AI / Macro Observatory

Trend Rankings

A minimal static view of signals, counts, rankings, and changes for AI / Technology and Finance / Economics.

Free layer: public observatory and top rankings. Paid layer: full datasets, historical exports, and packaged premium snapshots.

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694
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20
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21
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10
Source Types
tech, official, market-data

Current Highlights

Generated at 2026-05-03T22:00:21.180Z · metrics view only · sensitive policy / conflict-adjacent rows are de-emphasized on the public UI

Top Topics

Top Companies

Top Categories

Trend Rankings

Generated at: 2026-05-03T22:00:21.180Z

Inputs: data/normalized/2026-04-18T12-36-21-574Z-techcrunch-normalized.json, data/normalized/2026-04-18T12-36-26-085Z-hackernews-normalized.json, data/normalized/2026-04-23T10-54-05-127Z-fed-normalized.json, data/normalized/2026-04-23T11-09-09-015Z-coingecko-normalized.json, data/normalized/2026-04-23T11-37-55-061Z-openai-normalized.json, data/normalized/2026-04-23T11-48-27-016Z-bls-normalized.json, data/normalized/2026-04-23T12-57-26-531Z-anthropic-normalized.json, data/normalized/2026-04-24T04-27-24-934Z-techcrunch-normalized.json, data/normalized/2026-04-24T04-27-29-165Z-hackernews-normalized.json, data/normalized/2026-04-24T04-27-29-687Z-fed-normalized.json, data/normalized/2026-04-24T04-27-30-904Z-openai-normalized.json, data/normalized/2026-04-24T10-35-33-786Z-hackernews-normalized.json, data/normalized/2026-04-24T10-35-34-553Z-coingecko-normalized.json, data/normalized/2026-04-24T13-04-57-986Z-techcrunch-normalized.json, data/normalized/2026-04-24T13-05-02-198Z-hackernews-normalized.json, data/normalized/2026-04-24T13-05-03-273Z-openai-normalized.json, data/normalized/2026-04-24T13-05-08-797Z-coingecko-normalized.json, data/normalized/2026-04-24T16-27-26-002Z-techcrunch-normalized.json, data/normalized/2026-04-24T16-27-30-082Z-hackernews-normalized.json, data/normalized/2026-04-24T22-00-06-010Z-techcrunch-normalized.json, data/normalized/2026-04-24T22-00-10-319Z-hackernews-normalized.json, data/normalized/2026-04-24T22-00-10-763Z-fed-normalized.json, data/normalized/2026-04-24T22-00-11-708Z-openai-normalized.json, data/normalized/2026-04-24T22-49-49-837Z-hackernews-normalized.json, data/normalized/2026-04-25T06-02-32-441Z-techcrunch-normalized.json, data/normalized/2026-04-25T06-02-36-442Z-hackernews-normalized.json, data/normalized/2026-04-25T10-00-23-863Z-hackernews-normalized.json, data/normalized/2026-04-25T12-48-29-085Z-hackernews-normalized.json, data/normalized/2026-04-25T22-00-25-805Z-techcrunch-normalized.json, data/normalized/2026-04-25T22-00-30-393Z-hackernews-normalized.json, data/normalized/2026-04-26T10-00-45-195Z-hackernews-normalized.json, data/normalized/2026-04-26T22-00-36-145Z-techcrunch-normalized.json, data/normalized/2026-04-26T22-00-41-226Z-hackernews-normalized.json, data/normalized/2026-04-27T10-00-33-597Z-techcrunch-normalized.json, data/normalized/2026-04-27T10-00-38-515Z-hackernews-normalized.json, data/normalized/2026-04-27T10-00-41-191Z-openai-normalized.json, data/normalized/2026-04-27T23-13-19-619Z-techcrunch-normalized.json, data/normalized/2026-04-27T23-13-23-693Z-hackernews-normalized.json, data/normalized/2026-04-27T23-13-24-820Z-openai-normalized.json, data/normalized/2026-04-28T10-00-13-855Z-techcrunch-normalized.json, data/normalized/2026-04-28T10-00-17-837Z-hackernews-normalized.json, data/normalized/2026-04-28T10-00-18-929Z-openai-normalized.json, data/normalized/2026-04-28T22-00-12-632Z-techcrunch-normalized.json, data/normalized/2026-04-28T22-00-17-070Z-hackernews-normalized.json, data/normalized/2026-04-28T22-00-18-067Z-openai-normalized.json, data/normalized/2026-04-29T10-00-18-142Z-techcrunch-normalized.json, data/normalized/2026-04-29T10-00-22-312Z-hackernews-normalized.json, data/normalized/2026-04-29T10-33-45-290Z-hackernews-normalized.json, data/normalized/2026-04-29T22-00-13-449Z-techcrunch-normalized.json, data/normalized/2026-04-29T22-00-17-464Z-hackernews-normalized.json, data/normalized/2026-04-29T22-00-17-792Z-fed-normalized.json, data/normalized/2026-04-29T22-00-18-663Z-openai-normalized.json, data/normalized/2026-04-30T10-00-12-377Z-techcrunch-normalized.json, data/normalized/2026-04-30T10-00-16-315Z-hackernews-normalized.json, data/normalized/2026-04-30T10-00-17-518Z-openai-normalized.json, data/normalized/2026-04-30T22-00-09-002Z-techcrunch-normalized.json, data/normalized/2026-04-30T22-00-12-895Z-hackernews-normalized.json, data/normalized/2026-04-30T22-00-14-107Z-openai-normalized.json, data/normalized/2026-05-01T10-00-56-318Z-techcrunch-normalized.json, data/normalized/2026-05-01T10-00-59-880Z-hackernews-normalized.json, data/normalized/2026-05-01T10-01-00-894Z-openai-normalized.json, data/normalized/2026-05-01T22-00-14-483Z-techcrunch-normalized.json, data/normalized/2026-05-01T22-00-18-068Z-hackernews-normalized.json, data/normalized/2026-05-01T22-00-18-396Z-fed-normalized.json, data/normalized/2026-05-01T22-00-19-172Z-openai-normalized.json, data/normalized/2026-05-02T10-00-13-567Z-techcrunch-normalized.json, data/normalized/2026-05-02T10-00-17-571Z-hackernews-normalized.json, data/normalized/2026-05-02T10-00-18-706Z-openai-normalized.json, data/normalized/2026-05-02T22-00-10-930Z-techcrunch-normalized.json, data/normalized/2026-05-02T22-00-14-905Z-hackernews-normalized.json, data/normalized/2026-05-03T10-00-18-680Z-hackernews-normalized.json, data/normalized/2026-05-03T22-00-09-781Z-techcrunch-normalized.json, data/normalized/2026-05-03T22-00-15-460Z-hackernews-normalized.json

