Ben Ogie

Computing | Software Engineer | Cybersecurity

[Kevin De Bruyne @KevinDeBruyne]

Dear Manchester. 💙

[zack @zack_overflow]

A must read book for devs who want to do systems programming or just get a good general overview of the whole computing stack is:

CS:APP

Walks you through it all from the level of bits and bytes and processor architecture to operating systems

[Shubham Saboo @Saboo_Shubham_]

DeepSeek R1 is 100% Opensource and 96.4% cheaper than OpenAI o1 while delivering similar performance.

OpenAI o1: $60.00 per 1M output tokens
DeepSeek R1: $2.19 per 1M output tokens

People with $200 ChatGPT subscription, let that sink in.

[LinaHua @Linahuaa]

A Small team of Chinese super chads completely destroyed the US A.I. bubble.

Same performance for a tiny fraction of the price. No fancy NVIDIA GPUs. Open source. Less censorship. Tiny budget.
Innovative and superior new way of training.
Also, the company is completely self funded by their chad hedge fund arm.

Who's gonna sink hundreds of billions into OpenAI et al? Who's willing to pay $200/month for ChatGPT Pro, when the Chinese version is as good (and soon, maybe better), for almost free?

And how is ChatGPT gonna sustain their billions of dollars burning rate when both investor and customer money dries up?

It's over. China is winning the A.I. race.
Chinese talent > Big GPUs

[ESPN UK @ESPNUK]

Christmas mood 😂🥘

[Sam Adeyemi @sam_adeyemi]

Leadership Live w/ Sam Adeyemi https://t.co/zQKfYr1qgO

[Omoyele Sowore @sowore]

Join Dele Farotimi Justice Group on Whatsapp
https://t.co/3VEKxL7q5E

[ADELEYE S.A @ADELEYE_SA]

@Naija_PR Thank you for taking necessary steps. In summary let us respect each other religion yet we should never neglect showing love to each other because that is the most important prophet Mohammed (SAW) and Jesus Christ taught us. Let love leads please 🙏.

[Abhinav Upadhyay @abhi9u]

An introductory course on the fundamentals of distributed systems. I like the delivery of the course, informal and humorous.

Link in replies.

[ₕₐₘₚₜₒₙ @hamptonism]

Master Game Theory.

[leon @profleonn]

I bought a thing...
cant wait get started, thanks for posting that one post @1owroller

[Abhinav Upadhyay @abhi9u]

What every systems programmer should know about concurrency—a very dense but impactful read. Things like lock free and wait free synchronisation techniques will stop seeming like black box if you understand this.

[Saurabh Kumar @drummatick]

Do computer architecture course atleast once in your life.

It fills in so many gaps and enhances fundamental understanding of computer science and software development

[Math Cafe @Riazi_Cafe_en]

Harvard's "Introduction to Cryptography" by Boaz Barak.

PDF: https://t.co/3DUpi28aLW
Book's website: https://t.co/dnYUlVza5S

[Tom Dörr @tom_doerr]

3Blue1Brown's animation code is public

[Didier 'Dirac's ghost' Gaulin @DiracGhost]

If you're looking for an in depth look into mathematical physics, PDE, Green's function of the wave equation, Legendre polynomial, Sturm-Liouville theorem, conformal maps and more, this playlist on institute of geometry and physics is a good place to start

Link in the comments

[Alex Bilzerian @alexbilz]

'Aspects of symmetry' - Sidney Coleman (PDF): https://t.co/rMy6DBXNGA

[Math Cafe @Riazi_Cafe_en]

Princeton's "Machine Learning" lecture notes

https://t.co/JF5tNLk0HA

[Rohan Paul @rohanpaul_ai]

Algorithms for Decision Making from MIT

700 page book.

-----

Content

Part I: Probabilistic Reasoning

Representation
Inference
Parameter Learning
Structure Learning
Simple Decisions
Part II: Sequential Problems

Exact Solution Methods
Approximate Value Functions
Online Planning
Policy Search
Policy Gradient Estimation
Policy Gradient Optimization
Actor-Critic Methods
Policy Validation
Part III: Model Uncertainty

Exploration and Exploitation
Model-Based Methods
Model-Free Methods
Imitation Learning
Part IV: State Uncertainty

Beliefs
Exact Belief State Planning
Offline Belief State Planning
Online Belief State Planning
Controller Abstractions
Part V: Multiagent Systems

Multiagent Reasoning
Sequential Problems
State Uncertainty
Collaborative Agents