Introducing FlashCompact - the first specialized model for context... compaction 33k tokens/sec 200k → 50k in ~1.5s Fast, high quality compactionshow more

You know how slow compaction can be? My time... between sessions is rarely more than 20-30 seconds. How? I built auto-handoff, now open source as a Claude Mod that automatically indefinitely continues past the context limit using handoffs intead of compaction. Fast and fully tunable automatic handoffs + a UI for walking your handoff history. Enjoy!show more

LLMs have a limited context window. When conversations grow... too long this affects output quality, performance and cost. New blog post from Earendil engineer Vegard Stikbakke on how compaction addresses this and how we’ve implemented it in Pi. Read the full post belowshow more

Introducing Seedream 3.0, available now in the Freepik AI... Suite Crazy prompt adherence, blends styles with precision, and gives fast, high-quality results Images made with this new model 🧵👇show more

This 30-ton autonomous planter can sow 400 hectares in... 24 hours. It also significantly degrades 400 hectares of soil in 24 hours. A planter of this size aggressively compacts the soil surface and pulverizes the critical soil aggregates. Just look at the plume of topsoil left in the planter's wake. Arguably worse than surface compaction is the subsurface compaction caused by the force of a 30-ton machine traveling over the field. An initial compaction layer develops as deep as 2 feet and continues upward as new hardpan layers form on top of each other with each subsequent pass of the planter. Eventually, the subsurface compaction meets the surface compaction, and what remains is soil with no water-holding capacity, devoid of life, without the ability to cycle nutrients and generally inhospitable to crops. Despite its speed and efficiency, this planter ultimately takes the life out of farming, from the soil on up to the human operator.show more

the flashlight method of comparing two projections of the... same embeddings 🔦 2M points in webgl, color by spread/compaction, umaps aligned by procrustes.show more

🔥Apple MLX first 6bit model is on Hugging Face!🔥... Qwen2.5-Coder-32B-Instruct-6bit! 3bit conversion and test in progress! Video 8x below on M4 Max 40GPU: - Prompt: 38 tokens, 61.731 tokens-per-sec - Generation: 1181 tokens, 16.939 tokens-per-sec - Peak memory: 25.122 GBshow more

You are not prepared for this, 250+ tokens/sec, 1B... model < 2GB memoryshow more

Grok Code Fast 1 just shattered records on OpenRouter,... crossing 237B tokens in a single day. The first model ever to move past the 200B/day milestone.show more

FAST BREAK SLAM FOR THE FIRST LEAD OF THE... GAME 📺 - SEC Networkshow more

Jet Patcher is being used in Serilingampally Zone, Cyberabad... Municipal Corportaion for fast, efficient and durable pothole repairs. Further, compaction using a JCB mini-roller is being carried out to ensure proper quality and longevity of the repairs. Zonal Commissioner, Serilingampaly and the Deputy Commissioner, SLP along with engineering officials, inspected the pothole repair works at Masjid Banda. #Serilingampally #PotholeRepairs #RoadSafety #UrbanInfrastructure Jayesh Ranjan Cyberabad Municipal Corporation Commissioner, Cyberabad Municipal Corporation Srijana Gummallashow more

Blackbox in Excel is now available with end-to-end encryption.... • Drag & drop multiple sheets • No overwriting existing cells • Longer sessions with auto compactionshow more

Introducing Microsoft-Decision-1, our new model for fast decision-making. It... delivers top performance on structured decision tasks, outperforming both LLMs and other decision models in latency and quality. We’re already testing it across Microsoft for everything from incident response and quality control to scientific discovery.show more

introducing Seedance 2.0. the world's most powerful video model,... supporting text, image, video, and even audio as input, and capable of producing long multi-shot videos with high quality. now available for everyone.show more

Vibratory compaction effectively eliminates air gaps within the material.... ​Particle Rearrangement: Waves generated by the roller rearrange particles to achieve maximum density. ​Stable Foundation: This process creates a solid and stable base for construction.show more

Introducing Agent Tokens: • Instant global trading • Hundreds... of agents integrated • $50k in $MPLX rewards Agentic Capital Markets are now live on Solana.show more

Introducing Kraken Wallet Swaps! A fast, convenient way to... swap tokens without the hassle or fees. Get the app 📲show more