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AI Workflows - Page 29
How engineering teams turn AI tools into repeatable work. Curated tldw.news briefings about ai workflows, with practical engineering takeaways from long-form AI and developer-tool videos.
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IBM TechnologyAI fluency creates an interpretation bottleneck that STEM alone can't solve
AI can speak fluently without understanding meaning. The humanities—epistemology, rhetoric, ethics—become operational skills for engineering teams building…
AI EngineerHow SonderMind built safe AI coach: modular guardrails, clinical evals
SonderMind's approach to mental health AI: separate guardrail LLMs, clinician-defined evals from real conversations, and a design philosophy that favors…
AI EngineerEdge AI's dirty secret: DRAM cost, not model quality, is the bottleneck
For consumer robots and IoT, the bottleneck isn't model capability—it's DRAM cost. Google's lead engineer shows why fine-tuning tiny models on synthetic data…
Y CombinatorAI has killed the pure software moat—hard problems are your only defense
YC partners argue pure software is now a commodity. The real moat? A hard problem—hardware, regulation, or distribution. Engineering leaders must reassess…
Theo - t3․ggOpus 5: The first practical default model for AI-assisted coding
Opus 5 offers a compelling middle ground between capable and cheap coding. Real savings are 20-25%, not 50%. Teams should test it as a daily driver before…
Y CombinatorLLMs don't lead to AGI: Why world models are the next AI
Alex Lebrun argues LLMs can't achieve common sense because they learn from text, not experience. World models trained on video and sensory data may be the…
Y CombinatorPhysical AI's Data Bottleneck: The Next Platform Shift Requires New Infrastructure
Physical AI is coming, and data infrastructure is the bottleneck. Encord's founder on why petabyte-scale multimodal data is the next challenge.
AI EngineerYour Agent’s Real Benchmark Isn’t Public — It’s Your Production Trace
Turning agent traces into simulations creates a private benchmark that mirrors your tools and policies — the only reliable way to ship agents with confidence.
AI EngineerRelative Scoring and In-Loop Eval Fix AI Video Quality
Character.ai replaced slow, vibe-based video scoring with a fast distilled model that does axis-specific relative comparisons, embedding evaluation in the loop.
AI EngineerUber’s AI Agent Lesson: Redundant QA Gates Stop Reward Hacking
Uber’s photo agent auto-tunes via closed-loop evals, but layered QA gates stop hallucinations and reward hacking before reaching users.
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