April 09, 2024 — Posted by Alan Kelly, Software EngineerWe are excited to announce that XNNPack’s Fully Connected and Convolution 2D operators now support dynamic range quantization. XNNPack is TensorFlow Lite’s CPU backend and CPUs deliver the widest reach for ML inference and remain the default target for TensorFlow Lite. Consequently, improving CPU inference performance…
WASHINGTON — The Trump administration’s pick to oversee preparedness and response to public health emergencies and disasters has questioned the use of the hepatitis B vaccine in infants and raised the disproven link between vaccines and autism in past comments reviewed by STAT. Those comments by Sean Kaufman, nominated to be Assistant Secretary for Preparedness…
Matt Harrison Clough/Ikon Images Summary: Many leaders and companies shy away from a high-risk strategy built around big gambles. But they still want to grow. According to BCG Institute research, companies that succeed with lower-risk growth have strategies that feature four elements: the commercialization of existing capabilities, small acquisitions, smart partnerships, and diversified bets. Learn…
Data analysis is a broad term that covers a wide range of techniques for revealing insights and relationships in raw data. Data analysis with Python has become a default workflow in industry, thanks to a mature ecosystem of libraries like pandas, NumPy, Matplotlib, and scikit-learn. Once you’ve analyzed your data, you can use your findings…
When Firefly Aerospace’s Blue Ghost Mission 1 landed on the moon in March 2025, the lander downlinked nearly 120 gigabytes of raw data back to Earth — imagery and video captured by onboard cameras that scientists are still processing today. The company’s next lunar mission, Blue Ghost Mission 2 — targeted for launch in late…
In Part 1, we argued that LLM routing is qualitatively different from HTTP routing. Inference backends hold state that traditional load balancers ignore. This post covers the first of the three layers we identified: the data layer that makes that state queryable on the hot path of every inference request. To route a request to…
Listen to the article 4 min This audio is auto-generated. Please let us know if you have feedback. Healthcare workers at both Mass General Brigham in Boston and Mount Nittany Medical Center in Pennsylvania have announced strikes this week as employment contract negotiations grow increasingly contentious in the industry. About 4,500 workers at Mass General’s…
OpenAI Group PBC today launched a new “agentic” tool called ChatGPT Work as it announced the global rollout of its most advanced model family so far in GPT-5.6. ChatGPT Work is a new mode within ChatGPT that’s designed to perform actions autonomously across user’s connected applications, files, web tools, desktops and recurring workflows. It’s meant…
Product recognition AI automatically helps businesses verify that physical items match transaction records such as receipts or invoices by combining object detection with text recognition. By orchestrating custom SKU-level detection models and GLM-OCR within Roboflow Workflows, companies can completely automate checkout validation and order packing to eliminate human billing errors. Product recognition AI is becoming…
Together AI has received an ISO 27001:2022 certification from A-LIGN Compliance and Security, Inc., an ANAB-accredited certification body, confirming that our Information Security Management System (ISMS) meets the latest international standard for information security management. This milestone builds on our existing compliance program and reinforces our commitment to helping customers run production-grade AI workloads on…