Gemini Nano On-Device: Android, Pixel, and the Edge AI Reset
Gemini Nano now ships on every Pixel 10 and most flagship Android devices — what on-device AI looks like in mid-2026. Lens: sales teams. A 2026 builder briefing.
7 min read
Guides & News
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AI Guides, Tutorials & News
Step-by-step guides, technical tutorials, and use-case playbooks for building AI voice and chat agents — plus the latest AI news, model releases, funding, and policy developments.
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Mistral Medium 3 Pricing: $0.40/$2.00 vs the Field
Mistral Medium 3 lands at $0.40/$2.00 per million tokens — here's the total-cost-of-ownership picture vs the alternatives. Lens: salons. A 2026 builder briefing.
6 min read
Llama 4 Maverick: 400B-Param MoE for Production Workloads
Llama 4 Maverick is the production workhorse of the Llama 4 family — 400B params, 128 experts, and a 1M context window. Practical context for teams in Tokyo, Japan.
9 min read
xAI Agent Capabilities in 2026: Tool Use, Memory, and Beyond
Grok 4's agent capabilities include tool use, memory, and a hosted code execution environment — here's what works. Practical context for teams in Toronto, Canada.
9 min read
EEOC AI in hiring guidance — April 2026 update — April 2026 update
EEOC's April 2026 technical assistance document on AI hiring tools clarifies disparate-impact analysis under Title VII for resume screeners and video interview AI.
6 min read
FDA AI medical device guidance — April 2026 update
FDA's April 2026 final guidance on AI/ML-enabled medical devices clarifies Predetermined Change Control Plans and adds a streamlined pathway for low-risk modifications.
6 min read
Federal AI procurement rules — April 2026 OMB memo
OMB issued an updated AI procurement memo (M-26-08) on April 14, 2026, requiring agencies to maintain AI inventories and sign-off chains for high-impact uses.
6 min read
WebRTC vs WebSocket Voice: CallSphere Architecture Edge Over Vapi
WebRTC vs WebSocket for voice AI: when each transport wins on NAT traversal, jitter, codec choice and latency. CallSphere runs both, Vapi locks you in.
9 min read
Llama 4 Behemoth: Meta's 2T-Parameter Frontier Model
Meta released Llama 4 Behemoth, a 2-trillion-parameter mixture-of-experts model — frontier-grade capability with open weights. Practical context for teams in Georgia.
8 min read