Secular Gaurakshak

PEACE ACTIVIST ,Engineer,Green Dweller,Earth lover,Clean Tech follower,Music Junkie,Animal Lover,ENTREPRENEUR,Atheist & HUMAN LOVER/HATER!

[tamrat @tamrrat]

umm wait, what in the 4D video is this??

[Kirill @kirillk_web3]

A Chinese developer just explained the shift from Loop Engineering to Graph Engineering better than anyone.

most people are still building agents the way that's about to be obsolete.

> why single-agent loops break and go "goal blind"
> the 4 parts of a graph: nodes, edges, state, policy
> 3 topologies that run everything: diamond, supervisor, pipeline
> Anthropic's 5 official workflow patterns

the punchline: it's not how many agents you run. it's the determinism you build with verifiers, code fallbacks, and reality anchors.

I broke the same architecture down with Kimi K3. Full A-Z guide below.

[CyberRobo @CyberRobooo]

China is entering an era in which everyone is a data collector

https://t.co/xyQwxzhJlp launched China’s first Embodied AI Data Collection Community in Suqian,Jiangsu(the hometown of https://t.co/xyQwxzhJlp founder Liu Qiangdong)

They plan to mobilize over 100,000 local citizens(especially stay-at-home moms )to wear a lightweight JoyEgoCam while doing daily chores. From wiping tables and folding clothes at home, to fruit picking, factory work, logistics, and elderly care… covering more than 100 real-life scenarios.

These devices precisely capture key biomechanical data--such as upper-limb trajectories, force distribution, and hand-eye coordination,and feed it back to JD's data centers to train robotic models.

OFC,Participants earn money while helping collect real-world data. The goal?Over 10 million hours in two years to solve robotics’ biggest problem--the severe shortage of authentic physical world data.

Really interesting way to get everyday people involved in advancing AI humanoid robots.

[Secular Gaurakshak @sajeevbedi]

@Darwinn99 Will miss you brah

[Secular Gaurakshak @sajeevbedi]

@AnfieldSector The True 🐐

[Spooky Brian Graham 🦬🎃 @iroasmas]

starting to think i should turn off chain of thought

[Secular Gaurakshak @sajeevbedi]

#NewProfilePic

[Secular Gaurakshak @sajeevbedi]

@TeslaEnthusist Peak civilization moment

[Secular Gaurakshak @sajeevbedi]

@TheAnfieldWrap That’s what a false #9 brings to the table , don’t think Mane and Salah had to much to do apart from peg their CB’s

[Secular Gaurakshak @sajeevbedi]

@Eyowhite3 Yes

[Secular Gaurakshak @sajeevbedi]

@levelsio @ThePeterMick Time to bring in Robocop

[Secular Gaurakshak @sajeevbedi]

@heyeaslo Workout

[B/R Football @brfootball]

Senegal announce Sadio Mané will miss the World Cup 💔

[Secular Gaurakshak @sajeevbedi]

@mikeklassen90 His sultry wood nymph 🤫

[Secular Gaurakshak @sajeevbedi]

Feels https://t.co/ljw66Mfw3s

[jack @jack]

Square is considering building a Bitcoin mining system based on custom silicon and open source for individuals and businesses worldwide. If we do this, we’d follow our hardware wallet model: build in the open in collaboration with the community. First some thoughts and questions.

[alex @AlexUlrichh]

A little piece of advice from Kendrick Lamar https://t.co/hqUQLTda7X

[Secular Gaurakshak @sajeevbedi]

@GoodNotesApp Thanks for your response, figured it out eventually ✌🏽

[Secular Gaurakshak @sajeevbedi]

@GoodNotesApp how does the app sync on your devices??
Doesn’t seem to be updating from my ipad to iPhone both on ios15