Source types: tech, official, market-data

Focus

AI / Technology Focus

1. security

- https://abuseofnotation.github.io/category-theory-illustrated/04_order/

- https://en.wikipedia.org/wiki/Michael_O._Rabin

2. ai

- https://techcrunch.com/2026/04/17/kevin-weil-and-bill-peebles-exit-openai-as-company-continues-to-shed-side-quests/

- https://techcrunch.com/2026/04/17/zoom-teams-up-with-world-to-verify-humans-in-meeting/

3. startups

- https://techcrunch.com/2026/04/17/sources-cursor-in-talks-to-raise-2b-at-50b-valuation-as-enterprise-growth-surges/

- https://techcrunch.com/2026/04/23/bob-iger-rejoins-thrive-capital-as-advisor-after-disney-exit/

4. semiconductors

- https://techcrunch.com/2026/04/30/as-tim-cook-steps-down-apple-hit-record-sales-but-a-chip-shortage-looms/

Finance / Macro Focus

1. macro

- https://victorpoughon.github.io/interval-calculator/

- https://www.federalreserve.gov/newsevents/pressreleases/enforcement20260422a.htm

2. policy

- https://techcrunch.com/2026/04/17/man-who-hacked-us-supreme-court-filing-system-sentenced-to-probation/

- https://techcrunch.com/2026/04/17/hackers-are-abusing-unpatched-windows-security-flaws-to-hack-into-organizations/

3. crypto

- https://techcrunch.com/2026/04/17/tokenmaxxing-is-making-developers-less-productive-than-they-think/

- https://www.coingecko.com/en/coins/bitcoin

Market / Policy Topics

1. market-move

- https://techcrunch.com/2026/04/17/tokenmaxxing-is-making-developers-less-productive-than-they-think/

- https://techcrunch.com/2026/04/17/netflix-plans-to-add-a-vertical-video-feed-use-ai-for-recommendations/

