pratyush
14K posts
@pratty_agi
building AGI one AI at a time @abundantlabs prev: @orangewoodlabs, @agentopsai host @agihouseindia
Today, we're announcing a preview of ARC-AGI-3, the Interactive Reasoning Benchmark with the widest gap between easy for humans and hard for AI We’re releasing: * 3 games (environments) * $10K agent contest * AI agents API Starting scores - Frontier AI: 0%, Humans: 100%
We built the best chip design engine in the world!! 🥳🥳 @archgen_ is currently ranked #1 on the @WeAreHRT / Partcl Macro Placement Challenge 2026 leaderboard. Macro placement is one of the hardest problems in physical design. It involves placing large fixed-size blocks such as SRAMs, IPs, and analog macros on a chip floorplan while balancing, wirelength, density, congestion, routability, timing and constraints. After months of research and iteration our submission reached a verified rank-1 with an average proxy cost of 0.9507 across the IBM benchmark suite. @naveen_venk and @JishnuMada86596 burned the midnight oil to build an optimization flow that combined fast local repair, multi-start search, congestion-aware ranking, GPU-accelerated candidate generation and strict legality checks to reach the top spot. (detailed blog in the comments) Grateful to Madhusudan S, Abhishek Lal, and Anant Gulati for their valuable suggestions and inputs to help us overcome issues in EDA algorithms, traditional macro placement algorithms and GPU optimisation. If you are working on physical design and want to understand how AI, self learning agents, loops, and GPU-accelerated optimisation can improve your flows please feel to reach out to us. Thank you @Willschips, Vamshi Balanaga and the Partcl team for organising this competition. #PhysicalDesign #EDA #ChipDesign #VLSI #AIforEDA #Semiconductors #Placement #ArchGen #HardwareDesign
[HF ML Club India] We are pleased to announce the IRL event in Bengaluru. We are partnering with @GoogleDeepMind and this takes place on the 15th of July 2026 (more details below). We will have someone from the GDM team talk about Gemma 4, and an hour long build session with Gemma and @huggingface. Great opportunity for folks to network and build. PS: We will not entertain any "where is the registration link" query. Seek and ye shall find.
In a nationwide first, a drone was successfully used to disarm an armed suspect, helping bring the incident to a safe resolution. Sacramento Sheriff’s Special Enforcement Detail (SWAT) had the residence surrounded. The known felon and Parolee-At-Large was seen earlier with a firearm. After not responding to negotiators, a drone was deployed inside the residence. Drone pilots located the suspect hiding in a corner of a garage. One of his hands was concealed under his body, and the other was holding a knife. He was obviously alive, but not responding. Was he pretending to be dead or simply lying in wait for deputies to approach? Rather than rush into a potentially deadly encounter, one drone pilot came up with an innovative solution. By attaching a powerful magnet to the drone, the pilot was able to safely remove the knife from the suspect’s hand before deputies moved in. It was an incredible display of creativity, skill, and precision by the drone pilot. It’s also worth noting that our drones are labeled as “military equipment” (even though anyone can purchase them at their local Walmart), but are really just another piece of technology helping deputies resolve dangerous situations safely. Their use protects both law enforcement personnel and suspects.
ARC Prize Foundation + General Intuition We’re grateful to announce that @gen_intuition has donated $1,001,337 to support the development of ARC-AGI-4 Thank you @PimDeWitte, @EloiAlonso1, @AdamJelley2, and @micheli_vincent for helping push open AGI benchmarking forward
We’re expanding OpenAI Daybreak to help democratize patching vulnerable software at machine speed: - Codex Security plugin: find, validate, and fix vulnerabilities right inside Codex - The full version of GPT-5.5-Cyber model: a great model for trusted defenders - Cyber Partner Program: powering products built on top of our best cyber capabilities for leading security companies to secure the world's software - Patch the Planet: working with maintainers to secure critical open source projects openai.com/index/daybreak…
Reviving my X account with this We stored a music video in DNA
Why Apple is using $NVDA instead of Google TPUs. h/t @benthompson
[HF ML Club India] We are pleased to announce the IRL event in Bengaluru. We are partnering with @GoogleDeepMind and this takes place on the 15th of July 2026 (more details below). We will have someone from the GDM team talk about Gemma 4, and an hour long build session with Gemma and @huggingface. Great opportunity for folks to network and build. PS: We will not entertain any "where is the registration link" query. Seek and ye shall find.
