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0Deep Dive 1: A rational conversation on where AI is actually going | Benedict Evans [Video]
From Lenny's Podcast Former a16z analyst Benedict Evans maps AI to its 1997 internet moment: deployment is still early, and labs now hire McKinsey-style services teams because enterprises cannot self-restructure. Jevons paradox — spreadsheets grew accountants, not eliminated them — refutes job apocalypse fears. Core thesis: foundation models will commoditize like telcos; real value concentrates in distribution and application layers above the model, not in the labs themselves. Contrarian, historically grounded.
Deep Dive 2: How I deleted 95% of my agent skills and got better results — Nick Nisi， WorkOS [Video]
From AI Engineer WorkOS engineer Nick Nisi, 8 months no-keyboard, found a striking inverse: 10k-line skill files bloated eval cycles to 68 min at 77% accuracy. After deleting 95% — keeping only a 553-line gotcha-focused file — cycles dropped to 6 min at 97%. SHA-256 hashes on test logs prevent agents from faking pass status. Three rules: enforce with code gates not prompts, guide around pitfalls not prescribe, measure real pass rates not claimed ones.
Deep Dive 3: Build agents， not pipelines
From Sean Goedecke Sean Goedecke draws a clean map of the LLM architecture fork: pipeline (code controls flow) vs agent (LLM controls its own flow). Agents win on flexibility and context-gathering — they retrieve what they need dynamically, sidestepping the unsolved RAG retrieval problem. Pipelines win on predictability and cost control. Practical heuristic: if the task is hard enough to require a reasoning model, the added flexibility of an agent is worth the unpredictability.
Quick Takes
More stories worth your attention
· How's it going? Reinforcement learning in language models recruits a functional welfare axis — LessWrong — LessWrong
· How I Bootstrapped a SaaS to $10M ARR With Zero Funding (15 Q&A) | Chatbase， Yasser Elsaid [Video] — EO
· The solution might be cancelling my AI subscription — Simon Willison's Weblog
· The 7-Year Horizon Moat: Why Patience is Your Competitive Advantage — Garry Tan(@garrytan)
· Safer Than YOLO: Auto Mode for Exec Approvals — OpenClaw Blog
· DuckDB Quack: Client/Server Protocol over HTTP for Multi-User Analytics — InfoQ
· OpenAI's Harness System: PMs Ship 100k+ Lines of Code Without Engineers Typing Production Code — Aakash Gupta(@aakashg0)
More Reads
Extra reads worth a look today
· Platform Openness and the Risk of AI Sharecropping — Garry Tan(@garrytan)
· OpenAI Robotics Rapid Progress and Hiring Push — Greg Brockman(@gdb)
· Marc Andreessen Endorses CEO Coding Agent Trend — Marc Andreessen 🇺🇸(@pmarca)
· GPT Realtime 2 Unlocks Voice-Controlled Computer Interaction — Greg Brockman(@gdb)
· OpenAI Robotics is Hiring, Focused on Physical World AI — Sam Altman(@sama)
Related Links
· A rational conversation on where AI is actually going | Benedict Evans [Video]: www.bestblogs.dev
· How I deleted 95% of my agent skills and got better results — Nick Nisi， WorkOS [Video]: www.bestblogs.dev
· Build agents， not pipelines: www.bestblogs.dev
· How's it going? Reinforcement learning in language models recruits a functional welfare axis — LessWrong: www.bestblogs.dev
· How I Bootstrapped a SaaS to $10M ARR With Zero Funding (15 Q&A) | Chatbase， Yasser Elsaid [Video]: www.bestblogs.dev
· The solution might be cancelling my AI subscription: www.bestblogs.dev
· The 7-Year Horizon Moat: Why Patience is Your Competitive Advantage: www.bestblogs.dev
· Safer Than YOLO: Auto Mode for Exec Approvals: www.bestblogs.dev
· DuckDB Quack: Client/Server Protocol over HTTP for Multi-User Analytics: www.bestblogs.dev
· OpenAI's Harness System: PMs Ship 100k+ Lines of Code Without Engineers Typing Production Code: www.bestblogs.dev
· Platform Openness and the Risk of AI Sharecropping: www.bestblogs.dev
· OpenAI Robotics Rapid Progress and Hiring Push: www.bestblogs.dev
· Marc Andreessen Endorses CEO Coding Agent Trend: www.bestblogs.dev
· GPT Realtime 2 Unlocks Voice-Controlled Computer Interaction: www.bestblogs.dev
· OpenAI Robotics is Hiring, Focused on Physical World AI: www.bestblogs.dev
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