2. infrastructure

- https://techcrunch.com/video/are-we-tokenmaxxing-our-way-to-nowhere/

- https://lindbakk.com/blog/introducing-brunost

3. funding

- https://techcrunch.com/2026/04/17/sam-altmans-project-world-looks-to-scale-its-human-verification-empire-first-stop-tinder/

- https://techcrunch.com/2026/04/17/sources-cursor-in-talks-to-raise-2b-at-50b-valuation-as-enterprise-growth-surges/

4. regulation

- https://techcrunch.com/2026/04/17/hackers-are-abusing-unpatched-windows-security-flaws-to-hack-into-organizations/

- https://techcrunch.com/2026/04/17/with-us-spy-laws-set-to-expire-lawmakers-are-split-over-protecting-americans-from-warrantless-surveillance/

5. policy-announcement

- https://www.federalreserve.gov/newsevents/pressreleases/enforcement20260422a.htm

- https://www.federalreserve.gov/newsevents/pressreleases/enforcement20260416a.htm

6. earnings

- https://www.bls.gov/bls/

- https://www.cnn.com/2026/04/23/politics/us-special-forces-soldier-arrested-maduro-raid-trade

Top Topics

1. general

- https://techcrunch.com/2026/04/17/kevin-weil-and-bill-peebles-exit-openai-as-company-continues-to-shed-side-quests/

- https://techcrunch.com/2026/04/17/chef-robotics-escaped-the-robot-cooking-graveyard-and-says-its-thriving-heres-why/

2. product-launch

- https://techcrunch.com/2026/04/17/anthropic-launches-claude-design-a-new-product-for-creating-quick-visuals/

- https://techcrunch.com/2026/04/17/netflix-plans-to-add-a-vertical-video-feed-use-ai-for-recommendations/

3. market-move

- https://techcrunch.com/2026/04/17/tokenmaxxing-is-making-developers-less-productive-than-they-think/

- https://techcrunch.com/2026/04/17/netflix-plans-to-add-a-vertical-video-feed-use-ai-for-recommendations/

4. infrastructure

- https://techcrunch.com/video/are-we-tokenmaxxing-our-way-to-nowhere/

- https://lindbakk.com/blog/introducing-brunost

5. funding

- https://techcrunch.com/2026/04/17/sam-altmans-project-world-looks-to-scale-its-human-verification-empire-first-stop-tinder/

- https://techcrunch.com/2026/04/17/sources-cursor-in-talks-to-raise-2b-at-50b-valuation-as-enterprise-growth-surges/

6. security-incident

- https://techcrunch.com/2026/04/17/man-who-hacked-us-supreme-court-filing-system-sentenced-to-probation/

- https://techcrunch.com/2026/04/17/hackers-are-abusing-unpatched-windows-security-flaws-to-hack-into-organizations/

7. consumer-apps

- https://techcrunch.com/2026/04/17/gigs-turns-your-concert-history-into-a-personal-live-music-archive/

- https://techcrunch.com/2026/04/17/netflix-plans-to-add-a-vertical-video-feed-use-ai-for-recommendations/

8. regulation

- https://techcrunch.com/2026/04/17/hackers-are-abusing-unpatched-windows-security-flaws-to-hack-into-organizations/

- https://techcrunch.com/2026/04/17/with-us-spy-laws-set-to-expire-lawmakers-are-split-over-protecting-americans-from-warrantless-surveillance/

9. policy-announcement

- https://www.federalreserve.gov/newsevents/pressreleases/enforcement20260422a.htm

- https://www.federalreserve.gov/newsevents/pressreleases/enforcement20260416a.htm

10. earnings

- https://www.bls.gov/bls/

- https://www.cnn.com/2026/04/23/politics/us-special-forces-soldier-arrested-maduro-raid-trade

Rising Topics

1. general

- https://techcrunch.com/2026/04/17/kevin-weil-and-bill-peebles-exit-openai-as-company-continues-to-shed-side-quests/

- https://techcrunch.com/2026/04/17/chef-robotics-escaped-the-robot-cooking-graveyard-and-says-its-thriving-heres-why/

2. security-incident

- https://techcrunch.com/2026/04/17/man-who-hacked-us-supreme-court-filing-system-sentenced-to-probation/

