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Transformers just got a serious rival. Allen AI just open-sourced a 7B model that beats its own transformer. OLMo Hybrid mixes standard attention with linear RNN layers into one architecture. > Same accuracy, half the training data > Long-context jumps from 70.9% to 85.0% > Beats the pure transformer on every eval domain > Fully open: base, fine-tuned, and aligned versions The trick is a 3:1 pattern. Three recurrent layers handle most of the sequence processing cheaply. One attention layer then catches what the recurrent state missed. This cuts 75% of the expensive attention operations while keeping precision where it matters. Building long-context apps used to mean paying the full cost of attention across every layer. Now you can get better long-context performance with a leaner architecture, and the theory proving why it scales better is released alongside the weights. huggingface.co/collections/al…
Positive step toward cleaner financial content.
Over the past few months, I’ve been freelancing on a financial planning product called Rubic. Specifically built for the Indian context. 👇
Started digging into the BDH (Dragon Hatchling) architecture, a post-Transformer model that claims native continual learning via dynamic connectivity. Want to reproduce it at a small scale and evaluate it for day-to-day tasks. Will share learnings as I go.
@ResponsivelyApp such a great app, made my work a lot easier. Been using it for a few weeks, the app really helps. 🙌
We’re gearing up to launch a financial product built specifically for the Indian market. It’s been developed by a dedicated team I've been freelancing, and we’ve already soft-launched with 50 customers, iterating based on real user feedback. The public launch is coming up soon, I’ll share the link shortly. Excited for this next phase. 🤞
Yep yep, it’s late, I know 😅 But here’s my 2025 wrap. I used to think posting on social media was overrated. It turns out that staying invisible is worse. My 2025, in short: – > Started working at an early-stage fintech startup (freelancing via Upwork) – >Earned ~$8,000 (paid ~$960 to Upwork as service charge) –> Moved from just learning math for deep learning and building models around research papers to real engineering: backend, infra, CI, testing (all in Python) –> Graduated in CSE (AI & ML) in Sept 2025 – >Attended PyCon 2025, Bengaluru – >Solo trips across Tamil Nadu + a group trip to Hampi. Big lesson: Skills matter. But sharing your work compounds them. 2026: Build in public. Ship libraries & products. ( Have a couple of ideas) Hopefully, I start being consistent. Participate in public hackathons (I'm not sure why I completely ignore them). Go deeper into multi-agent systems & reinforcement learning. Let’s see where this goes 🚀
As someone building in personal finance, news like this really fires us up. The space is heating up and we’re just getting started.
I’m excited to announce that Roi has been acquired by OpenAI! We started Roi 3 years ago to make investing accessible to everyone by building the most personalized financial experience. Along the way we realized personalization isn’t just the future of finance. It’s the future
@GithubProjects github.com/PavanMutyla Let's connect, I am an ML engineer working on a Fintech product with a small team.
While attending #PyConIndia2025 in Bengaluru, I met a friend who casually showed me JAXA astronaut water pack. Not only did I get to see it up close, I actually got to taste the water astronauts drink in space! Python, space tech, and unexpected adventures week.
Still reflecting on #PyConIndia2025 🔥 Loved: Democratization of software dev with GenAI (Subhajit Mukherjee) Memory is the Agent (Archit Singh) Also discovered @coderabbitai & already started using it, such a great tool.
Built, tested, and deployed API's for our in-house financial engines today. Always love turning ideas into production-ready solutions! 🚀 #API #FinTech #DeveloperLif
@Sagar_Web3 Hey man, let's connect. I’m an AI Engineer at a pre-revenue FinTech startup (team of 5).
GPT-Realtime delivers huge gains across benchmarks: +17% in reasoning (BigBench), +10% in instruction following (MultiChallenge), and +17% in function calling (ComplexFuncBench)
Realtime API goes GA with BIG upgrades: -> Image inputs → Combine visual + voice understanding -> SIP (Session Initiation Protocol) support → Voice agents can make & receive real phone calls. -> Remote MCP servers.
Big news from OpenAI: GPT-Realtime is here! A next-gen speech-to-speech model + major Realtime API upgrades → making voice AI faster, more natural, and smarter than ever. Here’s what you need to know 👇 🔗 openai.com/index/introduc…
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Responsively App @ResponsivelyApp
3K Followers 36 Following A dev-tool that helps with faster responsive web apps development. A must-have tool for all web developers. Free and Open Source!
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17K Followers 796 Following Full-Stack AI Engineer | Shipping Products | Writing about tech, AI and things that industry refuses to admit | Book a call → https://t.co/shw55s3eVx
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