Glen Rhodes

AI | Data & Analysis | Machine Learning | Tech

METR assessment that Anthropic is doubling model capability improvement rate, and what accelerating model velocity means for production system architecture
ByGlen Rhodes November 6, 2026

The Floor Keeps Rising: What METR’s Anthropic Assessment Means for Production Architecture METR published something last week that deserves more attention than it’s getting. Their independent assessment, released November 5th, found that Anthropic is improving model capabilities on well-specified tasks at roughly twice the rate it was achieving between March 2024 and October 2025. METR…

Read More METR assessment that Anthropic is doubling model capability improvement rate, and what accelerating model velocity means for production system architecture
AI | Data & Analysis | Machine Learning | Tech

Andrej Karpathy joining Anthropic as a signal that interpretability is becoming the central problem in production AI systems
ByGlen Rhodes November 5, 2026

Andrej Karpathy Just Told You Where AI Is Going There are personnel moves that signal prestige, and there are personnel moves that signal direction. Karpathy joining Anthropic is the second kind, and I think a lot of people are reading it too casually. This is not a typical talent acquisition story. Why Karpathy Matters Beyond…

Read More Andrej Karpathy joining Anthropic as a signal that interpretability is becoming the central problem in production AI systems
AI | Data & Analysis | Machine Learning | Tech

Pennsylvania AI Deceptive Advertising Act (Act 99 of 2026) and what mandatory disclosure requirements mean for builders with AI-generated content pipelines
ByGlen Rhodes November 4, 2026

Pennsylvania Just Made AI Disclosure Law. Are Your Ad Pipelines Ready? If you’re shipping AI-generated ad creative and you have any users, customers, or distribution touching Pennsylvania, you now have a legal obligation you may not have planned for. This isn’t a draft. It’s not a proposed rule sitting in committee. Governor Josh Shapiro signed…

Read More Pennsylvania AI Deceptive Advertising Act (Act 99 of 2026) and what mandatory disclosure requirements mean for builders with AI-generated content pipelines
AI | Data & Analysis | Machine Learning | Tech

Hot take: Mistral Large 4 launch exposes the unspoken ownership risk builders take on when choosing open models for high-stakes agentic systems
ByGlen Rhodes November 3, 2026

Mistral Large 4 Just Reminded Everyone That Open Models Come With a Hidden Bill The benchmarks are clean. The positioning is sharp. Mistral’s Large 4 launch calls it the best open model for agentic coding and cyber defense, and from a raw capability standpoint, the numbers back that up. But buried in the Fortune coverage…

Read More Hot take: Mistral Large 4 launch exposes the unspoken ownership risk builders take on when choosing open models for high-stakes agentic systems
AI | Data & Analysis | Machine Learning | Tech

Prediction: Mainstream AI adoption doubling in rural populations signals a design reckoning for builders still optimizing for technically sophisticated users
ByGlen Rhodes November 2, 2026

AI Is Coming for the Design Assumptions You’ve Been Ignoring Here is the number that stopped me cold this week. AI use among rural Nebraskans doubled in two years. Not in San Francisco. Not among enterprise teams with dedicated AI procurement budgets. In rural Nebraska. The 2026 Nebraska Rural Poll, released October 28th by the…

Read More Prediction: Mainstream AI adoption doubling in rural populations signals a design reckoning for builders still optimizing for technically sophisticated users
AI | Data & Analysis | Machine Learning | Tech

Gemini 4 Carbon multi-day autonomous operation capability and what it means for production agentic system architecture
ByGlen Rhodes November 1, 2026

Gemini 4 Carbon and the Architecture Question Nobody Is Asking Most of the coverage around Gemini 4 Carbon has focused on the benchmark headline. Google retook the number one spot on updated, harder evals. That’s real, and it matters in the model horse race. But if you’re building production agentic systems, the benchmark is almost…

Read More Gemini 4 Carbon multi-day autonomous operation capability and what it means for production agentic system architecture
AI | Data & Analysis | Machine Learning | Tech

Insight: Vendors separating decision-making as a distinct layer in agentic AI architectures, and what it means for production system design
ByGlen Rhodes October 31, 2026

The Architecture Shift Nobody’s Benchmarking Every few weeks, someone publishes another model comparison. Reasoning scores, coding evals, MMLU this, GPQA that. And while the labs are busy racing each other on leaderboards, something more consequential is happening inside actual production systems. The decision layer is moving. This is the architectural story of late 2026, and…

Read More Insight: Vendors separating decision-making as a distinct layer in agentic AI architectures, and what it means for production system design
AI | Data & Analysis | Machine Learning | Tech

Google DeepMind Genie 4 world model announcement and what real-time interactive simulation means for agent training and evaluation infrastructure
ByGlen Rhodes October 30, 2026

Genie 4 Is Not a Gaming Demo. It’s Agent Training Infrastructure. Google DeepMind dropped something last week that most people are going to scroll past. Genie 4, announced October 27, 2026, is a world model built for real-time interactive simulation. The blog post from DeepMind is careful about framing: “Today, we are announcing our research…

Read More Google DeepMind Genie 4 world model announcement and what real-time interactive simulation means for agent training and evaluation infrastructure
AI | Data & Analysis | Machine Learning | Tech

Google Gemini 4 Carbon launch with gated cybersecurity access and what the two-week Argon-to-Carbon cycle means for builders in production
ByGlen Rhodes October 29, 2026

Google just dropped Gemini 4 Carbon. Two weeks after Argon. If that pace doesn’t make you stop and recalibrate, you’re not paying attention. Carbon tops the Artificial Analysis Intelligence Index at 59, leads across cybersecurity evaluations, and Google’s own announcement from Koray Kavukcuoglu, SVP of Google DeepMind and Chief AI Architect, describes internal teams watching…

Read More Google Gemini 4 Carbon launch with gated cybersecurity access and what the two-week Argon-to-Carbon cycle means for builders in production
AI | Data & Analysis | Machine Learning | Tech

Question on eroding public trust in AI as the real adoption risk for builders, prompted by US city protests and New Mexico’s $25B Meta judgment
ByGlen Rhodes October 27, 2026

The Question Builders Are Avoiding Protests in more than 50 American cities. A $25 billion judgment against Meta. Anthropic posting an $80 billion net loss in the first half of 2026 while simultaneously reporting $16.3 billion in revenue. The numbers coming out of the AI industry right now are absurd in every direction, and I…

Read More Question on eroding public trust in AI as the real adoption risk for builders, prompted by US city protests and New Mexico’s $25B Meta judgment