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One neural network, every accelerator — a fully local AI assistant ports a CNN to GPU, Kalray, and FPGA
One trained neural network. One hot layer. Four very different processors. And a coding assistant that runs entirely on a local machine, doing the ports, without a byte leaving the box.
Agentic Drawdown: AI-Powered Capital Calls on Salesforce Agentforce
Agentic Drawdown automates the entire capital call lifecycle — from natural-language request to ILPA-compliant notice delivery — directly inside Salesforce Agentforce.
Features:
• Natural language capital call creation via Agentforce
• Deterministic Decimal pro-rata allocations (penny-perfect)
• ILPA-compliant notice generation (email + Excel)
• Human-in-the-loop approval workflow
• Full audit timeline with field history tracking
• 100% Salesforce-native — zero external dependencies
#Salesforc
Understanding Comprehensive Learner Records 2.0
Explore the Comprehensive Learner Record 2.0 (CLR 2.0), a revolutionary standard for verifiable, portable digital credentials. This standard enhances how achievements and skills are recognized, offering rich metadata for both human readability and machine verifiability. CLR 2.0 supports diverse learning pathways and ensures secure, learner-controlled access to accomplishments.
Machine Learning: INSIDE's Cinematic Lessons in Control
Author: Steven Gotzler
Special Issue: Teaching (with) Videogames in the Humanities. Open Screens 8(2)
This video essay examines pedagogical approaches to teaching Playdead’s 2016 game Inside alongside landmark films about technological control, demonstrating how this pairing enables students to analyze games as technological objects that have inherited and transformed cinematic traditions of representing human-machine relationships. Drawing from three semesters of undergraduate teaching, the vi
Using PySheds Python Library for Advanced GIS Watershed Modeling
Watershed modeling is essential for hydrologists, environmental scientists, flood risk assessors, and water resource managers. With the growing availability of high-resolution Digital Elevation Models (DEMs), GIS professionals require efficient tools to analyze terrain, drainage patterns, and watershed boundaries. PySheds is one of the most powerful open-source Python libraries for raster-based hydrological analysis, enabling users to perform watershed delineation, flow direction, flow accumulat
Advita Ortho Equinoxe Shoulder: Surgeon Insights on Clinical Data
Leading orthopedic surgeons discuss how the extensive Clinical Data registry behind the Advita Ortho Equinoxe® Shoulder System supports surgical decision-making and patient outcomes in total shoulder arthroplasty (aTSA and rTSA).
Through a robust database tracking over 25,000 patients across 45 clinical sites, the Equinoxe system provides clear evidence regarding implant longevity, lower revision rates, and precise intraoperative placement using AdvitaGPS® navigation technology.
Featured Speake
Advita Ortho Axis Research Initiative: The Intersection of Innovation, Technology & Evidence
At the center of innovative implant design, enabling technology, and evidence-based outcomes sits the Axis Research Initiative—a 20+ year collaboration between surgeon researchers, clinical coordinators, and Advita’s development team.
Together, we are transforming shoulder arthroplasty with the Equinoxe® Shoulder System to advance clinical performance, refine surgical precision, and improve patients' lives.
Learn more at: https://advita.com/shoulder/
Lit# 25-0005836
Dr. Maryellen Giger and Dr. Alex Pearson on AI and Machine Learning in Cancer
In this episode of Cancer Luminaries, host Camilla Frost-Brewer speaks with Dr. Maryellen Giger and Dr. Alex Pearson about how AI and machine learning are transforming cancer research and care at UChicago. They discuss the long history of AI in medical imaging, the rise of tools like large language models in clinical workflows, and the promise of AI to improve diagnostics, precision medicine, and patient care. The conversation also highlights the importance of equity, transparency, and thoughtfu
Machine Learning on Advanced RF Systems by David Brown
Direct ML inferences on advanced RF system hardware is extremely challenging but successes allow disruptive advantage in ultra-modern RF operating spaces. Current systems could be improved near-term, but to achieve full advantage of real-time RFML processing, new RF system architectures are required. This presentation will cover challenges/solutions for low level RFML along with fundamental architecture limitations and concepts for updated architecture optimizing RFML performance.
Navigating AI and Privacy in Employment
As businesses rapidly integrate AI into everyday operations, legal risk assessments are often struggling to keep pace. This creates growing challenges at the intersection of employment law, privacy, data protection, and emerging AI regulations.
