Live · Impact Tracker

AI Impact Tracker

The good. The bad. The hilariously absurd.

Purna Medha tracks where AI helps humanity, where it harms, and where it's just weird enough to make you laugh.

88/100
Strongly Hopeful
35hope
5concern
0absurd

Based on 40 signals from 10 sources

30 Apr 2026, 16:56

Impact by Theme

Net score per theme: +100 = all hope, -100 = all concern. The bar shows the balance.

Economy & Markets30 signals
29 good1 bad+93

+ “Salesforce is crowdsourcing its AI roadmap — with customers

- “Satya Nadella says he’s ready to ‘exploit’ the new OpenAI deal

Security & Defense4 signals
1 good3 bad-50

+ “Firestorm Labs raises $82M to take drone factories into the field

- “Google staff urge CEO to block military AI use - Latest news from Azerbaijan

Justice & Rights2 signals
2 good0 bad+100

+ “The Download: Musk and Altman’s legal showdown, and AI’s profit problem

Information & Media2 signals
2 good0 bad+100

+ “X announces a rebuilt ad platform powered by AI

Health & Life Sciences1 signal
1 good0 bad+100

+ “Changing the long search for rare disease diagnoses with new AI breakthrough - Medical Xpress

Education & Knowledge1 signal
0 good1 bad-100

- “Lancaster’s School Deepfake Scandal Exposes AI Abuse Risks - AI CERTs

Signal Feed

HopeSalesforce is crowdsourcing its AI roadmap — with customers HopeThis startup’s new mechanistic interpretability tool lets you debug LLMs HopeX announces a rebuilt ad platform powered by AI HopeThe Download: the North Pole’s future and humanoid data HopeMeta says its business AI now facilitates 10 million conversations a week HopeGenerative AI Ethics: How to Manage Them - AIMultiple HopeSoftBank is creating a robotics company that builds data centers — and already eyeing a $100B IPO HopeAmazon’s cloud business is surging — and so is its capital spending HopeSources: Anthropic could raise a new $50B round at a valuation of $900B HopeOn the stand, Elon Musk can’t escape his own tweets HopeMeta is still burning money on AR/VR ConcernSatya Nadella says he’s ready to ‘exploit’ the new OpenAI deal HopeMicrosoft says it has over 20M paid Copilot users, and they really are using it HopeGoogle Cloud surpasses $20B, but says growth was capacity-constrained HopeGoogle gains 25M subscriptions in Q1, driven by YouTube and Google One HopeIs AI video just a prequel? Runway’s CEO thinks world models are next HopeParallel Web Systems hits $2B valuation five months after its last big raise HopeGoogle Photos uses AI to make the iconic closet from ‘Clueless’ a reality HopeMore Gemini features are coming to Google TV HopeNew Study Highlights Societal Optimism Toward Breakthrough Science, and Rising Anxiety About How Fast the World Is Changing - BioSpace HopeFirestorm Labs raises $82M to take drone factories into the field HopeMeet Shapes, the app bringing humans and AI into the same group chats HopeThe Download: storing nuclear waste and orchestrating agents HopeColby Adcock’s Scout AI raises $100M to train its models for war: We visited its bootcamp HopeIt’s time to make a plan for nuclear waste HopeAt his OpenAI trial, Musk relitigates an old friendship ConcernLancaster’s School Deepfake Scandal Exposes AI Abuse Risks - AI CERTs HopeThe Download: Musk and Altman’s legal showdown, and AI’s profit problem HopeElon Musk and Sam Altman are going to court over OpenAI’s future ConcernGoogle staff urge CEO to block military AI use - Latest news from Azerbaijan HopeThe missing step between hype and profit HopeRebuilding the data stack for AI HopeThe Download: DeepSeek’s latest AI breakthrough, and the race to build world models HopeThree reasons why DeepSeek’s new model matters HopeMutually Automated Destruction: The Escalating Global A.I. Arms Race - The New York Times HopeInside the AI Index: 12 Takeaways from the 2026 Report - Stanford HAI HopeWhat went right this week: a ‘breakthrough’ for migratory species, plus more - Positive News ConcernDRDO is developing lethal autonomous weapons, Defence Ministry tells parliamentary panel - MediaNama HopeChanging the long search for rare disease diagnoses with new AI breakthrough - Medical Xpress Concern'The use of lethal autonomous weapons controlled by AI goes against the principles of a just war' - Le Monde.fr

AI's impact is a choice, not a given.

The same technology can heal or harm. The difference is who builds it, who governs it, and who understands it. That's why training matters.