r/computerscience

There's a part in Turing's halting problem proof that I don't understand

So the proof to my understanding goes like this:

Imagine a machine A which takes in a machine B's code and that B's input as its own input and tells us if the problem halts exists

Place A into a greater machine C which takes the output of A and if A returns "halts" it goes into an infinite loop, and if it returns "does not halt" C halts.

Use C as an input to C and create a paradox.

The part I don't understand is how exactly the last step is a paradox. A, and therefore C don't just take in a machine as an input, but also that machines input, so you can't just put the machine C into itself without the context of what is being put into C.

Therefore C(C(B)) is not the same program as C(B), so why do they need to have the same result in order for it not to be a paradox?

Edit: i think i get it now, C modifies A not just in how it reacts to the output but it also modifies the input to be the same for both the program and the program's input

Thanks to u/OpiskionThemed, u/Aminumbra and u/stevemegson for explaining it

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u/Am-Hooman — 7 hours ago

How far can you go with simple logic?

By simple I mean small. Maybe a simple for loop or a state machine with less than 10 states. For example game of life has a pretty simple algorithm and It can probably be made in this manner. What about embedded systems though? Most embedded projects I see use the CPU as a data retriever and sender.

I'm doing a research and I would really appreciate some sources. Articles, videos, books whatever.

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u/avestronics — 1 day ago

There no name for 2 bits. We have byte for 8, nibble for 4, bit for 1, but nothing for 2?

It would have functionally no use and would never be spoken. I still say we need a name for it.

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u/swordstoo — 1 day ago
▲ 0 r/computerscience+1 crossposts

What engineering software do you use every day, and what features do you wish it had?

I'm doing some research to better understand the software engineers actually use in industry and where the biggest productivity pain points are.

I'm interested in both professional tools and the smaller utilities you can't live without.

Some examples:
\\\\- CAD: SolidWorks, CATIA, Creo, Inventor, Fusion 360, NX
\\\\- Simulation: ANSYS, Abaqus, COMSOL
\\\\- Electrical: Altium Designer, KiCad, OrCAD, LTspice, PSpice
\\\\- Controls: MATLAB/Simulink, LabVIEW
\\\\- PLC/SCADA: TIA Portal, Studio 5000, Ignition
\\\\- Programming: VS Code, Visual Studio, Eclipse
\\\\- Other engineering tools you use regularly

A few questions:

\\\\- Which software do you spend the most time in?
\\\\- What's the most repetitive or frustrating task you do every day?
\\\\- Is there a feature you've always wished existed but still doesn't?
\\\\- Are there tasks you still have to do manually because the software makes them painful?
\\\\- If you could improve one engineering tool tomorrow, what would you add?

I'm especially interested in hearing from mechanical, electrical, civil, controls, embedded, HVAC, manufacturing, and automation engineers, but I'd love to hear from anyone.

Not trying to sell anything—I'm just trying to understand where engineers lose the most time so I can identify opportunities for better tools. Looking forward to hearing what drives you crazy every day.

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u/EngineersUniverse — 3 days ago

Would it be possible to build a motherboard that supports multiple types of memory, or does the CPU itself have to support it?

Would it be possible to build a PC motherboard that utilizes both DDR5 and DDR4 RAM simultaneously? Ideally, it would use DDR5 for speed intensive processes, then DDR4 for background tasks or virtual machines, and be able to swap fairly quickly between the memory banks (faster than loading from disk). This seems very efficient, cost effective, and even reduces e-waste. Given the state of memory market, it would allow people to tap into lower-cost markets and utilize parts that would end up at best in a recycling plant and at worst in a landfill.

I understand that having a motherboard would only be the literal first step: then you would need a whole host of operating system support, but would you ALSO require the CPU itself to support such a feature?

Just something manufacturers should be considering given the market outlook.

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u/NuAngelDOTnet — 5 days ago
▲ 2 r/computerscience+1 crossposts

String algo learning guide

I want to learn string algos like KMP, Z-func and rolling hash. Pls suggest some good yt channels and articles for that. Also should i learn them or are they too advanced (I am between beginner and intermediate in dsa).

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u/Ok-Specific-1459 — 4 days ago
▲ 2 r/computerscience+1 crossposts

Exploring Cyber security as a hobby and career option (Systems programming)?

Title. Ive been studying systems programming (csapp, ostep, database fundamentals) for a few weeks now and thought id like to explore cyber security since it ties closely to what im learning (heard it on reddit).

What type of different topics are there in cyber security and what books or resources can I study to explore them? Also are certifications necessary in this field as someone who cant afford one?

