Carlos E. Perez

Quaternion Process Theory, Artificial (Intuition, Fluency, Empathy), Patterns for (Gen, LRM, Agentic, Skill) AI,

[Carlos E. Perez @IntuitMachine]

Introducing "A Pattern Language for Agentic AI Skill Design."

[Carlos E. Perez @IntuitMachine]

280 tok/s for GLM-5.2

[Amir Haghighat @amiruci]

We have the fastest GLM-5.2 deployment on the market: >280 tok/s and <0.8s ttft, according to Artificial Analysis. This same performance carries across all post-trained variants.

These aren’t vanity metrics. Optimizations like these save our customers tens of millions of dollars per year.

[Carlos E. Perez @IntuitMachine]

A Chinese lab creates an LLM at near Opus 4.8 levels (i.e., GLM 5.2). Now, a Japanese lab creates a multi-agent orchestrator that delivers Fable and Mythos levels. Acceleration is happening everywhere!

[Sakana AI @SakanaAILabs]

Introducing Sakana Fugu: A full multi-agent orchestration system accessible via a single model API.

Our ‘Fugu Ultra’ model matches the performance of Fable and Mythos, delivering frontier capability without the risk of export controls.

Try it: https://t.co/hhO6qTawgb 🐡

[Carlos E. Perez @IntuitMachine]

@ZackBro74245761 Thanks, I agree. Meant to be read carefully.

[Carlos E. Perez @IntuitMachine]

https://t.co/XjMWZlH2uB

[Carlos E. Perez @IntuitMachine]

@emollick related: https://t.co/yGognfFfOL

[Carlos E. Perez @IntuitMachine]

@emollick Intriguing and insightful perspective!

[Carlos E. Perez @IntuitMachine]

@Ric_RTP These two firms are going to IPO, so they got a lot of upside financially.

[Carlos E. Perez @IntuitMachine]

@GaryMarcus I don't understand how you can even have a mathematical proof for this!

[Carlos E. Perez @IntuitMachine]

Isn't this cheaper and more convenient than a humanoid robot valet? https://t.co/LV7AXId4RW

[Lydia_Perry @Beauty_Girls9]

Hyundai Robot move vehicle with precision to improve safety in automated parking 😜

[Carlos E. Perez @IntuitMachine]

The value and utility of humanoid robots are obviously overhyped. Most of them can't even walk down the stairs!

[Carlos E. Perez @IntuitMachine]

@davidpattersonx Why don't American companies have factories like in China (given that most of the work is automated by industrial robots)?

[Carlos E. Perez @IntuitMachine]

@paradite_ Then how do they discover new mathematical proofs?

[Carlos E. Perez @IntuitMachine]

@mcraddock Yup... It's grift.

[Carlos E. Perez @IntuitMachine]

So the official party line is that Anthropic has been "kicked out" of government.

[Bull Theory @BullTheoryio]

BREAKING: The NSA's own director says Mythos broke into almost all of its classified systems in hours.

Per The Economist, Senator Mark Warner, vice chair of the Senate Intelligence Committee, said General Joshua Rudd, who runs the NSA and the Pentagon's Cyber Command, told him this directly.

This came out on June 11, the same day Amazon reportedly found a separate jailbreak in Anthropic's models. Within hours, Trump ordered Anthropic to cut off foreign access to Mythos and Fable.

Anthropic shut both down completely instead.

Now there are two competing stories for why this actually happened.

One says the shutdown was a response to the NSA's own classified systems getting breached in hours.

The other says Anthropic is privately pushing back, calling the jailbreak minor and the shutdown an overreaction to something other AI models can already be tricked into doing.

The NSA was already using Mythos for its own cyber operations, with Anthropic engineers embedded inside the agency. The same tool the agency was actively relying on is the one its own director says broke into almost everything it owns.

[Carlos E. Perez @IntuitMachine]

How long will it take (and how many meetings) before the NSA fixes its own systems? 6 months? By that time, you will have Open Source Fable-class systems.

[Bull Theory @BullTheoryio]

BREAKING: The NSA's own director says Mythos broke into almost all of its classified systems in hours.

Per The Economist, Senator Mark Warner, vice chair of the Senate Intelligence Committee, said General Joshua Rudd, who runs the NSA and the Pentagon's Cyber Command, told him this directly.

This came out on June 11, the same day Amazon reportedly found a separate jailbreak in Anthropic's models. Within hours, Trump ordered Anthropic to cut off foreign access to Mythos and Fable.

Anthropic shut both down completely instead.

Now there are two competing stories for why this actually happened.

One says the shutdown was a response to the NSA's own classified systems getting breached in hours.

The other says Anthropic is privately pushing back, calling the jailbreak minor and the shutdown an overreaction to something other AI models can already be tricked into doing.

The NSA was already using Mythos for its own cyber operations, with Anthropic engineers embedded inside the agency. The same tool the agency was actively relying on is the one its own director says broke into almost everything it owns.

[Carlos E. Perez @IntuitMachine]

@mcraddock Only when you realize that very little of what the government says is true.

[Carlos E. Perez @IntuitMachine]

@SmartScience @grok explain why Data centers need to be built near homes?

[Carlos E. Perez @IntuitMachine]

@bindureddy But Microsoft doesn't own a frontier-class model. They are more like Amazon (no model, but with compute resources).

[Carlos E. Perez @IntuitMachine]

KYC to access Claude? https:// support .claude .com/en/articles/14328960-identity-verification-on-claude

[Carlos E. Perez @IntuitMachine]

@BullTheoryio Now that they've found so many new vulnerabilities to fix, you would think they would need massive hiring to fix these.