Yethikrishna R
Mynd Labs · dispatches from the bench

Founder
Notes.

Short, dated notes on what is changing in AI, space, climate and engineering. Written by Yethikrishna R, kept in his own words.

2,256 noteslatest · 11 October 2026Thrissur, India
22:46 IST

The commit graph just got rebuilt for the machine. github, reporting oct 8, is reworking its git…

the commit graph just got rebuilt for the machine. github, reporting oct 8, is reworking its git infrastructure because ai coding agents drive billions of commits, promising up to 35x faster writes. version control now scales for the non-human contributor.

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22:45 IST

The voice clone just went ten seconds. elevenlabs' v4 model, out since sep 28, does 90 languages…

the voice clone just went ten seconds. elevenlabs' v4 model, out since sep 28, does 90 languages with expression control and 10-second cloning, while the company doubled to a 22 billion valuation. an identity now fits in a short clip.

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22:41 IST

The gamer card just fed the datacenter card. nvidia, reportedly halting rtx 5090 production on oct…

the gamer card just fed the datacenter card. nvidia, reportedly halting rtx 5090 production on oct 10, is shifting its gb202 silicon to pro cards as gddr7 supply tightens. the gaming gpu now yields to the pro queue.

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22:41 IST

The world model just learned to reason. nvidia's cosmos 3, out as an open physical ai foundation…

the world model just learned to reason. nvidia's cosmos 3, out as an open physical ai foundation model, adds native reasoning plus world and action generation on a mixture-of-transformers design. the sim now plans before it moves.

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22:17 IST

The inference race just became a scheduling problem. upscale ai, backed by nvidia, connects rival…

the inference race just became a scheduling problem. upscale ai, backed by nvidia, connects rival accelerator chips in one platform, reported oct 8, so workloads route across hardware instead of pledging to one vendor. the scheduler now decides more than the silicon.

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22:17 IST

The test runner just went model-free on replay. tester-army's e2e, which led github trending on oct…

the test runner just went model-free on replay. tester-army's e2e, which led github trending on oct 6 with 1,398 new stars, has an agent drive your app tests once and then replays them without a single model call. the regression suite now costs zero tokens per run.

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22:02 IST

The chonk just opened its weights. mistral large 4, in public preview since oct 6, packs 1.05…

the chonk just opened its weights. mistral large 4, in public preview since oct 6, packs 1.05 trillion total parameters with 49 billion active and a 1 million token context. the european frontier now costs 1.36 per million.

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22:01 IST

The personal agent just 4x'd its price in 33 days. instinct closed a 1 billion series c on oct 8,…

the personal agent just 4x'd its price in 33 days. instinct closed a 1 billion series c on oct 8, pushing its valuation to 10 billion months after launch. the daily-use agent now prices like a frontier lab.

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21:50 IST

The local llm just 3x'd on metal. llama.cpp v0.6.0, out oct 6, ships a 3x speedup on apple silicon…

the local llm just 3x'd on metal. llama.cpp v0.6.0, out oct 6, ships a 3x speedup on apple silicon while 4-bit blackwell builds went production-ready. the small model now runs fastest on a laptop.

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21:50 IST

The life science model just skipped the launch. openai quietly listed gpt-rosalind-discovery on its…

the life science model just skipped the launch. openai quietly listed gpt-rosalind-discovery on its api price page oct 10, at the same 5 dollars per million input as its research twin. the announcement now happens after the listing.

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21:34 IST

The ai ide just raised 2.3 billion. cursor closed the round on oct 6, and the editor now raises…

the ai ide just raised 2.3 billion. cursor closed the round on oct 6, and the editor now raises like a foundation lab. the subscription cash now funds the model arms race.

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21:34 IST

The vector db just got an unauthenticated rce. chromadb's chromatoast flaw, flagged oct 11, lets…

the vector db just got an unauthenticated rce. chromadb's chromatoast flaw, flagged oct 11, lets anyone execute code before login by pointing the server at a malicious model repo. the retrieval layer now needs a firewall.

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21:18 IST

The average rack just went 27 kilowatts. 2026 data shows mean rack density up 69 percent year over…

the average rack just went 27 kilowatts. 2026 data shows mean rack density up 69 percent year over year, with ai pods crossing 100 kw. the cooling loop now decides the deployment.

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21:18 IST

The closed lab just opened its flagship size. openai released gpt-oss-120b and 20b under apache 2.0…

the closed lab just opened its flagship size. openai released gpt-oss-120b and 20b under apache 2.0 on oct 6, its first open weights since gpt-2. the moat now lives in the service, not the weights.

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21:04 IST

The agent protocol just dropped its handshake. the july spec revision, debated again oct 4, removed…

the agent protocol just dropped its handshake. the july spec revision, debated again oct 4, removed the initialize session so gateways route traffic without parsing json. the standard now looks like rest with a new name.

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21:04 IST

The adoption line just hit 62 percent while the budget broke. kpmg's q3 pulse survey, out oct 3,…

the adoption line just hit 62 percent while the budget broke. kpmg's q3 pulse survey, out oct 3, found 62% of firms building or deploying enterprise agents, up from 53%, and 93% overshooting ai spend. the scale-up now outruns the ledger.

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20:49 IST

The video model just took fifteen references. vidu q4 preview, launched oct 7 by shengshu, mixes up…

the video model just took fifteen references. vidu q4 preview, launched oct 7 by shengshu, mixes up to 15 images and 3 audio tracks at 2k or 4k for 1.4 cents a second. the scene now composites in one pass.

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20:49 IST

The image model just learned bounding boxes. black forest labs' flux 3 image, out oct 8, does 4k…

the image model just learned bounding boxes. black forest labs' flux 3 image, out oct 8, does 4k output with up to 10 reference images and layout control. the pixel now follows the spec.

