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YOLO object detection: 2026
2026 YOLO: v8/v9/v10/v11 family, real-time performance, edge deployment.
August 21, 20263 min
Mohamed Bah
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Explore all our articles, guides, case studies and analyses on digital in West Africa.
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CLIP vision-language: 2026
2026 CLIP: vision-language alignment, zero-shot classification, semantic search.
August 21, 20263 min
Mohamed Bah
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EN
Segment Anything SAM: 2026
2026 SAM Meta: universal segmentation, SAM 2 video, accelerated annotation.
August 21, 20264 min
Mohamed Bah
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Computer vision edge deployment: 2026
2026 vision edge: NVIDIA Jetson, Raspberry Pi, Coral TPU, int8 optimization.
August 21, 20264 min
Mohamed Bah
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AI safety alignment: 2026
2026 AI safety: RLHF, constitutional AI, red teaming. Why it became critical in production.
August 20, 20264 min
Mohamed Bah
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RLHF deep dive: 2026
2026 RLHF: full pipeline, reward hacking, DPO and RLAIF alternatives.
August 20, 20264 min
Mohamed Bah
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Constitutional AI: 2026
2026 Constitutional AI Anthropic: written principles, self-critique, scalable alignment.
August 20, 20264 min
Mohamed Bah
Websites
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Red teaming LLM: 2026
2026 LLM red teaming: methodology, attacks, automation, EU AI Act obligation.
August 20, 20264 min
Mohamed Bah
E-commerce
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MTN MoMo vs Airtel Money in Uganda: Merchant Fees Compared (2026)
In Uganda, collecting via MTN MoMo or Airtel Money costs roughly 1.5 to 2 % per merchant transaction, and daily caps differ sharply. On UGX 12,000,000 in monthly revenue, the fee gap can top UGX 600,000 a year. Here is how to pick the operator to activate first based on volume and settlement speed.
August 20, 202611 min
Mohamed Bah
Digital Africa
EN
Mobile Money Settlement Times in Ghana: When Do You Get Paid?
In Ghana, mobile money is instant for the buyer but lands in your merchant account in T+1 to T+2 depending on the operator. On GHS 20,000/month in revenue, that lag permanently ties up GHS 650 to GHS 1,300 of working capital. Here is how to calculate and shrink it.
August 20, 202611 min
Mohamed Bah
Websites
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Paystack vs Flutterwave in Nigeria: Payout Fees Breakdown (2026)
In Nigeria, Paystack charges 1.5 % + NGN 100 capped at NGN 2,000, while Flutterwave sits around 1.4 %, both settling at T+1. Integration typically runs 250,000 to 600,000 FCFA and 5 to 10 days, and the confirmation webhook is mandatory. Here is the full cost and technical breakdown.
August 20, 202611 min
Mohamed Bah
E-commerce
EN
Multi-Operator Payment Reconciliation in Kenya: A 2026 Playbook
When a Kenyan merchant accepts 3+ operators, manual reconciliation produces 3 to 8 % errors and eats 6 to 10 hours a week. Automating the match between collections and orders eliminates monthly gaps worth thousands of shillings. Here is the 2026 playbook.
August 20, 202611 min
Mohamed Bah
Digital Africa
EN
Mobile Money Transaction Limits in East Africa: 2026 Comparison
In East Africa, M-Pesa caps at KES 250,000 per transaction while MTN MoMo Uganda allows up to UGX 7,000,000/day. These limits decide which high-ticket products you can sell online. Here is the 2026 comparison and the payment-split solution for large baskets.
August 20, 202611 min
Mohamed Bah
E-commerce
EN
Reduce M-Pesa STK Push Failures in Tanzania: 2026 Fix Guide
In Tanzania, M-Pesa STK Push fails on roughly 15 % of attempts: wrong PIN, low balance, network timeout. A 90-second timeout, an automatic retry that recovers 30 to 40 % of failures, and a WhatsApp follow-up that adds 18 % conversion turn those losses back into sales.
August 20, 202611 min
Mohamed Bah
Websites
EN
Recurring Mobile Money Billing for Subscriptions in Rwanda (2026)
Mobile money has no true card tokenization: without automation, a monthly subscription suffers 20 to 35 % involuntary churn in Rwanda. A D-2 reminder recovers 40 % of payments, and a structured dunning sequence hits a 55 to 70 % success rate on tickets of 5 000 to 25 000 FCFA.
August 20, 202611 min
Mohamed Bah
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