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Teaching Genie the work behind the patch

…loop and data-generation approach had signal, but neither its context capacity nor its capabilities supported useful engineering performance. Fine-tuning GPT-4 with an 8K window helped despite the smaller context. A 128K window finally…

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Thariq Shihipar on the next interface for Claude Code

…Anthropic because of Claude Code and says his work combines engineering, teaching and user feedback. His human-computer interaction background informs the question tool: some people want an agent to act immediately, while others benefit…

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The Agent Lab Playbook: Build at the Frontier, Specialize Around the Work

…from AIE Europe in London, swyx identifies OpenClaw, harness engineering, and context engineering as leading priorities. His conference tracks reflect that judgment, alongside recurring work on evaluations, observability, compute…

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The Agent Reasoning Interface: From Shared Documents to Delegated Work

…to a frontend opening and joined around August 2022, combining engineering with product design. After ChatGPT launched, her manager challenged her to reproduce a similar interface in two weeks. Nguyen identifies that challenge as the origin…

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The AI Architect: From Draggable Maps to Software That Does the Work

…internals. In the Latent Space conversation, Taylor describes engineering as the mindset behind his corporate and board roles; even as Salesforce co-CEO, he coded on weekends. His route to Google was less calculated than hindsight suggests.…

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The AI Engineer’s Moving Boundary: From Model APIs to Personal Memory

…GPT API directly. ChatGPT and Copilot hide some controls and context limits that application developers need to understand. His free introductory email course, Latent Space University, proceeds through API basics; prompts, tooling and…

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The Four AI Wars: From Frontier Models to Deployable Systems — Part 1 of 3

…will an organization actually put to work? Swyx proposes AI engineering as a route for countries outside the US to participate without financing a $100 billion compute cluster. That distinction between building frontier capability and…

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The Four AI Wars: From GPU Wealth to Useful Work — Part 1 of 3

…OpenAI. Competition also raises expectations for GPT-5. Long context—the capacity to accept more input at once—and multimodality increasingly look like baseline capabilities to one participant. A new flagship would have to match competitors…

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The Four Wars of the AI Stack

…that an assistant like the one in Her requires both device engineering and AI engineering: hardware can capture context that software alone does not receive. That host discloses an investment in Tab, whose proposed advantage is unique…

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The RLVR Revolution: From Checking Answers to Training Agents

…100–1,000 targeted instructions as a possible intervention. Context compression makes this concrete. A long-running agent such as Claude Code must shorten its history while retaining information needed for subsequent work. Summary quality…

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The Utility of Interpretability — Part 1 of 3

…from on: the phrase having me on slightly favors a podcast context. Gratitude supplies another clue. The graph associates thanks with an interview or podcast context, suggesting an experiment: remove or reverse the gratitude and see whether…

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Thinking Longer Is Only Part of the Problem

…produce an unfamiliar person’s exact birth date. Historical context may support only an estimate. - Choosing a strategy: GPT-4.5 is described as drawing a tic-tac-toe board and making legal moves while still making strategic mistakes. The…

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