Santosh🧫

Creator
Physics ⚛ → Code 🧬
Astrophysics • Simulations • Chaos
Building stuff & breaking reality
The Editor Beyond the Veil

[Santosh🧫 @Physicsvers]

What if reality only exists because someone observes it.

[Santosh🧫 @Physicsvers]

The first change is that agents are moving from demos to production. A year ago, most “AI agent” announcements were slide decks and carefully staged videos. Now enterprises are asking how these systems fit into permissions, audits, and day-to-day operations.

[Santosh🧫 @Physicsvers]

Small models running on a laptop are getting good enough for real work, and they keep your data on your machine.
Privacy might end up being the feature that wins. Would you run a local model for sensitive work?

[Santosh🧫 @Physicsvers]

@kunal_twts nice

[Santosh🧫 @Physicsvers]

@0xPrajwal_ vibe coded it. amazing

[Santosh🧫 @Physicsvers]

@nikks_techie prompting will be the essential part then RAG is the right hand. if specialization needed than add fine tuning.

[Santosh🧫 @Physicsvers]

@bkarishma360 when did i do that.

[Santosh🧫 @Physicsvers]

AI makes it cheap to produce a first draft of almost anything.
That makes taste, editing, and knowing what to cut more valuable than ever.

[Santosh🧫 @Physicsvers]

@rutu609 B

[Santosh🧫 @Physicsvers]

@vineerpasam it knows but, it does not know about cybersecurity and other pointers.

[Santosh🧫 @Physicsvers]

@bkarishma360 yeah, the architecture is so complex that it can have a leakage in the algo itself.

[Santosh🧫 @Physicsvers]

Treat everything an agent reads as untrusted input: web pages, PDFs, emails, even tool outputs.
If your agent can read it and act on it, an attacker can write to it.

[Santosh🧫 @Physicsvers]

@AnupamHaldkar yes, states have all the info which could be problematic

[Santosh🧫 @Physicsvers]

First guy who Lost His job because of AI.
meet mechano

[Santosh🧫 @Physicsvers]

@ankkala open models are doing really great

[Santosh🧫 @Physicsvers]

@itsvishaltwt Carbon name says it all

[Santosh🧫 @Physicsvers]

@msiyasmsi AI can help

[Santosh🧫 @Physicsvers]

@bkarishma360 yeah this is big

[Santosh🧫 @Physicsvers]

@themishra4402 industry is collapsing into something new

[Santosh🧫 @Physicsvers]

@vineerpasam Now it's only day

[Santosh🧫 @Physicsvers]

@msiyasmsi destinies define the distances too...

[Santosh🧫 @Physicsvers]

@msiyasmsi no fear is not good