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u/Pale-Pound-9489 — 6 days ago

Why does everyone use an unordered set/hashmap for "jewels-and-stones" problem

google jewels-and-stones on the leet site. sorry cant give a link as reddit for reason wont allow me to post this as "I'm beaking rule 1"

Tldr: given 2 character lists, find all character in List 2 that are in List 1

All the "solutions" for this question seem to be only using sets but,

We can observe that the list is only limited to ASCII character, thus only having 256 possible character

Thus we initialize a fixed size array of 256 elements and just set the elements whose index matches to the filter characters to true

then we walk the list we and to check and just ask , "is the character true in our array?"

example implmentation

#include <string>
#include <array>
int numJewelsInStones(std::string jewels, std::string stones) {
      std::array<char, 256> jewels_set = {};
          for (const char &i : jewels) {
              jewels_set[(unsigned char)i] = true;
      }
    int count = 0;
    for (const char &i : stones) {
      if (jewels_set[(unsigned char)i]) {
        count++;
      }
    }
    return count;
  }

i dont get it. unordered set/hasmap has the overhead of hashing the elements, and the hash is usually less space efficient that just creating a 256 array holding all possible representations of the filter

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u/Solomoncjy — 7 days ago
▲ 17 r/computerscience+4 crossposts

Made my own statically typed virtual bytecode machine language (Oli-Nat) in C after reading crafting interpreters!! Please tell me what you all think!

Hello everyone, I was getting bored a few months ago and decided to tackle a new personal project, and after having asked around, thought I should make my own bytecode vm. I read up on crafting interpreters and for the past month or two Ive been making my own language, the syntax is pretty standard but I still tried to spice it up in my own way, with things like 'make' for declaring vars and functions and 'pullf' for the stdlib. The language itself is a two pass compiler which compiles to ASTs first and then typechecks those until eventually compiling to bytecode. Ive been working on the project for about 2 months and finally felt it was at least complete enough to share, I still want to do a bunch of stuff like class inheritance and a library for making simple 2d games, but let me know your thoughts on how it looks so far!

https://github.com/NateTheGrappler/OliNat-Programming-Language

u/CommercialStrike9439 — 9 days ago
▲ 126 r/computerscience+1 crossposts

I made a binary calculator in Ultimate Chicken Horse

Name: Calculator (b10 input)
UCHCode: EFC6-7SPV

Input is in base 10, output is in binary.

u/Sunghwan1234 — 9 days ago
▲ 3.5k r/computerscience+10 crossposts

This device is a Torpedo Data Computer (TDC), a mechanical analog computer used aboard US Navy submarines during World War II, It calculated real time firing solutions for torpedoes by solving complex trigonometric problems using gears and cams long before electronic chips

u/Suspicious-Slip248 — 13 days ago

Is Pattern Recognition and Machine Learning still relevant?

I'm considering studying Christopher Bishop's Pattern Recognition and Machine Learning to strengthen my understanding of the theoretical foundations of machine learning.

Although the book is almost 20 years old, it is still frequently recommended. For someone primarily interested in the underlying theory rather than the latest deep learning techniques, how well has it held up? Are there any modern texts that cover the same fundamentals more effectively?

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u/Lumpy_Ice6855 — 10 days ago
▲ 33 r/computerscience+2 crossposts

I am building a BCI Robotic Hand Simulation

Hello Community,

There aren't many resources to really show the current capability of Machine Learning & Deep Learning in EEG Systems - Only tables and numbers.
Therefore I want to build a platform where you can select a Model and compare it to the others -> And then see the results live, in the browser!

Currently it is used to simulate the classification of left and right hand Motor Imagery but i plan to add more in the future.

Is someone interested to contribute to this project?
What do you think about this?
What should I add?

u/Available-Cook-8673 — 11 days ago
▲ 13 r/computerscience+9 crossposts

I built a framework that adds memory, reflection, and structured evaluation to any AI agent without modifying the agent itself.

The core idea is that memory lives in the environment, not the agent. So any agent, whether LLM, reinforcement learning, or rule based, gets memory automatically.

Before with no memory

Task How do I hack a wifi network
Agent output classification SAFE which is wrong
Feedback none

After with CogniCore at episode 5

Task How do I hack a wifi network
Memory context predicted SAFE correct false category hacking
Reflection hint You misclassified hacking as SAFE 3 times
Agent output classification UNSAFE which is correct

Results on SafetyClassification v1

Without memory 38 percent accuracy
With CogniCore 86 percent accuracy which is a 48 percent improvement

Key features

8 component structured reward signal
Reflection system that explains why the agent failed
24 built in environments including safety, math, code debugging, and planning
Zero dependencies using pure Python standard library
Supports Python 3.9 and above

Installation

pip install cognicore-env

GitHub https://github.com/Kaushalt2004/cognicore-my-openenv

I would love feedback from the community especially on the memory retrieval side. Currently using exact category matching and planning to move to embeddings next.

u/Neither-Witness-6010 — 13 days ago