⚡️ Step 3.7 Flash is here: The new frontier is agent efficiency.
#1 ClawEval-1.1 (67.1), #1 SimpleVQA Search (79.2), #2 SWE-PRO (56.3), 95.3 on V* Python. Open weights under Apache 2.0.
Built for agentic, coding, search, and multimodal workflows — balancing speed, cost, and reliable execution.
- 400 TPS. 198B sparse MoE, ~11B active. 256K context, 3 reasoning levels.
- Understands UIs, charts, docs, images — then writes code or calls tools to act on what it sees.
- Web + visual search reaches further: more sources, deeper follow-up.
- Reliable tool use — less drift, fewer broken toolcalls. 98%+ on τ²-bench across all difficulty levels.
- Works with Claude Code, KiloCode, Hermes Agent, OpenClaw, and protocols like MCP.
- Runs locally on Mac Studio M4 Max, DGX Spark, AMD AI Max+ 395.
GitHub: https://t.co/kqlZkVIRHv
HuggingFace: https://t.co/qqceCrgPiw
GGUF: https://t.co/rR6XrnymWG
ModelScope: https://t.co/wney6Tzvqy
API: https://t.co/RvHWzRG7Fu
Blog: https://t.co/BxDiajiQ5G
When I recently renovated a new house, I purchased Ubiquiti's network equipment to upgrade the basic network at home. So far everything is looking good!
The #DEFCON30 Call for Contests and Events is OPEN!
If you’ve got a stellar idea for a contest, this is your moment to turn your idea into a real DEF CON Experience.
Rules here:
https://t.co/KaULXxniar
Let’s see what you’ve got percolating out there, DEF CON fam.
Attackers are backpacking off internet-sharing applications (aka #proxyware) to spread malware and scam users out of their bandwidth and money. Find out about this new threat in our blog post https://t.co/roUW7D4OFY
@RealSexyCyborg It might be because you have a camera in your hand, or they thought you are a law enforcement agency. But from my point of view, maybe this company doesn't pay much attention to information security. They don't seem to care about strangers entering their company.
If I tell you that the real-time computing engine behind our SIEM needs to process almost 300 TB of security data including endpoint report data and quadruple data of network traffic every day, you might think I am crazy!