- https://techcrunch.com/2026/04/17/hackers-are-abusing-unpatched-windows-security-flaws-to-hack-into-organizations/

3. research

- https://techcrunch.com/2026/04/17/hackers-are-abusing-unpatched-windows-security-flaws-to-hack-into-organizations/

- https://victorpoughon.github.io/interval-calculator/

4. earnings

- https://www.bls.gov/bls/

- https://www.cnn.com/2026/04/23/politics/us-special-forces-soldier-arrested-maduro-raid-trade

5. regulation

- https://techcrunch.com/2026/04/17/hackers-are-abusing-unpatched-windows-security-flaws-to-hack-into-organizations/

- https://techcrunch.com/2026/04/17/with-us-spy-laws-set-to-expire-lawmakers-are-split-over-protecting-americans-from-warrantless-surveillance/

Top Companies

1. OpenAI

- https://techcrunch.com/2026/04/17/kevin-weil-and-bill-peebles-exit-openai-as-company-continues-to-shed-side-quests/

- https://techcrunch.com/video/are-we-tokenmaxxing-our-way-to-nowhere/

2. Anthropic

- https://techcrunch.com/2026/04/17/anthropic-launches-claude-design-a-new-product-for-creating-quick-visuals/

- https://techcrunch.com/video/are-we-tokenmaxxing-our-way-to-nowhere/

3. ChatGPT

- https://openai.com/index/building-chatgpt-atlas/

- https://openai.com/index/introducing-workspace-agents-in-chatgpt/

4. Claude

- https://techcrunch.com/2026/04/17/anthropic-launches-claude-design-a-new-product-for-creating-quick-visuals/

- https://www.anthropic.com/news/claude-design-anthropic-labs

5. Google

- https://techcrunch.com/2026/04/17/googles-ai-mode-can-now-help-you-find-products-in-stock-nearby/

- https://developers.googleblog.com/torchtpu-running-pytorch-natively-on-tpus-at-google-scale/

6. Meta

- https://techcrunch.com/2026/04/23/meta-job-cuts-10-percent-8000-employees/

- https://techcrunch.com/2026/04/23/meta-is-revamping-its-cross-app-management-system/

7. Apple

- https://techcrunch.com/2026/04/24/mac-mini-price-expensive-ebay-shortage-ai-memory/

- https://techcrunch.com/video/tim-cook-is-stepping-down-what-happens-to-apple-now/

8. World

- https://techcrunch.com/2026/04/17/sam-altmans-project-world-looks-to-scale-its-human-verification-empire-first-stop-tinder/

- https://techcrunch.com/2026/04/17/zoom-teams-up-with-world-to-verify-humans-in-meeting/

9. Amazon

- https://techcrunch.com/2026/04/24/in-another-wild-turn-for-ai-chips-meta-signs-deal-for-millions-of-amazon-ai-cpus/

- https://techcrunch.com/2026/04/24/nuclear-startup-x-energy-raises-1b-in-data-center-driven-ipo/

10. Microsoft

- https://techcrunch.com/2026/04/23/microsoft-offers-buyout-for-up-to-7-of-u-s-employees/

- https://techcrunch.com/2026/04/27/openai-ends-microsoft-legal-peril-over-its-50b-amazon-deal/

Rising Companies

1. Intel

- https://www.pugetsystems.com/labs/articles/intel-arc-pro-b70-review/

- https://www.hpcwire.com/2026/02/05/what-is-z-angle-memory-and-why-is-intel-developing-it/

2. Apple

- https://techcrunch.com/2026/04/24/mac-mini-price-expensive-ebay-shortage-ai-memory/

- https://techcrunch.com/video/tim-cook-is-stepping-down-what-happens-to-apple-now/

3. OpenAI

- https://techcrunch.com/2026/04/17/kevin-weil-and-bill-peebles-exit-openai-as-company-continues-to-shed-side-quests/

- https://techcrunch.com/video/are-we-tokenmaxxing-our-way-to-nowhere/

Top Regions

1. global

- https://abuseofnotation.github.io/category-theory-illustrated/04_order/

- https://en.wikipedia.org/wiki/Michael_O._Rabin

2. us

- https://techcrunch.com/2026/04/17/once-close-enough-for-an-acquisition-stripe-and-airwallex-are-now-going-after-each-other/

- https://techcrunch.com/2026/04/17/sam-altmans-project-world-looks-to-scale-its-human-verification-empire-first-stop-tinder/

