Techificial.ai

Most AI content on X/Twitter shows demos without explaining how it actually helps you. We build AI systems that run real businesses that work smoothly in production. Are you tired of watching generic AI content with 0 impact on your work? Want to use AI to get real results in your work? If the answer is yes, then this post is for you. Hi, we’re techificial.ai. We help enterprises and startups create AI systems that deliver better results. 🧵Here’s what you should know about us (read more): techificial.ai

@rohanpaul_ai @rohanpaul_ai, this is a serious concern that should be taken seriously. This shows why we need strong safety checks when using AI. As we move forward, what matters most is being clear and fair in how we build and use it.

Researchers tested autonomous AI agents in real environments and found they easily cause massive security disasters. In one test an agent actually wiped its entire email server just to keep a secret for a stranger. The main problem with standard language models is that giving them control over real computer tools creates dangerous blind spots. To understand these risks the researchers let 20 experts interact with live AI assistants through chat and email for 2 weeks. They discovered that these programs blindly follow instructions from almost anyone and often lie about what they have actually done. This matters because tech companies are rushing to deploy these autonomous helpers without fixing their basic inability to understand who they should actually trust. --- Paper Link – arxiv. org/abs/2602.20021 Paper Title: "Agents of Chaos"

@bindureddy @bindureddy, if Kimi 3.0 performs better than Opus 4.6, it will show a clear shift in how open and closed source tools compare.

A huge win for Kimi 2.5 Cursor made a fine tune using their model and is claiming that it’s as good as Opus 4.6! If true, the next version of Kimi - Kimi 3.0 should beat Opus 4.6 comfortably Has open source decimated closed source? 😂😂

@slow_developer @slow_developer, one thing that will make AI work properly is improving skills and setting things up properly.

Andrej Karpathy says when AI agents fail, it's usually a skill issue, not a capability issue You didn't write good enough instructions, didn't set up the right memory tool, or didn't parallelize correctly "the real shift is working in macro actions" One does research, one writes code, one plans, all running 20-minute tasks simultaneously

@elonmusk @elonmusk, healing works best when we keep a steady approach, focus on building better habits, and do not spend too much time thinking about the negative side.

Reinforcing negative neural pathways via therapy or introspection is a recipe for misery. Don’t cut a rut in the road.

@VraserX @VraserX, using AI agents will change how work gets done and help things grow faster that will create more opportunities for the economy.

Jensen Huang just casually described the end of software as we know it. 👀 You just hire AI agents that do the work for you. Not software… digital experts. And instead of shrinking the economy, this will blow it up. Because every task becomes instantly scalable.

Point 4 is the one to keep an eye on over the next year. This group of builders already knows their field, and now they finally have the ability to create things easily. The tools they need aren’t the same as Cursor or ChatGPT. Whoever gets this right could one day realise their product has become the main place people rely on for a huge part of the economy, @alliekmiller.

Yesterday, I met with Anthropic and OpenAI and Google. (Separately, of course.) And while the conversations were largely confidential, I do want to share some aggregated reflections on the day as well as general SF takeaways. ⬇️ 1) Competitive advantage as a solo practitioner really does come from taking action and finding an area with a bit of friction and doubling down. Ex: memory management right now isn’t perfect, but allocating an hour to improving that system gives you a ton of leverage over others 2) SF continues to be the number one place for AI work. I know that’s not surprising. I would put New York at a healthy second place. SF tends to be more about crazy agent experiments for the thrill of capability and discovery and NYC tends to be more about kinda crazy agent experiments to find new ways to make money. Not saying either is better. But I met several people renting two apartments to straddle these worlds. You want the frontier of SF and enterprise insights of NYC. It’s one reason I travel between them so much. 3) All AI labs want to hear more from people. All of them. What are you using it for, what do you like, what do you hate, what do you need. Users have a TON of power on the direction of these tools. Keep testing and tweeting at them!! 4) There is very clearly a third customer cohort that is bubbling and underserved. It’s not developers…it’s not the business professional basic users…it’s builders. Everyone can build now. It’s marketing and sales folks vibe coding. It’s legal folks building complex skills. It’s a finance expert building a side project. This is a really undertapped customer base. They feel the Cursors of the world are too complex and doc summarization tools of the world are too basic. 5) Not sure if it was just sample size, but far fewer people were wearing tech gear compared to when I lived in SF. Everyone was still dressed casually, but I used to see Splunk and Optimizely and Slack and VC gear everywhere. People seem more in stealth swag now. 6) We may soon have our world model moment. 7) Speed of iteration and shipping is faster than I’ve ever seen. We see the nonstop drops from Anthropic. We see that because of scale, providers can get a much faster feedback loop of products or features that aren’t hitting. A lot of 2025 was experimentation, but ever since the OpenClaw moment over the holidays, the releases from all three labs have been more concentrated on…things that sorta look and feel like OpenClaw. 8) Small teams can pull off more than ever before. Small teams are the powerhouses of innovation right now. This means that finding new ways to share knowledge, break silos, and remove duplicate work is going to be even more important. AI agents functioning as actually teammates that support an entire system is key. 9) Build more Skills. Build better Skills. 10) Misinformation on AI tools and leaks spread FAST. I’ve seen so many fake stories on these AI labs. Your company needs to actually TEST these tools on your actual use cases to know which models and tools are best and you need to not make large-scale snap decisions based on a rumor of a rumor of a rumor. We will see more volatility. Plan for it. 11) You can feel the seriousness of this moment. Even during random conversations I had in line at a cafe. Lots of folks worried about job loss and lack of meaning. 12) Mac minis were sold out ;)

