We're also releasing a temporary research preview called "Imagine with Claude".
In this experiment, Claude generates software on the fly. No functionality is predetermined; no code is prewritten.
Available to Max users for 5 days. Try it out: claude.ai/imagine
Introducing Claude Sonnet 4.5—the best coding model in the world.
It's the strongest model for building complex agents. It's the best model at using computers. And it shows substantial gains on tests of reasoning and math.
NVIDIA research just made LLMs 53x faster. 🤯
Imagine slashing your AI inference budget by 98%.
This breakthrough doesn't require training a new model from scratch; it upgrades your existing ones for hyper-speed while matching or beating SOTA accuracy.
Here's how it works:…
This is that original MIT report that said 95% of AI pilots fail and which spooked investors across US Stockmarket.
The reports says, most companies are stuck, because 95% of GenAI pilots produce zero ROI, while a small 5% win by using systems that learn, plug into real…
We deployed 44 AI agents and offered the internet $170K to attack them.
1.8M attempts, 62K breaches, including data leakage and financial loss.
🚨 Concerningly, the same exploits transfer to live production agents… (example: exfiltrating emails through calendar event) 🧵
I suspect generalized reasoning was solved just a few weeks ago and it flew completely under the radar.
HRM, a new arch, reportedly has SOTA results on ARC-AGI 1 & 2 benchmarks with only 27 million parameters and ~1k training examples.
Asked o3 to explain different benchmarks and what to keep an eye on as a "DEV"👇
1️⃣ Codeforces Elo
• Real CF judge → strict time/mem, hidden tests.
• Outputs a human‑calibrated Elo (“this model is 2000‑rated = top‑6 % coder”).
❌ Misses repo context & iterative tool‑use.…
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