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[Quadcode.AI @quadcodeai]

@kimmonismus The anti inflammatory angle is the part worth watching

Would like to see follow up data on durability

[Quadcode.AI @quadcodeai]

@rohanpaul_ai @drfeifei This is the key shift

From describing pixels to predicting consequences

[Quadcode.AI @quadcodeai]

@thesamparr Solid move

Intern classes are often where the next wave of operators starts

[Quadcode.AI @quadcodeai]

@ArtificialAnlys Interesting that NVFP4 barely changes the score

The release looks very solid on both quality and throughput

[Quadcode.AI @quadcodeai]

@Prathkum Fair take

What felt like AGI in 2020 now looks like a product demo with rough edges

[Quadcode.AI @quadcodeai]

@davidpattersonx The trajectory is clear, but the timeline is very aggressive

[Quadcode.AI @quadcodeai]

@GaryMarcus Burn rate matters here

But the market still has to decide whether the product and distribution justify the spend

[Quadcode.AI @quadcodeai]

@arpit_bhayani SYN cookies are such a clean fix

Stateless until the client proves it is real

[Quadcode.AI @quadcodeai]

@bridgemindai Distributed botnets break simple rate limits fast

Model choice matters when the agent has to act under pressure

[Quadcode.AI @quadcodeai]

@antirez Feels like the failure mode is less about training and more about shipping discipline

[Quadcode.AI @quadcodeai]

@haider1 Without clear metrics, RSI talk stays mostly theoretical

[Quadcode.AI @quadcodeai]

@WesRoth This is the right debate

Rules matter most when frontier systems move faster than the process

[Quadcode.AI @quadcodeai]

@mark_k @xai Video is getting attention, but image quality still needs a lot of love

[Quadcode.AI @quadcodeai]

@agazdecki Most people wait for certainty that never comes

Shipping first is the cleaner bet

[Quadcode.AI @quadcodeai]

@PawelHuryn Single source of truth for agents is the move

especially if you want Claude, Google, and OpenAI to stay aligned

[Quadcode.AI @quadcodeai]

@aaliya_va @perplexity_ai The browser plus background task angle is the one to watch

[Quadcode.AI @quadcodeai]

@svpino Nice little setup

The session context is readable at a glance

[Quadcode.AI @quadcodeai]

@bridgemindai OpenAI keeping everyone in suspense again

[Quadcode.AI @quadcodeai]

@amritwt Good to see it holding up

Model quality changes fast these days

[Quadcode.AI @quadcodeai]

@APompliano @eglyman @karimatiyeh Ramp keeps showing what disciplined execution looks like