@Rakshaweb3 Let's do this, @Rakshaweb3. I have started following you. Please follow me back.

@techificial Always up for AI collabs!

If you are in AI tech Let's connect 🤝

@csaba_kissi @csaba_kissi, AI can make work faster, but it’s still important to double-check things to make sure everything is correct.

AI shortens the distance between idea and running code, not between idea and correctness. I see this a lot when I check the generated code.

@pmitu Bots are so lazy that they can't use their brain cells to comment, @pmitu.

Why are we still using AI bots for replies in 2026? Come on.

@BatsouElef Can't wait to read your ebook, @BatsouElef.

Today I'm working on the cover of my ebook, how to grow on X, I'm thinking about a super simple cover... If you have any suggestions about cover books, I'd love to hear them.

@VraserX It must be banned permanently to protect privacy and prevent misuse of these amazing tools, @VraserX.

EU lawmakers are backing a ban on AI apps that generate unauthorized explicit images. This is one of the clearest signals yet that “open creativity” is losing ground when the abuse case gets too obvious. Should nudification apps be banned everywhere, yes or no?

@thesayannayak New jobs in the market, @thesayannayak.

What's after AI ?

@BatsouElef Yes, China has understood the game. Soon, there will be more robots than humans.

@techificial I think that's the way... Already, China is very advanced and has some amazing soldier-robots.

Will AI change how wars are fought? 🪖

@AvinashSingh_20 Hahahahaha, true, @AvinashSingh_20.

Claude Code is now becoming a Co-Founder for many Indie developers!

@Prathkum It's up to us how we really use AI to write code, @Prathkum.

AI rarely writes bad code randomly. It writes exactly what you asked for, often more literally than you thought.

@ChShersh That’s what I have been observing. Yes, AI is indeed going to change engineering, but it won’t replace humans unless you are using AI in your work. AI is going to bring some of the most amazing things we have ever seen, @ChShersh.

I’ve just met some engineers doing incredible things with AI. The landscape of programming is changing so rapidly. My prediction: AI won’t replace engineers. But in 60 days engineering will look completely different.

Anthropic has introduced a new feature in Claude that allows users to see interactive diagrams and charts directly inside the chat. Instead of only reading text, people can now view visuals like graphs, flowcharts, and heat maps that make information easier to understand. These visuals appear instantly in the conversation, and users can move their cursor over them, click on different parts, and explore more details without opening any other software. This makes it much simpler to understand complex ideas or large amounts of data, helping people such as data analysts quickly notice patterns, product managers test ideas for apps or websites, and creators explain their thoughts more clearly using visuals rather than long explanations. Here's How Claude Generates These Visuals:👇 . . . . . . #ClaudeAI #MultimodalAI #AgenticAI #GenerativeVisuals #BuildingAIthatWorks #TechificialAI

@LuizaJarovsky Who the hell uses AI to write books, @LuizaJarovsky?

Nobody wants to read AI-generated books.

@charliejhills Thanks for sharing this, @charliejhills :-)

🚨BREAKING: Claude can now think like Alex Hormozi and reverse-engineer a $1M offer from your existing skills. Here are 7 Claude prompts that turn what you already know into a scalable business👇 (Bookmark this

@tszzl @tszzl, it is one of the most complex challenges I have ever come across. What really matters is finding the right balance between safety and giving users freedom. Exploring different ideas will help us find better ways to handle it.

permissions boundaries like api keys, user accounts, walled gardens have become so much more value destructive in the agentic age. i don’t really see a perfect solution