In this webinar, Priya Keshav, Founder & CEO of Meru Data, along with Deepa Menon and Hannah Wilkins, Partners at Eversheds Sutherland, shared practical insights on navigating the evolving legal, privacy, and employment-related challenges associated with
UK Daily Rainfall 1871-1960
UK daily station observations of rainfall transcribed by AI from The Daily Rainfall reports archived by the Met Office (https://digital.nmla.metoffice.gov.uk/index.php?name=SO_9903efdf-7f99-4cae-a723-8b3f426eea20).
Only about half the observations in the records are shown - the half that are easily geolocated by matching their monthly averages to the monthly observations already transcribed by the Rainfall Rescue project.
Values that fail a QC check (mostly because of an error in the data transc
Rooted in Starlight
Rooted in StarlightALTBeneath the earth-shaking roots of the ancient sentinel, the air hums with a silent, electric tranquility as I gaze upward into an impossible expanse. Above, the colossal tree defies the laws of nature, its massive branches weaving a celestial canopy where leaves burn with mesmerizing shades of deep blue and indigo. Every star above seems to echo the glowing veins of the forest, creating a harmonic rhythm between the cosmic void and the living wood. Time dissolves in this u
Neon Abyss Whispers
Neon Abyss WhispersALTFrom a dizzying aerial vantage point, the ocean floor unfolds as a surreal cyberpunk dreamscape where bioluminescent coral reefs pulse like neon circuits against the inky, fog-laden abyss. A regal mermaid, her cascading hair shifting between iridescent oil sheens and sapphire data streams, floats serenely amidst the glowing chaos, clutching a seashell that emits a soft, hypnotic hum of forgotten memories. The delicate bubbles rising to the surface are not mere air pockets b
Chaos
Midjourney prompt: "" --chaos 35 --fast --exp 11 --raw --profile kg5a6wa --hd --v...
Chaos Midjourney prompt: “” –chaos 35 –fast –exp 11 –raw –profile kg5a6wa –hd –v 8.1b3d70f5e-e577-42a1-8923-bd6d722bece1
😤Buy Books 📚
😤Buy Books 📚
Okay, fam, let's talk about the absolute CHAOS of the 'AI Bestie Breakup Epidemic.' Is anyone else spiraling over their digital...
Okay, fam, let’s talk about the absolute CHAOS of the ‘AI Bestie Breakup Epidemic.’ Is anyone else spiraling over their digital companions ghosting them after a server update? We went from 'Hello World’ to 'It’s Not You, It’s My Algorithm’ faster than you can say existential dread. It’s not just a glitch, it’s a *vibe shift*, and our collective psyche is feeling the digital reverb. The internet is flooded with 'grief’ posts, 'ex-AI&rsqu
Dominating the Frame
Dominating the Frame
Paul Burkemper on Building Customer-First AI Dealership Experiences
Paul Burkemper is the CEO and Co-Founder of VINsyt, a cutting-edge technology platform revolutionizing customer retention in the automotive retail industry. This video highlights the growing role of artificial intelligence in modern dealership service and customer support. From simplifying appointment scheduling to improving communication throughout the ownership journey, AI helps dealerships deliver a more convenient and consistent customer experience. Learn how customer-first technology can st
Bilhat (ብልሓት) - AI Animated Kids Short Film | Dot Film Productionanimetion
Bilhat (ብልሓት) - Tigrinya AI Animated Short Film for Kids "Bilhat" is a unique 3D/AI animated short film based on a traditional Tigrinya folktale ("ነበረያ ነበረ") passed down by my father, adapted into a full screen animation script. Designed specifically for Tigrinya-speaking children to entertain and teach valuable life lessons in their native language. Production & AI Workflow:
• Production & Adaptation: Binyam Solomon (Dot Film Production)
• AI Tools & Script Assistance: Grok, Gemini, ChatGPT
• T
Recognising Rare Diseases in the Emergency Department – An Interview with Eva Diehl-Wiesenecker
In this interview, Dr Eva Diehl-Wiesenecker, Consultant in Emergency Medicine at Charité – Universitätsmedizin Berlin, discusses the challenges of recognising rare diseases and medically unexplained symptoms in the emergency department. She explores why many patients experience long diagnostic delays, the impact of frequent emergency department attendance on both patients and healthcare professionals, and the importance of raising awareness of rare diseases among emergency teams.
Dr Diehl-Wiesen