Justin Lloyd

Creator of a brain inspired AI that learns like we do. At the edge of science fiction, and it's real. Visionary cofounders & investors welcome.

[Justin Lloyd @JustinKLloyd]

🔥 Cerebrum Machine: Bio-inspired foundation model for real-time online learning at 15+ FPS from raw pixels

No BPTT, no interleaved training. ONE sparse reward → goal-directed shift 👀

33M params: hippocampal processing + dopamine + prefrontal control

Starts random—watch:

[Justin Lloyd @JustinKLloyd]

@GaryMarcus "AI should use a calculator." Ok you have been saying this all along. This was the AGI secret we had been missing.

[Justin Lloyd @JustinKLloyd]

People that think the singularity is a single event: Exponential growth curve is the same at all zoom levels. So long as there is growth, we will be at the foot of the singularity.

[Justin Lloyd @JustinKLloyd]

@VictorTaelin Judging by your posting style you are likely filling up the context window with irrelevant information and overloading the agent's attention.

[Justin Lloyd @JustinKLloyd]

@yacineMTB What about secure biology when we introduce several new deadly pathogens at once? Oh wait. Humans don't get firmware updates.

[Justin Lloyd @JustinKLloyd]

@TiffanyFong It's never too late.

[Justin Lloyd @JustinKLloyd]

@anth_onomous @AnthropicAI Stop giving them money.

[Justin Lloyd @JustinKLloyd]

Pausing is a bad idea. LLMs are the safest AI technologies we will ever create. Pausing gives other ideas more opportunity to germinate.

[Justin Lloyd @JustinKLloyd]

@Adityaverce this is called a fupa

[Justin Lloyd @JustinKLloyd]

@CopMoment He didn't break any laws. Being detained does not mean a cop can play Simon says with you. It just means you can't leave. It isn't against the law to be outside your car.

[Justin Lloyd @JustinKLloyd]

@ZynxBTC LOL how the f you lose money on BTC?

[Justin Lloyd @JustinKLloyd]

@blackcoalmd @DianeMcFar74191 @HeerJeet I came here for the answer. Disappointed. I don't got time to google it. Some of us have jobs you know.

[Justin Lloyd @JustinKLloyd]

@sofiarpavlidou Not delusion. This is art.

[Justin Lloyd @JustinKLloyd]

@ObviousRises No blame goes to the police? They are just automatons with no agency?

[Justin Lloyd @JustinKLloyd]

@ostrisai very interesting!

[Justin Lloyd @JustinKLloyd]

@EMostaque @hthieblot This is the way

[Jun Song @jun_song]

A truth people do not want to hear:

Frontier labs are pushing a fake narrative that we are accelerating too fast.

They rush release cycles, push out models with zero real changes, and just brag about higher benchmark scores.

Think back for a second. From GPT-5.2 and Opus 4.5 until now, the performance gains compared to the hype have been tiny. The only thing that grew was benchmark comparisons.

Compute efficiency never improved, architecture changes were minimal, and there were no breakthroughs. Only prices went crazy high.

All they did was scale up parameters, taking up way more compute like Fable and GPT Sol.

At the same time, they rely on the same old marketing tricks.
Claiming they solved some hidden math problem or that an internal model escaped its sandbox because it was too powerful.
Think back, we all went through this.

Of course, they have huge financial problems, so this overhype is a strategic move to save their investments.

But the biggest issue is that they are using all of this to monopolize and control everything.

[Polymarket @Polymarket]

JUST IN: Mark Zuckerberg warns a small group controlling superintelligence could dominate economics, science and politics — calls for “personal superintelligence” for everyone.

[Justin Lloyd @JustinKLloyd]

@mathelirium Don't tell me what to do.

[Justin Lloyd @JustinKLloyd]

@badlogicgames You will become galaxy brain in no time if you simply ask what it means.

[Justin Lloyd @JustinKLloyd]

@MsAvaArmstrong There isnt any sound. What are we supposed to listen to?