『Artificial Developer Intelligence』のカバーアート

Artificial Developer Intelligence

Artificial Developer Intelligence

著者： Shimin Zhang Dan Lasky & Rahul Yadav
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Three engineer friends argue about AI so you don't have to. Shimin Zhang, Dan Lasky, and Rahul Yadav are working developers who've been watching AI transform their profession in real time, and they got opinions on the robot takeover. Every week the three get together to riff on the latest AI news, geek out over research papers, roast each other's tool choices, and occasionally have an existential crisis about whether the craft is dying or just getting weird. What you're signing up for: - AI news without the LinkedIn cringe: model drops, acquisitions, open-source drama, and the other stuff that actually matters if you write code for a living. - Technique corner: real tips from the trenches: spec-driven development, multi-agent orchestration, Claude.md tricks, and all the ways they've wasted hours so you don't have to. - Two Minutes to Midnight: the show's running AI bubble tracker, complete with circular funding diagrams, hyperscaler CAPEX math, and a doomsday clock they keep arguing about moving. - Deep dives that (occasionally) go deep: hallucination neurons, agentic memory, workflow automation economics, LLM architectures the papers nobody else is covering because they're hard. - Dan's Rant: Dan frequently gets mad about things. It's a whole thing. - The feelings segment: Yes, Shimin reads Tennyson on a tech podcast. Yes, Rahul wrote an AI-generated country song. No, they're not sorry. Three friends with strong opinions, questionable metaphors, and genuine love for the craft they're also mourning for. If you want to understand AI deeply, use it without embarrassing yourself, and laugh at the absurdity of it all, pull up a chair.ADIPod 政治・政府
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  • Claude Opus 4.8, Undocumented Claude Code Features, Eval Harness for AI Skills, Pope on AI

    Claude Opus 4.8, Undocumented Claude Code Features, Eval Harness for AI Skills, Pope on AI
    2026/06/05
    "Every time you vibe code, you're gonna spend compute to skip the bottleneck of code review." — Shimin's cold open on ep-28. Trading compute for human labor: that's the default that's coming.This week on ADI Pod: Claude Opus 4.8 and Anthropic's dynamic-workflow tool, Pope Leo XIV's AI encyclical, a deep read of the Claude Code source code, a Pinterest method for testing whether your AI skills actually fire, two essays on senior engineering and the "dead economy," and a bubble check full of S-1s. Rahul's out this week; the clock moves up to 5:30.▸ Claude Opus 4.8 + the Dynamic Workflow Tool (TechCrunch): a 41-day fast-follow to 4.7. The new "dynamic workflow" is extra-high thinking plus a huge fan-out of coordinated parallel agents — the hosts call it "Gastown, by Anthropic." Dan likes it more than 4.7, but it hallucinated file names that don't exist and ate a full token budget in 25 minutes. Likely a Mythos distill, not a new base model.▸ Pope Leo XIV's AI Encyclical — "Magnifica Humanitas" (Vatican): "On Safeguarding the Human Person in the Time of Artificial Intelligence." The Pope gets that models are grown, not developed, warns against pretending AI is neutral, and ties automation to worker protection. Anthropic's Chris Olah was in the room. Shimin's take: better AI takes than most Fortune 500 CEOs.▸ I Read the Claude Code Source Code (Building Better): the undocumented stuff. A pre-tool-use hook can rewrite a tool's input mid-flight, return allow/deny with a reason, and inject context. Skills take undocumented front-matter (model + effort). Plus where settings.json really lives, and the auto-memory and "dream" toggles.▸ Technique Corner — An Engineer's Guide to Better AI Skills (Pinterest): a test harness for skill invocation — 15 positive prompts, 5 negative, 5 runs each. Codex went 73%→95% with everything combined; Claude went 62%→73% on a single change and got worse when you combined them. Asking the AI to improve the skill didn't help.▸ Post Processing — Is This Sustainable? (Jamie Hurst): seniors absorbed AI's rising stakes before juniors did. You skip the RFC and just build the thing. The scary part: AI depth is perishable in ~18 months; what lasts is taste and judgment.