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by Anjney Midha
Frontier Systems is where the people building the future of AI explain what they're working on. The show features Anjney Midha and Mike Abbott alongside a weekly special guest—researchers, operators, investors, policymakers, and founders shaping the frontier—taking real-time questions from the community.
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This week on Office Hours, Anjney sits down with Prithvi Rajasekaran, a member of Anthropic's labs team and author of a recent post on harness design for long-running coding agents. The conversation ranges across the substance of his post — the generator-evaluator loop borrowed loosely from GANs, the third "planner" agent that complicates the metaphor, the Ralph Wiggum loop, and why context resets unlock Sonnet 4.5 while plain compaction suffices for Opus 4.5 — and into the looser texture of ...
This week on Office Hours, Anjney Midha and Mike Abbott are joined by Reiner Pope, CEO and co-founder of MatX, who spent a decade at Google - chip design for neural nets on the TPU team, then writing the inference stack for Palm - before leaving at the end of 2022 to bet that frontier-scale workloads deserved a chip designed from scratch around them. Reiner walks through the architecture decisions behind MatX including why intelligence per picojoule is the eval that matters, how to manage co-...
In this "Office Hours" episode, Arena co-founder and CEO Dr. Anastasios Angelopoulos discusses how a Berkeley side project became the gold-standard evaluation platform used by every frontier lab. He explains that benchmarks fundamentally cannot capture post-deployment reality, and what happens when a model meets tens of millions of real users doing real work across coding, creative writing, image editing, and increasingly agentic tasks. Angelopoulos argues Arena is structurally ungameable bec...
In this CS 153 "Office Hours" episode, Anthropic's Amanda Askell discusses her work making Claude "good"—a journey that took her from a philosophy PhD in formal ethics and decision theory to leading character and alignment work at Anthropic. She explains why Aristotelian virtue ethics has proven more practically useful than abstract theoretical frameworks, and unpacks Anthropic's constitutional approach to AI. Rather than imposing strict rules, the constitution describes situations, values, a...
In this inaugural CS 153 "Office Hours" livestream, Anjney Midha and Mike Abbott field rapid-fire student questions covering the AI compute and infrastructure landscape. They discuss how scaling laws continue to hold in verifiable domains like coding, materials science, and robotics, while creative writing remains stubbornly hard—an area Anjney would love to see students attack with carefully curated data sets. On infrastructure, they argue that meaningful frontier research now requires clust...
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Frontier Systems is where the people building the future of AI explain what they're working on. The show features Anjney Midha and Mike Abbott alongside a weekly special guest—researchers, operators, investors, policymakers, and founders shaping the frontier—taking real-time questions from the community.
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