Shingikai Blog

Shingikai Blog

Exploring AI deliberation, multi-model strategies, and the future of AI decision-making.

Perplexity Just Upgraded Their Council's Chairman to Opus 4.6 — Here's Why That Signal Matters
Perplexity's upgrade of their Council Mode Chairman to Claude Opus 4.6 reveals what the smartest builders now understand: the synthesis layer is everything in multi-agent AI.
April 10, 2026 · Shingikai Team
The Careful AI Lab Just Passed the Fast One
Anthropic hit $30B ARR, passing OpenAI at $25B. The real story isn't the milestone — it's the 4x efficiency gap and what deliberation actually buys.
April 10, 2026 · Shingikai Team
Every AI Model Is Winning Right Now. That Should Make You Nervous.
Gemini leads reasoning benchmarks. Claude leads expert work. GPT-5.4 leads computer use. Every lab wins something. Here's what the benchmark war is actually telling you.
April 1, 2026 · Shingikai Team
Sora Is Dead. The Decision Behind It Deserved More Than One Answer.
OpenAI killed Sora citing $15M/day compute costs and a 66% usage drop. The real lesson isn't about video AI — it's about when one model's opinion isn't enough.
March 31, 2026 · Shingikai Team
Twelve Models in One Week. Which One Do You Trust?
March 2026 saw 12 AI models launch in one week, plus Anthropic's leaked 'Mythos' model. The question isn't which one wins — it's whether you should pick just one.
March 30, 2026 · Shingikai Team
Twelve AI Models in One Week. You Can't Pick Just One Anymore.
Twelve AI models dropped in a single week in March 2026. When the avalanche keeps coming, picking your favorite model is the wrong strategy.
March 29, 2026 · Shingikai Team
The Pentagon Called Claude's 'Soul' a Supply-Chain Risk. They're Not Wrong About the Problem.
March 14, 2026 · Shingikai
The .5B Bet on the End of Scaling Laws
Yann LeCun's AMI Labs just raised .03B to build 'world models.' Here's what that really means — and why the architecture debate it represents is more interesting than the funding news.
March 11, 2026 · Shingikai
The AI Job Destruction Detector: A New Yardstick for Reality
Anthropic's new tool metrics shift the AI debate from pure 'smartness' to actual labor impact.
March 9, 2026 · Shingikai
The AI Therapist Is a Single Point of Failure
Millions use AI chatbots for therapy, but a new Brown University study shows they routinely violate major ethical standards. Without peer review, the AI therapist is a dangerous single point of failure.
March 8, 2026 · Shingikai
The Retry Tax: Why Cheap AI Can Cost More Than the Expensive Kind
ChatGPT uninstalls surged 295% after OpenAI's DoD deal. The story being missed: single-model dependency is fragile by design, and this moment proves it.
March 8, 2026 · Shingikai
The Safety Theater Paradox: Why Trust is Becoming the Bottleneck of Agentic AI
ChatGPT uninstalls surged 295% after OpenAI's DoD deal. The real story: 'Safety' is becoming a matter of institutional trust, and the only way to navigate it is multi-model deliberation.
March 6, 2026 · Shingikai
DeepSeek V4 and the Era of 'Sufficient' Genius
The proprietary AI moat isn't draining—it's being circumvented by models that are simply 'good enough' to win.
March 4, 2026 · Shingikai
The OpenAI Pentagon Deal Reveals a Problem Nobody's Talking About
ChatGPT uninstalls surged 295% after OpenAI's DoD deal. The story being missed: single-model dependency is fragile by design, and this moment proves it.
March 4, 2026 · Shingikai
An AI council for your hardest questions
Shingikai assembles a council of AI models to debate, challenge, and refine answers to your hardest questions. Here's why that matters.
March 1, 2026 · Shingikai