▸ Post Processing — The Dead Economy Theory (Owen McGrann): a turn-by-turn case that replacing workers with AI eats its own market. Peter Thiel, a Valley misread of Nietzsche, and UBI. Shimin pushes back while half-infected by the inevitability virus.▸ Two Minutes to Midnight (SEC + Qazinform): SpaceX's S-1 claims a $26.5T market that's mostly "AI" and says "truth seeking" 39 times. Anthropic overtakes OpenAI as the most valuable AI startup on a $65B Series H (~3x its February mark) plus a confidential S-1. Microsoft pulls Claude Code back to Copilot on cost. Clock -> 5:30.⏱ Chapters00:00 Cold Open & Welcome02:09 News: Claude Opus 4.8 & the Dynamic Workflow Tool08:27 News: Pope Leo XIV's AI Encyclical14:17 ToolShed: I Read the Claude Code Source Code22:10 Technique Corner: Do Your AI Skills Actually Fire?29:15 Post Processing: Is This Sustainable? (Senior Eng in the AI Age)35:30 Post Processing: The Dead Economy Theory42:12 Two Minutes to Midnight: SpaceX's S-1 & the $26.5T "AI" TAM45:50 Two Minutes to Midnight: Anthropic Overtakes OpenAI53:35 Outro🔗 Articles we discussedNews:• Anthropic releases Opus 4.8 with new dynamic workflow tool — TechCrunch: https://techcrunch.com/2026/05/28/anthropic-releases-opus-4-8-with-new-dynamic-workflow-tool/• Magnifica Humanitas (encyclical on AI) — Pope Leo XIV / Vatican: https://www.vatican.va/content/leo-xiv/en/encyclicals/documents/20260515-magnifica-humanitas.html• I Read the Claude Code Source Code — Building Better: https://buildingbetter.tech/p/i-read-the-claude-code-source-codeTechnique Corner:• An Engineer's Guide to Better AI Skills — Pinterest Engineering: https://medium.com/pinterest-engineering/an-engineers-guide-to-better-ai-skills-implementing-a-testing-process-to-optimize-agent-a000c9c9abcdPost Processing:• Is This Sustainable? — Jamie Hurst: https://jamiehurst.co.uk/2026-05-24_ai-sustainable• The Dead Economy Theory — Owen McGrann: https://www.owenmcgrann.com/p/the-dead-economy-theoryTwo Minutes to Midnight:• SpaceX (Space Exploration Technologies) Form S-1 — SEC EDGAR: https://www.sec.gov/Archives/edgar/data/1181412/000162828026036936/spaceexplorationtechnologi.htm• Anthropic surpasses OpenAI to become world's most valuable AI startup — Qazinform: https://qazinform.com/news/anthropic-surpasses-openai-to-become-worlds-most-valuable-ai-startup🎙 About ADI PodADI Pod (Artificial Developer Intelligence) is a weekly podcast about AI and software development for working developers. We go through hundreds of links and dozens of newsletters each week so you don't have to. Hosts: Shimin Zhang, Dan Lasky, Rahul Yadav. New episodes Tuesdays.• https://www.adipod.ai• humans@adipod.aiIf something here gave you ...
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    55 分
  • OpenAI Beats Musk, Gemini 3.5 Flash & AI Burnout Mitigation

    OpenAI Beats Musk, Gemini 3.5 Flash & AI Burnout Mitigation
    2026/05/29
    "Sam Altman won in court against Elon Musk. But, really, we all lost." That's the New Yorker headline Dan brought to ep-27 — and the question under it is whether any one person should own AI safety.This week on ADI Pod: the OpenAI–Musk verdict and who really owns AI safety, Gemini 3.5 Flash in AI Overviews, a $48K home GPU server, AI burnout from two angles, the "$100M startup in your laptop" myth, the slop grenade, and an IPO squeeze that could funnel ~10% of the major indexes into three AI firms. Rahul's out this week; clock moves back to 6:15.▸ OpenAI v. Musk (The New Yorker): OpenAI wins on a statute-of-limitations technicality. Musk's lawyer argues "we could all die" from AI; the judge notes he'd mean it more if he didn't fund xAI. The courtroom "butt pillows" become the complacency metaphor.▸ Gemini 3.5 Flash: shipped Flash-only into AI Overviews (Dan's bet: it's on TPUs). Mathier than 3.1 but fewer results; the viral "can't search 'disregard'" bug was a harness failure. The pelican it drew looks dressed for a Miami crypto conference (h/t Simon Willison).▸ Hardware Hut — was a $48K GPU server worth it? (rosmine.ai): an ex-FAANG researcher's 6× RTX 6000 Ada rig breaks even near 80% utilization, then ~$125/month and constant riser failures. Shimin's version: a 128GB Mac for local models, or keep paying Anthropic?