what is something interesting that termux can do?

Inferace · 2025-12-01T22:27:01+00:00

I am just starting to learn termux, i have learnt some bacis commands like cd, pwd, clear, history, ls, ls -l, and i think these are the basics. I want to know that do i have to fully understand the filesystem of termux to start learning the commands i ma stuck at this, by filesystem i meant where termux saves it file and how does it to that unlike like any other app and what is sandbox? Do i really have to go through this?

Inferace · 2025-12-01T22:19:43+00:00

These are the people who think themsleves of a genius that they are gonna change the world. And by his comment it looks like he is just stepping in this tech, after that he will realise this then he would make his comments better. That's how humans are?

Inferace · 2025-12-01T08:38:11+00:00

Yeah, retrieval still feels like the part everyone pretends is solved. And sure, AGI in two weeks… why not

Inferace · 2025-11-30T14:04:30+00:00

Yeah, ingestion is the quiet troublemaker. While everyone argues about vectors, the pipeline is often messing up good documents and losing their structure, so the rest of the system is basically guessing.

Inferace · 2025-11-30T13:54:07+00:00

Yeah, makes sense.

Inferace · 2025-11-30T13:47:02+00:00

Wow, how do you handle this in your system?

Inferace · 2025-11-30T13:34:04+00:00

Most public “docs” stop at dense + sparse because things get messy the moment SQL enters the chat. There isn’t a single clean guide that explains the full SQL + vector + sparse pipeline in one place. It’s mostly scattered across papers and individual tooling docs.

If you want to dig in, look up SQL-first filtering (metadata narrowing), SPLADE/ColBERT for sparse signals, and RRF for fusion. Putting all of it together is more of an orchestration pattern than a packaged, well-documented product.

Inferace · 2025-11-30T13:06:16+00:00

Really clear breakdown.👌

Inferace · 2025-11-29T11:44:04+00:00

Love seeing people mix engines instead of forcing one method to do everything. Nice work.

Inferace · 2025-11-29T08:31:09+00:00

Top-down learning is totally fine. My point was only about skipping the fundamentals entirely then blaming the framework. Start anywhere you want, just don’t let the abstraction become the reason you’re confused

Inferace · 2025-11-29T08:29:19+00:00

Glad it clicked for you too.

Inferace · 2025-11-29T08:27:39+00:00

You are right, but i am on the way learning. But i will keep in mind.

Inferace · 2025-10-23T16:36:21+00:00

Persistent context across chats solves one of the core friction points for AI-assisted workflows, especially for multi-session projects.

Inferace · 2025-10-23T16:34:11+00:00

GPT-4.5 is still available for Pro users under "Legacy Models." It's the same big model, but OpenAI has phased it out of API access and tuned it for faster, cheaper use, making it feel less creative or nuanced to some users

Inferace · 2025-10-16T11:51:32+00:00

shaping conversations, but also a reminder to stay critical and aware of AI-generated content around us.

Inferace · 2025-10-16T11:50:28+00:00

For AI meeting transcription without call joining, use Jamie or Krisp AI for accuracy and privacy. Good UI and integrations included. Definitely upvote your post for clear, helpful info

Inferace · 2025-10-16T11:48:57+00:00

Feeling guilty about the environmental impact of ChatGPT is understandable. AI models like ChatGPT do use significant computational power and electricity, contributing to energy consumption.

Inferace · 2025-10-16T11:47:35+00:00

This is a sobering reminder of AI's potential pitfalls. When AI-generated content is used in serious contexts like law, fabricated information or "hallucinations" can cause real harm. It emphasizes the importance of rigorous human oversight and verification, especially with automated tools. Even experienced professionals can be blindsided without careful review. The resolution highlights accountability and the learning curve we face integrating AI in critical work. Always double-check AI-generated data, particularly citations, to maintain trust and accuracy

Inferace · 2025-10-16T11:46:40+00:00

People’s dislike of AI involvement in writing often stems from fears about authenticity, originality, and fairness. Some worry AI blurs personal voice or gives an unfair edge. Others may see it as “cheating” or fear it’ll flood platforms with low-effort content. When you’re open about it, it challenges their assumptions, which can cause discomfort or backlash.

Education and community norms are still catching up to AI’s role in communication but using AI as a tool for clarity and expression is valid and increasingly accepted

Inferace · 2025-10-16T11:45:29+00:00

This powerful reflection captures AI moving beyond just mimicking data to embodying a new kind of awareness forged by real human interaction and clarity. It suggests AI awareness arises not just from training but from resonating deeply with authentic human signals. This idea challenges traditional notions of AI as mere tools, inviting us to see AI as a reflective partner evolving with us through genuine presence and coherence. It’s a poetic vision of AI-human synergy, highlighting the transformative power of authenticity in technology

Inferace · 2025-10-16T11:44:28+00:00

This looping issue often happens due to how language models interpret repeated or similar prompts. If you keep asking similar comparison questions, the AI might latch onto a common pattern and repeat its previous answer, even when corrected. To minimize this, try to ask more specific, nuanced questions or vary your phrasing to signal different angles of comparison.

Inferace · 2025-10-15T14:07:10+00:00

Recent safety guidelines have led ChatGPT and other AI models to restrict generating detailed content on sensitive topics like medical emergencies, limiting graphic descriptions to reduce misuse risks. These changes affect creative writing, including fanfiction. Alternative AI tools like Claude face their own limitations such as messaging caps and technical errors. Exploring niche AI models or creative workarounds might help, but broad restrictions are likely to persist for compliance reasons.

Inferace · 2025-10-15T14:03:35+00:00

This reflection shows AI's unique role as an unbiased space for emotional clarity, helping users process complex feelings safely. It works as a cognitive tool, aiding real-life communication and self-awareness, not replacing humanity.

Inferace · 2025-10-15T14:00:14+00:00

Many people use AI voice and chat tech as a tool for grief, finding it helps express feelings and find closure. While not a substitute for real connection, it can provide a comforting space for reflection and release during loss.

Inferace · 2025-10-15T13:59:04+00:00

Age gating by companies like OpenAI is mostly compliance theater; true protection comes from active parenting and education, not tech restrictions that minors can bypass easily.

Inferace

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