Sourish

the laws of heaven and earth are set to change again

[Sourish @sourrris]

@thsottiaux Prediction model for 'Tibo Resetting my codex usage'

[Sourish @sourrris]

Internally they have achieved it

[Valuetainment @valuetainment]

JUST IN: Sam Altman says that OpenAI will achieve AGI by the end of this year.

[Sourish @sourrris]

Robotics is starting to look less like a hardware problem with an AI feature, and more like a coordination problem with legs.

Video understanding, task planning and multi-robot orchestration matter because factories are not one heroic robot and a cinematic soundtrack.

[Sourish @sourrris]

ChatGPT ads expanding across Europe is a more revealing AI milestone than another benchmark chart.

The interface people use to think is acquiring a sales department.

“Free intelligence” was always going to need a business model. Apparently the business model also has opinions about what you should buy.

[Sourish @sourrris]

People,

Whats the first thing you would solve when AGI is made public?

[Sourish @sourrris]

@BrandonLuuMD How large was the sample size?

[Sourish @sourrris]

Zero data retention for frontier models is the quiet admission that capability was not the only thing blocking adoption.

Companies did not need another chatbot.

They needed something they could let near their data without turning every prompt into a future legal deposition.

[Sourish @sourrris]

Cerebras says its new CS-4 can deliver up to 30× faster inference than GPU systems on its tested models.

Treat vendor benchmarks as vendor benchmarks.

But the direction matters: once models are good enough, latency stops being a nice metric and becomes the product.

[Sourish @sourrris]

@mooncastic Mujhe search krna pad gaya 😂

Bollywood movies ab aur pasand nhi aati sadly 😭

[Sourish @sourrris]

The humanoid question is not whether a robot can fold a shirt.

It is whether it can fail in a warehouse without needing twenty minutes of human archaeology to explain what just happened.

The demo is dexterity.
The business is exception handling.

[Sourish @sourrris]

@elonmusk @XFreeze I see someone aiming type 2 civilization

[Sourish @sourrris]

@_khusheyyy Nope final form is conciousness

[Sourish @sourrris]

@lqiao Waiting for it too

[Sourish @sourrris]

This is way bigger than you think.

Speed will be sorted in a couple of weeks.

I repeat weeks.

[Sourish @sourrris]

Google gave Marvell a warrant worth up to $12.2B, tied largely to Google buying more custom AI silicon.

That is not a vendor contract. It is supply-chain alignment with an equity scoreboard.

The AI labs are slowly becoming chip companies with user interfaces.

[Sourish @sourrris]

Code generation has crossed the point where typing is the bottleneck.

Now the bottleneck is institutional memory.

Who knows why this branch exists, which edge case is sacred, and whether the “temporary” workaround has been running in production since 2019?

AI can generate the patch. It cannot inherit your team’s ghosts automatically.

[Sourish @sourrris]

XPeng’s robotics unit just raised over $900M at a $6.3B+ valuation.

The important part is not that investors have discovered humanoids again.

Car companies already own the suppliers, factories, batteries and deployment data.

The robot race may be an auto-industry sequel.

[Sourish @sourrris]

The more capable AI models become, the less valuable “we use AI” becomes as a product thesis.

If a user can swap the underlying model without noticing, your moat is not intelligence.

It is workflow, distribution, data, trust or nothing.

The demo was never the business.

[Sourish @sourrris]

A useful agent is not the one that completes the most tasks.

It is the one that can prove which actions it did not take.

That means explicit scopes, durable logs, idempotency, rollback and escalation paths.

Apparently the boring parts are where autonomy becomes real.

[Sourish @sourrris]

People keep asking why birth rates are falling as if the answer is a missing advertising campaign.

Young adults are not anti-family. They are doing the arithmetic.

When rent, childcare, unstable work and emotional exhaustion eat the future, “have more children” stops sounding like a cultural value and starts sounding like a demand from someone who won’t share the bill.