~/talk

AIE Miami Day 2 ft. Cerebras, OpenCode, Cursor, Arize AI, and more!

Talkat AI Engineer Europe 2026 · 2026-04-08..04-10· [ai-assisted-development]
name:Cerebras
links:none on file
name:OpenCode
links:none on file
name:Arize AI
links:none on file
slides:none on file

Latency debt is measurable: wafer‑scale inference demos claim 1200 tokens per second code generation and advertise Codex Spark as a step‑change for fast, pair‑programming style coding. Practical claims and builds matter: offline latent diffusion runs on mobile NPUs with ~600 ms inference; ambient sensors map to latents; Cursor ships Cursor 3.0 promising IDE simplification and visual workflows; Arize publishes head‑to‑head evals comparing MCP vs CLI for agent tool integration; multiple teams report hundreds to thousands of production agent users.

AI-written summary · about

  1. 0:00Intro
  2. 1:01Opening remarks by Ethel Zhang and Iman Haji
  3. 4:45David House (G2i): agentic coding case studies for mindset shifts and expert amplification
  4. 26:34Sarah Chieng (Cerebras): "latency debt", Wafer Scale inference and 1200 tokens per second code generation
  5. 44:29Lech Kalinowski (CallStack): offline latent diffusion on mobile NPUs with ambient light prompts
  6. 1:00:00Break: Morning coffee
  7. 1:51:37Tejas Bhakta (Morph LLM): "Software 3.5", specialized models beating frontier compute constraints
  8. 2:04:36Rick Blalock (Agentuity): coding agents as the universal software primitive for business workflows
  9. 2:27:02Nyah Macklin (Neo4j): context graphs for auditable, explainable AI decision traces
  10. 2:58:24Break: Lunch
  11. 4:25:48Gabe Greenberg (G2i): NVIDIA DGX Spark giveaway for a frontier lab intro
  12. 4:29:07Lena Hall (Akamai): Reachy Mini, embodied AI and real time multimodal robot behavior
  13. 4:51:47Dave Kiss (Mux): designing SaaS infrastructure and auth for agents as first class users
  14. 5:17:08Alvin Pane (OutRival): agentic memory replacing RAG pipelines for long term memory SOTA
  15. 5:35:07Erik Thorelli (CodeRabbit): skills, error loops, and continuous learning for agent systems
  16. 5:56:02Break: Afternoon
  17. 6:38:50Hassan El Mghari (Together AI): open source models powering AI apps with millions of users
  18. 6:57:19Stefan Avram (OpenCode): multi-model AI coding tools and open source model flexibility
  19. 7:08:44Laurie Voss (Arize AI): evals comparing MCP and CLI tool patterns for agents
  20. 7:37:12David Gomes (Cursor): Cursor 3.0, IDE simplification, and AI driven visual workflows
  21. 7:54:13Closing remarks by Ethel Zhang and Iman Haji
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