🧈 “Delivered like a hot knife through butter.” Hear Dr. Jeff Tyler share how he treated a late-70s male patient with a history of heart failure, angina, and low EF using the new Shockwave C2 Aero catheter. In this case, Shockwave Coronary IVL was used to address a heavily calcified LAD lesion and support optimal stent delivery and expansion. US Rx only.​ Safety Info link in Bio. Product availability may vary by country.

#ShockwaveC2Aero# continues to make waves across Northern UK and Ireland! With improved deliverability and a fast procedural flow, Shockwave C2 Aero is designed to reach and treat even the most challenging calcified coronary lesions. These first cases mark more than a launch milestone. They reflect #ShockwaveIVL’s# commitment to innovation and serve as a powerful reminder of what innovation is truly for, making complex care more achievable, consistent, and patient centered. We're proud to stand alongside UK and Irish interventional cardiologists in tackling complex coronary calcium. US Rx only. Safety Info: ​ Product availability may vary by country.

🚀 First case. New possibilities. #ShockwaveC2Aero# now in Poland. Join us on 19-20 June at the 2nd Kashubian-Pomeranian Interventional Cardiology Workshop to explore insights from the first Shockwave C2 Aero case in Poland and discuss how this technology is advancing calcium modification in clinical practice. Ready to rethink calcium treatment? Let’s take on the toughest lesions, together. Register now: US Rx only. Safety Info: ​Product availability may vary by country.

The Spiral of Theodorus is a geometric masterpiece formed by contiguous right triangles. Starting with an isosceles triangle (side = 1), each subsequent hypotenuse becomes the base for the next triangle. Through the Pythagorean theorem, a² + b² = c², it visualizes the square roots of integers from √1 to √17 in a perfect mechanical sequence.

Unlock the power of geometry with these three fundamental theorems: > Pythagoras’ Theorem: The gold standard for right-angled triangles. Solve for any side using a² + b² = c². > Heron’s Formula: Find the area of any triangle using only its side lengths: no height required! Area = √[s(s−a)(s−b)(s−c)], where s = (a + b + c)/2 is the semi-perimeter. > Ceva’s Theorem: A deeper dive into triangle geometry. Three cevians AD, BE, and CF are concurrent if (BD/DC) × (CE/EA) × (AF/FB) = 1.

#ConceptLawn# Countdown: The #PebbleBeachConcours# welcomes the #SALAFFC2# which makes its world debut here at the Concours. The C2 is the vision of renowned designer Carlos Salaff of @SalaffDesign and blends vintage values and modern design. #coachbuild# #analogsupercar#

🚨 Threat Intelligence | The StealC Info-Stealing Chain Behind the Qwen Impersonation Repository SlowMist Security Team identified a #GitHub# repository impersonating local quantized weights for Qwen 3.8 27B. A real Q4_K_M 27B package should exceed 16 GB. The asset delivered was only 487 KB — no GGUF weights, just three files: Application.cmd, a renamed LuaJIT interpreter, and an obfuscated Lua script disguised as cert.txt. The official #Qwen# project was not compromised. The repo kept the look of a normal offline model project, while the malicious ZIP sat in assets/. After deobfuscation, the script collects host data, takes a screenshot, and POSTs them to C2. When the hardcoded server fails, it reads a fallback C2 from a Polygon contract via eth_call, so operators can rotate infrastructure with a single on-chain transaction. Preserved C2 responses then delivered an inner payload we attribute to #StealC#, targeting: 🔹 Browser logins, cookies, and history — including a Chrome App-Bound Encryption bypass 🔹 Email, WinSCP, and Steam credentials 🔹 Wallet-related files and extension data, dispatched by server-side tasks MistEye reconstructed the multi-stage chain and compared 29 similar ZIPs across 23 repositories using the same Lua delivery stack. Between two collection dates, repositories, filenames, the outer PE, and the AES key had already rotated. A 27B model that downloads in 487 KB is not a model. Inspect asset size and unpack downloaded packages before running them. Read the full analysis 👇

I tested Qwen3.8 27B on my DGX Spark in the BF16, Q6, and NVFP4 versions. Here are the results: **Overall** • NVFP4 / vLLM: 🥇 Winner • Q6_K / llama.cpp: 🥈 Fast-start option • BF16 / vLLM: 🥉 Prefill specialist Artifact size • NVFP4 / vLLM: 23.45 GB • Q6_K / llama.cpp: 22.88 GB • BF16 / vLLM: 55.59 GB Model/resident memory • NVFP4 / vLLM: 21.34 GiB • Q6_K / llama.cpp: ~36 GiB • BF16 / vLLM: 51.1 GiB Cold API readiness • NVFP4 / vLLM: 386 s • Q6_K / llama.cpp: 6.23 s • BF16 / vLLM: ~473 s **GSM8K** • NVFP4 / vLLM: 93% • Q6_K / llama.cpp: 95% • BF16 / vLLM: 93% **IFEval** • NVFP4 / vLLM: 83% • Q6_K / llama.cpp: 80% • BF16 / vLLM: — Mean TTFT • NVFP4 / vLLM: 193 ms • Q6_K / llama.cpp: 455 ms • BF16 / vLLM: 485 ms Median latency • NVFP4 / vLLM: 1.80 s • Q6_K / llama.cpp: 2.48 s • BF16 / vLLM: 4.53 s Single-stream decode • NVFP4 / vLLM: 10.86 tok/s • Q6_K / llama.cpp: 8.18 tok/s • BF16 / vLLM: 4.30 tok/s C2 aggregate • NVFP4 / vLLM: 21.29 tok/s • Q6_K / llama.cpp: 15.43 tok/s • BF16 / vLLM: 8.58 tok/s C4 aggregate • NVFP4 / vLLM: 41.17 tok/s • Q6_K / llama.cpp: 11.17 tok/s • BF16 / vLLM: 16.93 tok/s C6 aggregate • NVFP4 / vLLM: 60.00 tok/s • Q6_K / llama.cpp: 32.39 tok/s • BF16 / vLLM: 24.89 tok/s 8K prefill proxy • NVFP4 / vLLM: 1,308 tok/s • Q6_K / llama.cpp: 648 tok/s • BF16 / vLLM: 10,228 tok/s Best use • NVFP4 / vLLM: Default deployment • Q6_K / llama.cpp: Instant startup • BF16 / vLLM: Prefill-heavy workloads Bottom line: NVFP4 offers the best combination of capability, memory efficiency, response latency, and multi-user throughput.