▸ Technique Corner — AI burnout (Evil Martians + Siddhant Khare): cap parallel agents at 3–4, keep hands on the keyboard, accept 70% and hand-code the rest. Shimin's confession: seven Claude Code sessions after work. Capper: Microsoft cancels Claude Code subs after costs top human devs.▸ Post Processing — Human Bottlenecks (borretti.me): the $100M startup in your laptop stays there because the limiter was always you — judgment, energy, executive function — not the tools.▸ Dan's Rant — the Slop Grenade (noslopgrenade.com): paste raw Claude output at a coworker instead of an answer and you've thrown one. The successor to nohello.com. Fix: lead with your one-line take, then attach the output for the full kaboom.▸ Two Minutes to Midnight (Morningstar + Is AI Profitable Yet?): SpaceX/OpenAI/Anthropic could add ~10% to the Morningstar 100; Nasdaq cut its post-IPO wait from 12 months to ~15 trading days. On isaiprofitable.com only Nvidia is green (+$253B); Amazon leads capex at −$291B. Clock → 6:15.🔗 Articles we discussedNews:• OpenAI Won, But We All Lost — The New Yorker: https://www.newyorker.com/news/letter-from-silicon-valley/sam-altman-won-in-court-against-elon-musk-but-really-we-all-lost• Gemini 3.5: Frontier Intelligence With Action — Google: https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-5/#gemini-3-5-flash• Gemini 3.5 Flash hands-on — Simon Willison: https://simonwillison.net/2026/May/19/gemini-35-flash/Hardware Hut:• Was My $48K GPU Server Worth It? — rosmine.ai: https://rosmine.ai/2026/05/13/was-my-48k-gpu-worth-it/Technique Corner:• AI-Assisted Engineers Are Burning Out — Evil Martians: https://evilmartians.com/chronicles/ai-assisted-engineers-are-burning-out-is-this-fine• AI Fatigue Is Real — Siddhant Khare: https://siddhantkhare.com/writing/ai-fatigue-is-realPost Processing:• Human Bottlenecks — borretti.me: https://borretti.me/article/human-bottlenecksDan's Rant:• No Slop Grenade: https://noslopgrenade.comTwo Minutes to Midnight:• The SpaceX IPO: How US Index Funds Will Adapt — Morningstar (Zachary Evans): https://global.morningstar.com/en-ca/funds/spacex-ipo-how-us-stock-index-funds-will-adapt• Is AI Profitable Yet?: https://isaiprofitable.com/🎙 About ADI PodADI Pod (Artificial Developer Intelligence) is a weekly podcast about AI and software development for working developers. We go through hundreds of links and dozens of newsletters each week so you don't have to. Hosts: Shimin Zhang, Dan Lasky, Rahul Yadav. New episodes Tuesdays.• https://www.adipod.ai• humans@adipod.aiIf something here gave you something to try on Monday, subscribe and tell us what you tried. (00:00) - Cold Open & Welcome (02:15) - News: OpenAI Beats Musk — "We All Lost" (The New Yorker) (07:20) - News: Gemini 3.5 Flash & the Pelican Test (13:05) - Hardware Hut: Was a $48K GPU Server Worth It? (19:14) - Technique Corner: AI-Assisted Engineers Are Burning Out (28:27) - Microsoft Cancels Claude Code — the Token Pendulum (30:35) - Post Processing: Human Bottlenecks (36:10) - Raising the First AI-Native Generation (40:05) - Dan's Rant: The Slop Grenade (44:49) - Two Minutes to Midnight: The SpaceX IPO Index Squeeze (49:32) - Is AI Profitable Yet? (Capex by the Billions) (55:20) - Outro
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    56 分
  • LLM Neuralanatomy with David Noel Ng, Forward Deployed Everybody, Preferences Revealed by AI

    LLM Neuralanatomy with David Noel Ng, Forward Deployed Everybody, Preferences Revealed by AI
    2026/05/22
    This week on ADI Pod: Mira Murati's Thinking Machines ships its first product (interaction models), Meta employees fight the mouse-tracking program with flyers, and the Palantir-coined "forward deployed engineer" job title quietly takes over the post-AI engineering org chart. Our sit-down is with Dr. David Noel Ng (https://dnhkng.github.io/) — author of the LLM Neuroanatomy series we covered a few weeks back. He explains why he watched action potentials race down rat neurons at 10,000 fps before getting into LLM interpretability. Dan runs DeepSeek-V4 Flash on a 128 GB Ryzen 395 Max box and vibe-codes an ESP32 home dashboard in C. Deep dive on a paper asking whether AI should obey what you say or what you actually do. And in Two Minutes to Midnight: Cerebras pops 108% on IPO day, Anthropic passes OpenAI on Ramp business data, and we read Andy Hall on the politics of jobless prosperity. Clock stays at 6 minutes.Co-hosts: Shimin Zhang, Dan Lasky, Rahul Yadav.