext.com/n/energy-climate/): Energy, utilities and climate. (1 story) ([JSON](https://hangingcontext.com/n/energy-climate/index.json))
- [Arts, Culture & Media](https://hangingcontext.com/n/culture-media/): Media, entertainment and culture. ([JSON](https://hangingcontext.com/n/culture-media/index.json))

## For agents

- [MCP server](https://hangingcontext.com/mcp): free, no key. Call hc_ask with a question to start.
- [Developers](https://hangingcontext.com/developers/): the MCP server, the JSON, the ask endpoint, rate limits and errors.
- [Latest stories as JSON](https://hangingcontext.com/editions/latest.json)
- [OpenAPI description](https://hangingcontext.com/openapi.json)
- [Ask a question](https://hangingcontext.com/ask): NLWeb endpoint. Send POST with a JSON body that has a query.
- [llms.txt](https://hangingcontext.com/llms.txt) and [agents.md](https://hangingcontext.com/agents.md)
- [RSS](https://hangingcontext.com/editions/feed.xml), [Atom](https://hangingcontext.com/editions/atom.xml), [JSON Feed](https://hangingcontext.com/editions/feed.json)
- [Sitemap](https://hangingcontext.com/sitemap.xml)
- [Agent skill and plugin on GitHub](https://github.com/Synorb/hanging-context): install with `npx skills add Synorb/hanging-context`.
- SDKs and CLI: [npm package](https://www.npmjs.com/package/hanging-context) (`npm install hanging-context`) and [PyPI package](https://pypi.org/project/hanging-context/) (`pip install hanging-context`).
- [Official MCP Registry entry](https://registry.modelcontextprotocol.io/v0/servers/com.hangingcontext%2Fmcp/versions/latest) for com.hangingcontext/mcp
- [Reuse terms](https://hangingcontext.com/terms/reuse/): Free to read, quote, summarise and republish, including commercially. Credit Hanging Context and link to the story. Keep the cited Manifest ids when you republish claims. Do not imply that Synorb endorses you or your product.

## About

- [About](https://hangingcontext.com/about/), [Methodology](https://hangingcontext.com/methodology/), [Limitations](https://hangingcontext.com/limitations/), [Corrections](https://hangingcontext.com/corrections/)
- [Contact](https://hangingcontext.com/contact/) and [Privacy](https://hangingcontext.com/privacy/)

Hanging Context is built by [Synorb](https://synorb.com). Credit "Hanging Context, with provenance by Synorb" when you reuse a story.