edge AI
AI & Automation
Qualcomm Make in Africa 2026: Edge AI Hardware Backs Deep-Tech Startups
⚡ Key Takeaways Qualcomm’s 2026 Make in Africa cohort selected 10 deep-tech startups from 1,200+ applicants across 45 countries with...
Startups
Physical Intelligence: The Hardware-AI Startup Wave Hitting $230M Rounds in May 2026
⚡ Key Takeaways A new class of hardware-AI startups attracted record rounds in May 2026: Armada raised $230M at a...
Startups
Algeria’s Second-Wave Startups: Temtem, Gifty, and Qareeb Build Beyond Yassir’s Shadow
⚡ Key Takeaways Bottom Line: Read Full Analysis ↓ 🧭 Decision Radar Relevance for Algeria High ▾ directly tracks the...
Infrastructure & Cloud
Edge AI and NPUs in 2026: How On-Device Inference Is Reshaping Enterprise Architecture
⚡ Key Takeaways NPUs are now standard silicon in mainstream devices — from Qualcomm Dragonwing and NVIDIA Jetson AGX Orin...
AI & Automation
Small Language Models: Open-Source SLMs Cut Enterprise AI Costs by 75% in 2026
⚡ Key Takeaways Open-source small language models under 14 billion parameters are delivering 75% cost reductions compared to frontier LLM...
Infrastructure & Cloud
Anthropic’s $1.8B Akamai Deal: The Edge Inference Era Has Officially Begun
⚡ Key Takeaways Anthropic signed a 7-year, $1.8B compute contract with Akamai — the CDN giant’s largest-ever deal — for...
AI & Automation
Edge Agents Go Mainstream: Cloudflare and OpenAI Collapse Latency and Ops for AI Workflows
⚡ Key Takeaways On April 13, 2026, Cloudflare and OpenAI placed GPT-5.4 and the Codex harness inside Cloudflare Agent Cloud,...
AI & Automation
Gemma 4: How Google’s 31B Open Model Beats 400B Rivals on the Edge
⚡ Key Takeaways Google’s Gemma 4, released April 2, 2026, ranks #3 on Arena AI with just 31B dense parameters,...
Infrastructure & Cloud
Azure Local on Armada Galleon: Sovereign AI Arrives at the Disconnected Edge
⚡ Key Takeaways Microsoft and Armada launched a partnership on March 31, 2026 that deploys Azure Local on Armada’s ruggedized...
AI & Automation
Multimodal AI Integration Accelerates Edge Computing Deployment
The edge AI market hits 0B in 2026 as multimodal models move to devices, with manufacturing leading at 23% CAGR and micro LLMs enabling on-device intelligence.
AI & Automation
Local AI vs Cloud AI: Where Will Intelligence Actually Run?
On-device models, cloud APIs, or hybrid? A practical guide to where AI inference should run in 2026 -- costs, privacy, latency, and the real trade-offs.
