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Register: Risky Future AI Tools for MGAs ‘Demo Day’ on November 10

Insurance Journal’s Risky Future series is hosting the winter edition of “AI Tools for MGAs” Winter Edition Demo Day, a series of free AI tool demonstrations designed exclusively for managing general agencies, wholesalers, program administrators, and specialty carriers. In partnership …

Register: Risky Future AI Tools for MGAs ‘Demo Day’ on November 10

We haven't written up this one. Insurance Journal has the full story — the link below goes straight to it.

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Build Buddy, Day 2: two AI fixes compiled, only one was correct

Day 2 of MLH Global Hack Week: Builders Week. Yesterday my tool Build Buddy fixed 6 of 6 simple C# errors with a local model.

  • Build Buddy fixed six out of six simple C# errors using a local model
  • First attempt used missing semicolon, causing compiler to stop compilation
  • Gemma 3 4B made several mistakes, including rewriting Half() function incorrectly

AI/ML Research Digest — Nov 07, 2026

Alternative inference paradigms for efficiency Recent work abandons token‑by‑token generation in favor of latent‑space processing and speculative drafting.

  • VFlash reduces trajectory generation time by 25x using compact latent representation.
  • Linear attention with sensitivity gating maintains low perplexity for long token streams.
  • SphereFlow achieves state-of-the-art missing-modality imputation using hypersphere geometry.

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