3. asia

- https://www.bbc.com/news/articles/c4gx1n0dl9no

- https://github.com/xodn348/destiny

4. uk

- https://www.bbc.com/sport/athletics/articles/crm1m7e0zwzo

- https://www.amusingplanet.com/2022/08/london-to-calcutta-by-bus.html

5. china

- https://www.federalreserve.gov/newsevents/pressreleases/enforcement20260310a.htm

- https://www.cnbc.com/2026/04/27/meta-manus-china-blocks-acquisition-ai-startup.html

6. eu

- https://juraj.bednar.io/en/blog-en/2026/04/17/eu-age-control-the-trojan-horse-for-digital-ids/

- https://iesna.eu/?wasm=skyglow_demo

7. japan

- https://www.tokyodev.com/articles/how-magic-the-gathering-took-me-from-n2-to-japanese-fluency

- https://www.newsonjapan.com/article/149075.php

Top Categories

1. security

- https://abuseofnotation.github.io/category-theory-illustrated/04_order/

- https://en.wikipedia.org/wiki/Michael_O._Rabin

2. ai

- https://techcrunch.com/2026/04/17/kevin-weil-and-bill-peebles-exit-openai-as-company-continues-to-shed-side-quests/

- https://techcrunch.com/2026/04/17/zoom-teams-up-with-world-to-verify-humans-in-meeting/

3. general

- https://techcrunch.com/2026/04/17/once-close-enough-for-an-acquisition-stripe-and-airwallex-are-now-going-after-each-other/

- https://techcrunch.com/2026/04/17/sam-altmans-project-world-looks-to-scale-its-human-verification-empire-first-stop-tinder/

4. macro

- https://victorpoughon.github.io/interval-calculator/

- https://www.federalreserve.gov/newsevents/pressreleases/enforcement20260422a.htm

5. policy

- https://techcrunch.com/2026/04/17/man-who-hacked-us-supreme-court-filing-system-sentenced-to-probation/

- https://techcrunch.com/2026/04/17/hackers-are-abusing-unpatched-windows-security-flaws-to-hack-into-organizations/

6. crypto

- https://techcrunch.com/2026/04/17/tokenmaxxing-is-making-developers-less-productive-than-they-think/

- https://www.coingecko.com/en/coins/bitcoin

7. startups

- https://techcrunch.com/2026/04/17/sources-cursor-in-talks-to-raise-2b-at-50b-valuation-as-enterprise-growth-surges/

- https://techcrunch.com/2026/04/23/bob-iger-rejoins-thrive-capital-as-advisor-after-disney-exit/

8. social

- https://techcrunch.com/2026/04/23/instagram-tests-a-new-instants-app-for-sharing-disappearing-photos/

- https://techcrunch.com/2026/04/27/letterboxd-sale-film-social-media-semafor-versant-ankler/

9. defense

- https://techcrunch.com/2026/04/24/palantir-is-reportedly-helping-the-irs-investigate-financial-crimes/

- https://techcrunch.com/2026/04/25/apple-under-ternus-what-comes-next-for-the-tech-giants-hardware-strategy/

10. semiconductors

- https://techcrunch.com/2026/04/30/as-tim-cook-steps-down-apple-hit-record-sales-but-a-chip-shortage-looms/

Rising Categories

1. security

- https://abuseofnotation.github.io/category-theory-illustrated/04_order/

- https://en.wikipedia.org/wiki/Michael_O._Rabin

2. ai

- https://techcrunch.com/2026/04/17/kevin-weil-and-bill-peebles-exit-openai-as-company-continues-to-shed-side-quests/

- https://techcrunch.com/2026/04/17/zoom-teams-up-with-world-to-verify-humans-in-meeting/

3. general

- https://techcrunch.com/2026/04/17/once-close-enough-for-an-acquisition-stripe-and-airwallex-are-now-going-after-each-other/

- https://techcrunch.com/2026/04/17/sam-altmans-project-world-looks-to-scale-its-human-verification-empire-first-stop-tinder/

4. policy

- https://techcrunch.com/2026/04/17/man-who-hacked-us-supreme-court-filing-system-sentenced-to-probation/

- https://techcrunch.com/2026/04/17/hackers-are-abusing-unpatched-windows-security-flaws-to-hack-into-organizations/

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