JayMac

80’s Baby, Father, Girl Soccer Dad, EPL lover, Arsenal Fan, Chargers Fan, Comic Nerd, Crypto Enthusiast, Ramen & Sushi lover

[JayMac @JMacCrypto]

@50cent Brittish crime drama….all in!!!

[JayMac @JMacCrypto]

@benjamincowen Spain or France… Leaning France

[JayMac @JMacCrypto]

@YaOnlyLivvOnce 🔥🔥🔥🔥

[JayMac @JMacCrypto]

@PontiacMadeDDG One more leg down to 62.25k / 200week moving average

[CryptoFace @RealCryptoFace]

If i forgot to giveway 10k yesterday and instead gave 50k next week , what would you spend it on if you won

[JayMac @JMacCrypto]

@RealCryptoFace I am currently a social worker trading an investing in the market so that I can save up to open my own independent living skills agency and Sls home for individuals with disabilities. I would put the money towards that as well as BTC, SPCX, rest in trading account.

[DR Sports @drsportsmedia]

ARSENAL ARE BACK OFFICIAL MUSIC VIDEO🔴⚪️🎶

#BestOfEnemies #Arsenal #Football

[JayMac @JMacCrypto]

@piersmorgan Ha!!!!!!

[JayMac @JMacCrypto]

@ArsenalN7 1994. I’m a fan from the states. I grew up playing club soccer and our team name was changed from Aztecs to Arsenal. I started watching them on Univision and GOAL tv at that time. I loved loved loved Henry, he was my hero.

[Piers Morgan @piersmorgan]

This is Arteta’s moment.
Yes, the squad’s been amazing.
Yes, the fans have been incredible.
Yes, the club’s owners stepped up big time last summer.
But it was this man’s vision, intensity, intelligence, courage and decisions that won us the League. Thankyou @m8arteta 🙏

[JayMac @JMacCrypto]

@Arsenal I love y’all! As a fan here in the states since 1995 I never thought I would see this day again. I’m so proud of this team and all they’ve accomplished. Congrats fellas, North London forever baby.⚽️❤️⚽️❤️⚽️❤️

[Arsenal @Arsenal]

We did it, together.

[JayMac @JMacCrypto]

@_masterinvestor About a solid 3/5

[Chamath Palihapitiya @chamath]

A framework to understand how value accrues across the AI stack.

This is a blueprint for understanding what builds AI into its pragmatic parts: what each layer is, where it ends, and where value is accrued. So here’s how you can think about it:

1. Layer 1 - Infrastructure

Before any AI model trains or any robot moves, an industrial foundation must exist. Land, energy grids, cooling systems, critical minerals, and fabrication facilities. Infrastructure is the constraint that all the other layers depend on.

2. Layer 2 - Chips

Transistors that are etched onto silicon wafers using extreme ultraviolet light. This is what allows both physical and digital AI to take an input, process it, and return a predictive output. The more transistors that fit on a chip, the more computation it can perform.

3. Layer 3 - Data

Both digital and physical models train on data. Digital models train on text, code, and images; physical models train on gravity, friction, depth, and sensor streams. The more accurate the data, the more accurate the output.

4. Layer 4 - Models

A model is a system that learns from examples. Feed it enough examples of inputs paired with correct outputs, and it adjusts its internal structure until it can predict correct outputs on inputs it has never seen before.

LLMs represent a specific class trained on text. They learn by processing billions of examples of human language, developing the ability to write, reason, summarize, and generate code.

5. Layer 5 - Execution

This is what lets models take actions on behalf of users. The execution layer lets models pursue objectives through sequential action: observing the environment, reasoning about the next step, acting, and looping until the goal is reached.

6. Layer 6 - Application

All of the AI Stack’s revenue originates at the application layer, then goes to the layers below.

Every dollar paid for AI is paid for an outcome, a task completed, and an answer delivered. Nobody wants H100s for their own sake. They want H100s because someone, somewhere, wants to run an application.

These are the different layers that make up the entire ecosystem of AI.

We did a full study on the AI stack. If you want to read about it, head over to my Substack (https://t.co/uaxeJk63aO)

[Watcher.Guru @WatcherGuru]

JUST IN: SpaceX reportedly set to trade under ticker $SPCX as early as June 12.

[JayMac @JMacCrypto]

@siinwop GNX

[JayMac @JMacCrypto]

@RGIII @Drake @OuttaPocketRG3 Victim Rap. Iceman in all honesty was a 6/10 at best. It’s very clear he has not had any growth nor gotten over the events of last 2 years. At one point in the album, he literally states I’m working on becoming a man. That’s literally the quote dot said. Bro you 40.

[JayMac @JMacCrypto]

@CryptoWendyO One of the only memorable lines on a very mid album.

[JayMac @JMacCrypto]

@Ian_Schwartzman Ian so much love for you and the pod, waiting for Marc and Ian S2… but this album was the definition of mid and victim rap. I will still pay for the paywall, but this album bro…not it. I’d rather hear the fellas discuss that Giveon Project.

[JayMac @JMacCrypto]

@Rap 6 at best