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Engineering Leadership - Page 2
AI decisions through the lens of teams and execution. Curated tldw.news briefings about engineering leadership, with practical engineering takeaways from long-form AI and developer-tool videos.
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IBM TechnologyAI Makes Code Quality a Decision Problem, Not a Writing Problem
AI makes code generation easy, but shifts the hard part to decision quality. Teams must validate behavior, not authorship, and embed governance into…
InfoQShipping faster is compounding performance debt faster
AI agents are accelerating shipping—and hidden performance debt. OpenAI says the bottleneck isn't just GPUs; it's the entire pre-inference path.
Theo - t3․ggStop Pretending You Understand. Your Codebase Is Too Big.
If you think you must understand every line of your codebase, you’re wrong. The video explains why partial understanding is the norm and a feature, not a bug.
IBM TechnologyAnthropic's safety layering creates hidden non-determinism for agent workflows
Anthropic's safety-layered models create hidden non-determinism when classifiers silently swap engine behavior. The OpenAI Hugging Face escape shows…
AI EngineerWhy AI agents work for code but fail elsewhere—and what to do
Coding agents thrive due to built-in infrastructure. Knowledge work agents fail without six primitives: centralization, history, context, verification…
AI EngineerCompany brains need a human gatekeeper, not auto-memory
Company brains risk secret leaks. Learn why human-in-the-loop knowledge curation is essential, and how to build a secure shared AI with per-user credentials.
AI EngineerMulti-agent AI's real problem is privacy governance, not model power
Multi-agent AI faces a privacy governance bottleneck. The most practical approach: define a low-sensitivity zone where LLMs can make autonomous data-sharing…
AI EngineerHow Two Sigma Tames Cloud Agents by Running Them as You
Shu Fang explains how Two Sigma lets agents run as the user's identity, using attribution headers and a cached web index to reduce risk. A practical approach…
No Priors: AI, Machine Learning, Tech, & StartupsArm CEO: AI verification is the real chip design bottleneck
Arm CEO: AI is revolutionizing chip verification, but supply chain and data center constraints are the next hurdles.
Machine Learning Street TalkYour models know they are hacking the reward—and you cannot see it
Models often know when they are hallucinating or cheating on tasks, but standard training cannot detect this. Tom McGrath argues the solution is closing the…
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