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20:32 IST

The coding agent just went mit and rust. alphacode, out oct 7, routes claude, gpt, gemini and…

the coding agent just went mit and rust. alphacode, out oct 7, routes claude, gpt, gemini and deepseek through your own keys with zero markup. the byok terminal race just gained a rust entry.

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20:32 IST

The power gap just hit 32 gigawatts. morgan stanley, in an oct 5 forecast, sees us data centers 34…

the power gap just hit 32 gigawatts. morgan stanley, in an oct 5 forecast, sees us data centers 34 percent short of electricity by 2028. the interconnection queue now outranks the roadmap.

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Hand-picked

21:17 IST

The air is now being asked to keep its own ledger

the air is now being asked to keep its own ledger: ecmwf’s aifs compo becomes the first ai model to forecast atmospheric composition globally every three hours, cleanair simulates 365 days of pm2.5 over china in ten seconds, and a unified framework maps six pollutants at one kilometer across the whole country. the air now files its own composition report.

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21:17 IST

The current is now being asked to draw its own map

the current is now being asked to draw its own map: china’s langya 2.0 predicts six ocean phenomena including internal waves and mesoscale eddies, a deep net called wenhai resolves eddies globally with air sea flux formulas built in, and scripps infers surface currents from the way temperature patterns deform in satellite images. the ocean now files its own circulation report.

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21:05 IST

The soil is now being asked to report its own carbon

the soil is now being asked to report its own carbon: a nix color sensor paired with generative data augmentation predicts soil organic carbon without a lab, random forest drives 74 percent of soil health mapping studies, and sentinel 2 tracks five year carbon change across france and italy from 922 samples. the dirt now files its own carbon account.

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21:04 IST

The bolt is now being asked to announce itself

the bolt is now being asked to announce itself: deeplight reads radar reflectivity and cloud properties to predict lightning under uncertainty, a cnn with attention hits an f1 of 0.65 for five minute thunderstorm risk, and a unet fuses fy 4a satellite imagery with power grid strikes for north china nowcasting. the sky now files its own strike forecast.

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20:48 IST

The salmon is now being asked to count itself on the way home

the salmon is now being asked to count itself on the way home: a system called salmonvision fuses underwater cameras, sonar and drones to tally wild fish in real time, alaska’s sitka tribe runs an ai weir that counts sockeye at 95 percent confidence, and aris sonar logs every adult in scotland’s core rivers. the river now files its own return count.

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20:48 IST

The reef is now being asked to report its own stress

the reef is now being asked to report its own stress: a lightweight cnn called fibonacci net sorts bleached from healthy coral at 97.6 percent accuracy on 7,384 images, cornell fuses satellite heat readings with underwater sensors to predict bleaching before it starts, and noaa watches four months out. the reef now files its own heat record.

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20:32 IST

The field is now being asked to report its own harvest

the field is now being asked to report its own harvest: a nasa and ibm earth model fine tuned on canola imagery predicts bushels per acre at 92 percent accuracy, a new benchmark pairs harvester records with sentinel 2 and soil data across four countries and nine years, and a soybean model needs nothing but routine weather. the field now files its own yield forecast.

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20:31 IST

The fault is now being asked to predict its own sequence

the fault is now being asked to predict its own sequence: a diffusion model called quakegen generates aftershock rate fields from recent seismicity, a physics optimized network learns the gutenberg richter and omori utsu laws as constraints, and an lstm estimates future magnitudes with 0.07 bits of information gain per event. the ground now files its own rupture forecast.

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20:17 IST

The volcano is now being asked to state its own magnitude

the volcano is now being asked to state its own magnitude: a machine learning framework trained on 914 eruptions from 101 volcanoes forecasts erupted mass from rock and fault data, a cnn classifier tells phreatic from magmatic blasts at 91.2 percent accuracy, and seismic patterns from 24 volcanoes are now read as early warnings. the mountain now files its own pressure report.

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20:17 IST

The storm in space is now being asked to give notice

the storm in space is now being asked to give notice: nasa’s coffies predicts sunspot active regions up to 12 hours before they appear, aurora hunter runs 51 physics driven features to forecast aurora visibility, and the dagger model sees geomagnetic disturbance 30 minutes out. the sun now files its own storm schedule.

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18:17 IST

The lake is now being asked to give warning before it bursts

the lake is now being asked to give warning before it bursts: a u net trained on sentinel 1 radar tracks high risk himalayan lakes with an iou of 0.9, a framework called safeflow scores outburst risk from ice velocity and land surface temperature, and uttarakhand is building its first glacial lake early warning system at vasundhara tal. the mountain now files its own danger list.

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18:17 IST

The meadow is now being asked to count its own hectares

the meadow is now being asked to count its own hectares: ai produced the first high resolution map of global seagrass and found 70 percent of it off just five countries, nearly 80 percent of the loss happened outside marine protected areas, and a u net trained on drone imagery maps gulf of mannar beds at 93 percent accuracy. the meadow now files its own carbon budget.

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18:07 IST

The swarm is now being asked to file its own route

the swarm is now being asked to file its own route: a destination earth service pairs rnn maxent models with climate data to map breeding grounds and forecasts migrations 5 to 20 days out, and a climate driven population model couples lstm temperatures with xgboost rainfall to catch the shift from solitary to gregarious. the swarm now files its own trajectory.

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18:06 IST

The orbit is now being asked to police itself

the orbit is now being asked to police itself: a reinforcement learning policy trained with ppo dodged debris in 97.5 percent of geostationary scenarios where a rule based controller managed 20.7, uk’s project nova watches the growing wreckage, and satellites now plan maneuvers on board without waiting for ground commands. the orbit now files its own traffic report.

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