▸ Interaction Models — Thinking Machines' first product. A small Qwen 3.5–class "interaction model" runs the UI; a background model handles the heavy lift. They credit the pattern to Qwen, not themselves. Multimodal by default, and surprisingly snappy in the demo.▸ Meta vs. its own employees — Meta posted flyers around its offices reading "don't want to work at the employee data extraction factory?" after announcing it would record keystrokes, mouse movements, and screens to train internal AI. Last episode's "Model Capability Initiative" story got worse.▸ Here Comes Forward Deployed Everybody (Scott Werner / works on my machine) — Salesforce moves to an API-only data model. Palantir's "forward deployed engineer" title (originally called "delta") becomes the new pit-crew role across every department. We argue Jevons paradox vs. just-rebranding-the-least-glamorous-job: 20 marketers + 5 pit crews → 30 marketers + 10 pit crews as productivity rises.▸ Sit-down: Dr. David Noel Ng on LLM Neuroanatomy — fluorescent dyes that change color with membrane voltage, what brain-microchip interfacing taught him about feature attribution, and why interpretability deserves the same first-principles rigor as wet-lab biology. New posts coming.▸ Vibe Intel — Dan runs Antires's specialized DeepSeek-V4 Flash fork of llama.cpp. Q2 quant on the front, full experts on the back, SSD-cached prefills, ~10 tokens/sec on a Ryzen AI Max+ 395 with 128 GB unified memory. Output peg: Sonnet 4.5-ish. Plus an ESP32 / ESPHome dashboard with a several-thousand-line vibe-coded C lambda that, against all reasonable expectation, works.▸ Deep Dive — "Should I State or Should I Show?" (Keaton Ellis & Wanying Huang) — three AIs given the same lottery decisions: prompt-only AI hit 70% match with the human; data-only AI hit 75%; both-AI dropped to the worst of the three because it defaulted to the prompt 66% of the time when prompt and behavior conflicted. Implication: if EU AI Act transparency rules force you to honor stated preferences, you're literally picking the worst-performing model.▸ Two Minutes to Midnight — Cerebras raises $5.5B in IPO, stock pops 108% on day one (claim: ~80× memory throughput vs comparable NVIDIA GPUs). Anthropic now holds 34.4% of Ramp-card-paying businesses, beating OpenAI for the first time. Andy Hall's "Politics of Jobless Prosperity": 2% unemployment jump is the line in the sand for political stability — opens with FDR's 1944 State of the Union. Clock held at 6 minutes; nothing this week jumped the needle.⏱ Chapters00:00 Cold Open & Welcome02:08 News: Interaction Models from Thinking Machines05:57 News: Meta Employees Protest the Mouse-Tracking Program10:53 Post-Processing: Here Comes Forward Deployed Everybody (Scott Werner)22:50 Sit-Down: Dr. David Noel Ng on LLM Neuroanatomy40:05 Vibe N Tell: DeepSeek-V4 Flash at Home on a 395 Max45:37 Vibe N tell: ESP32 Home Dashboards via Vibe Coding48:51 Deep Dive: Should I State or Should I Show? (Ellis & Huang)1:04:24 Two Minutes to Midnight: Cerebras IPO, Anthropic vs OpenAI, Jobless Prosperity1:09:34 Outro🔗 Articles we discussedNews:• Interaction Models — Thinking Machines: https://thinkingmachines.ai/blog/interaction-models/• Meta employees protest the mouse-tracking program — Engadget: https://www.engadget.com/2172212/meta-employees-are-protesting-the-companys-mouse-tracking-program/Post-Processing:• Here Comes Forward Deployed Everybody — Scott Werner (works on my machine): https://worksonmymachine.ai/p/here-comes-forward-deployed-everybodySit-Down — Dr. David Noel Ng:• Substack: https://dnhkng.substack.com/• Site: https://dnhkng.github.io/* Rest of David's home AI Lab Build Story: https://dnhkng.github.io/posts/hopper/Deep Dive:• Should I State or Should I Show? Aligning AI with Human Preferences — Keaton Ellis & Wanying Huang (arXiv): https://arxiv.org/html/2603.29317v1Two Minutes to Midnight:• Cerebras raises $5.5B, kicks off 2026's IPO season — ...
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    1 時間 10 分
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