Ka$ellos

Software engineer 🇸🇪 | MSc Data Science student | Speaks 4 languages | Vibe coding & building in public

[Ka$ellos @AssemblerX64]

@hemofelo @spenley 30 years of experience just to confidently declare a tool that’s already outperforming doctors at spotting cancer is useless.

Ego’s doing a lot of heavy lifting there.

More like 30 years of retardation...

[Anthropic @AnthropicAI]

Over the past few months, Anthropic scientists have engaged in deep research partnerships with six organizations developing new medicines. We've also begun drug discovery efforts of our own.

In doing so, we’ve learned much more about how Claude can support the many stages of drug development.

In this blog post, we share some early results from these efforts, and describe how this work fits in with our wider ambitions in the life sciences.

https://t.co/EVbxkdDTgJ

[Chubby♨️ @kimmonismus]

Axiom says its AI agents formalized a 15,000-page mathematical proof in just 24 days, largest proofs in mathematics.

Built by over 100 mathematicians across decades, the proof classifies the fundamental building blocks of finite symmetry.

With human guidance, the agents translated it into Lean, making every logical step computer-checkable and repairing errors along the way.

AI tackling an entire interconnected body of mathematics, with results others can verify. A major milestone.

We are witnessing history unfold. Again. Every day now.

[Andrew Curran @AndrewCurran_]

OpenAI has announced to three new discoveries in mathematics, computer science, and physics:
- Local smoothing and the Kakeya conjecture
- The Exponential Time Hypothesis is false
- Existence of quantum chromodynamics and completions of the Standard Model

[fox ⏹️ @soft_fox_lad]

"Exponential Time Hypothesis is false" yeah man it's over for humans

[OpenAI @OpenAI]

GPT-6.1 Terra: delivering fast and capable computer use at a lower price.

GPT-6.1 Terra understands what’s on screen, takes action across apps, writes naturally, and is a more capable model for your whole workday with the efficiency to take on more of it.

[Ka$ellos @AssemblerX64]

@jaynitx Fair that AI shouldn’t be trusted blindly. But a seeing-eye dog has millions of years of evolution plus training. Rigged comparison. ‘AI will never do X’ has aged badly: chess, Go, language, protein folding. ‘Four AIs, four answers’ is also true of four doctors.

[Ka$ellos @AssemblerX64]

@Denche2005 Long story short: I got replaced. Whether it was AI or not doesn't really matter. These models are already very good and only getting better. Coding is basically solved. Architecture and system design are next, and i think we'll get there.

[Ka$ellos @AssemblerX64]

@solopribuilds Because the high majority of them have only used it as a glorified search engine, so all they can picture is students copying answers. Very few have seen agentic systems built for teaching, where AI guides students through the thinking instead of doing it for them.

[Alan Wells @alanwells]

Just spent the last 7 days on the front lines of the vulnpocalypse fending off an active cyber attack on one of our products.

Some thoughts:

- Software factories are going to be required equipment for everyone. There’s just no way to keep up with the pace of highly automated adversaries without one.

- We were lucky because we had spent the last few months getting our software factory running well. It is nice to have for product development but proved to be absolutely essential this week.

- At the minimum you need to have a coding server in the cloud pre-provisioned with read only access to all your logs and all the services you depend on for observability. With that in place you are a prompt away from reasonably good situational awareness, ongoing monitoring with loops, and ability for coding agents to validate fixes against your actual, observed attack patterns.

- Shared coding server also unlocks multiplayer incident response where everyone can see every session and jump in as needed. Sharing session links that can be forked is much higher bandwidth than re-explaining things.

- You don’t need to be Ramp/Stripe/Uber scale to have a working software factory in the cloud. We are a team of 3. Ours is built with an @opencode server (thanks @thdxr!), a forked version of compound engineering optimized for automated workflows (thanks @kieranklaassen!) and a multiplayer agent in slack that handles crons (we have our own harness but pick your favorite here).

- To get our software factory up and running well, we had to stop all new product development for ~6 weeks and just focus on getting the validation systems working that enabled us to reliably shipping PR without human code review. This felt very painful in the moment but was totally worth the eventual speedup in velocity.

- KYC for @AnthropicAI & @OpenAI cyber programs is now easy and quick (at least for defensive access), but a day felt like a lifetime this week. Submit your app now before you really need it.

- Getting Mythos access unlocked a deeper level of analysis that helped us shift from reactive mitigation to proactive patching. Wish we had done this a few weeks earlier. Get started now!

[Ka$ellos @AssemblerX64]

@ChaoticEwil @coinbureau yeah,, go back to 2011 🤦‍♂️

[Ka$ellos @AssemblerX64]

@sammycore333 yeap classic she/her in the bio, retardation at its finest. how u supposed to listen to someone who cant tell man from woman, pure flat earther logic, everything else collapses from there🤫

[Ka$ellos @AssemblerX64]

@csweterner @aiwithadb That could be a business idea: vibe-code an AI wrapper and launch it with the slogan 'Burn through 3-5 Claude Max accounts, get one free.' The more tokens you burn, the higher you climb the ladder 😅

[Ka$ellos @AssemblerX64]

Ego. Some developers refuse to use AI because it threatens their pride. The thought "How can a machine code better than me, and maybe take my job?" stings, and avoiding the tool is easier than facing that feeling. It's a broader human pattern too: people often resent those who seem smarter or more capable than they are.

[Ka$ellos @AssemblerX64]

@0xrinx Not only everything is avaliable on the Internet, but u have j.a.r.v.o.s on your side as well

[Ka$ellos @AssemblerX64]

@daryllsxints @mindinpanic Most importantly, "make sure apple accept it from from first review, make no mistakes"

[Ka$ellos @AssemblerX64]

@ColoradoBull24 @cheaf25master If you think logically, he's right. Most people are reactive, not proactive. They only act when something happens, and they don't think long-term

[Ka$ellos @AssemblerX64]

I mean he is kinda right, why bother taking student loan for an obsolete degree that has no value in the feature?, AI advances exponentially and thse universities are 10 years behind those technological advancements, 20$ Claude plan is enough to cover all the materials they teach there...

[Ka$ellos @AssemblerX64]

@Its_lakshya_ai @cheaf25master It's not wild, taking student loan for an obsolete degree that has no value in the feature is wild, AI advances exponentially and thse universities are 10 years behind these technological advancements, 20$ Claude plan is enough to cover all the materials they teach there...