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Deep Dive
🎧№ 085
DEEP DIVE
Source · Latent.Space⚑ Community

AIEWF closing debate pits agentic coding-loop hype against engineering discipline

A live audience vote couldn't be tallied because the venue lights were too bright to count hands, but a companion survey found 95% of teams already use agents while 59% worry about mounting technical debt.

AIEWFagentic loop▶ Play07-06 · 5 min read
Free
Deep Dive
🎧№ 084
DEEP DIVE
Source · The Decoder

Wealthy American Families Ditch Public School for $75,000-a-Year AI Private Schools

While traditional schools are still figuring out AI, Silicon Valley and Wall Street families are already voting with their wallets.

AI EducationEducation Gap▶ Play07-06 · 4 min read
Free
Research
🎧№ 083
RESEARCH
Source · Seldo.com(Laurie Voss)⚑ Research

AI Is Torching Junior Dev Jobs: Coding Is Becoming a Basic Skill, Not a Career

US developer employment among 22-to-25-year-olds has fallen 19% in three years, even as new GitHub sign-ups hit their fastest growth ever.

AI Job DisruptionJunior Developers▶ Play07-05 · 9 min read
Free
Research
🎧№ 082
RESEARCH
Source · arXiv · NVIDIA Research⚑ Research

NVIDIA Research Unveils HORIZON: Unattended Agents Push Full RTL Chip Design Benchmark to 100% Pass Rate

The paper is the first to run an agent through an entire RTL benchmark suite fully unattended—most tasks clear in two or three rounds, but the hardest one takes 82 iterations

NVIDIA ResearchAgentic Workflows▶ Play07-05 · 12 min read
Free
Research
🎧№ 081
RESEARCH
Source · Anthropic⚑ Research

Anthropic Analyzed 400K Claude Code Sessions: Expertise Beats Coding Skill

A 7-month analysis of sessions from 235,000 users: verified experts succeed at nearly double the rate of novices — yet the top 10 professions differ by no more than 7 percentage points.

Claude CodeAnthropic Research▶ Play07-05 · 7 min read
Free
Deep Dive
🎧№ 080
DEEP DIVE
Source · Dan Koe(X 长文)⚑ Expert view

Dan Koe's Guide to Persuasion: 3 Tensions, 5 Levers — Steal It for Your Copy

Create psychological tension first, then offer a first step too small to refuse — it works for writing, selling, and job hunting alike.

Human InsightPersuasion Framework▶ Play07-05 · 8 min read
Free
Deep Dive
🎧№ 079
DEEP DIVE
Source · Yomiuri Shimbun⚑ Expert view

Sakana AI Co-Founder: The Ability to Swap Models on Demand Is Itself a Deterrent

On June 12, U.S. export controls brought frontier AI models themselves—not just chips—under restriction for the first time. His answer: master multi-model orchestration.

AI GeopoliticsExport Controls▶ Play07-04 · 6 min read
Free
Deep Dive
🎧№ 078
DEEP DIVE
Source · X · Thariq⚑ Expert view

Working With Claude Fable 5: The Real Skill Is Finding Your Own Unknowns

Anthropic's Thariq argues the quality of your work with Claude Fable 5 hinges on how clearly you can name your own unknowns. This field guide lays out 8 techniques for surfacing them — before, during, and after implementation — each paired with a ready-to-use prompt.

Claude Fable 5Agentic Coding▶ Play07-04 · 9 min read
Free
Deep Dive
🎧№ 077
DEEP DIVE
Source · Chamath Palihapitiya · X⚑ Expert view

As AI Gets Cheaper, Renting Generic Intelligence Gets Riskier

Investor Chamath Palihapitiya: intelligence is getting cheap like phones, and expert judgment is now available to everyone — the real moat is encoding your proprietary experience into your own system, not renting the same generic AI as your competitors

Falling AI CostsDemocratized Expert Judgment▶ Play07-03 · 5 min read
Free
Business
№ 076
BUSINESS
Source · 微软官方博客⚑ Company PR

Microsoft Launches Frontier Company, Betting $2.5B and 6,000 Experts on Customer AI Transformation

Microsoft pledges customer data won't train models that erode their competitive edge — the platform lets enterprises switch freely between AI models with no vendor lock-in

MicrosoftEnterprise AI Transformation07-03 · 6 min read
Free
Deep Dive
🎧№ 075
DEEP DIVE
Source · Every⚑ Tutorial

Every's Head of Consulting Can't Code — She Still Builds Her Own Work Systems With Codex

She used the same pattern to build an email triage tool and a caregiving app for her dad — the method is repeatable, though the full prompts remain unpublished.

OpenAI CodexLoop Workflow▶ Play07-03 · 9 min read
Free
Business
🎧№ 074
BUSINESS
Source · Anthropic⚑ Company PR

Same AI Model, Opposite Outcomes: Why Some Companies Compound Gains While Others Get Nothing

Four implementation principles, backed by real-world data from L'Oréal, Lyft, and Rakuten

Enterprise AI TransformationClaude Cowork▶ Play07-03 · 13 min read
Free
Deep Dive
№ 073
DEEP DIVE
Source · Anthropic⚑ Tutorial

Anthropic's New AI Agent Architecture Guide: Ask 3 Questions Before Going Multi-Agent

Multi-agent systems can boost performance by 90.2%, but they also cost 10-15x more in tokens. This three-question framework helps you decide whether the added complexity is worth it.

AI Agent ArchitectureMulti-Agent Systems07-03 · 9 min read
Free
Launch
🎧№ 072
LAUNCH
Source · MarkTechPost⚑ Product

Alibaba Open-Sources Page Agent: Agents Embedded in the Webpage, Reading Text Instead of Screenshots

MIT-licensed and model-agnostic — works with any OpenAI-compatible text model, though for now it only handles a single page view

Page AgentAlibaba▶ Play07-03 · 5 min read
Free
Deep Dive
🎧№ 071
DEEP DIVE
Source · Latent.Space

未来的网站会为每个访客现场拼装:Adobe 演示按意图实时生成专属页面

现场demo:搜'露营'后,咖啡机网站文案产品全变户外主题;技术能落地,客户网站还没规模上线。

Adobe智能体网站▶ Play07-03 · 5 min read
Free
Deep Dive
🎧№ 070
DEEP DIVE
Source · Lenny's Newsletter⚑ Tutorial

The AI Leverage Ladder for PMs: Two Paths to Higher Output, Plus 3 Copy-Paste Prompts

An instructor who has trained 30,000+ PMs breaks down two AI leverage ladders — from copy-paste to end-to-end delivery, and from web prototypes to production PRs.

Product ManagerAI Workflow▶ Play07-03 · 9 min read
Free
Launch
№ 069
LAUNCH
Source · Claude 开发者文档⚑ Product update

Anthropic's Cost Hack: Claude Fable 5 Advises, Claude Sonnet 5 Does the Heavy Lifting

The advisor model only chips in a few hundred words of guidance instead of doing the whole job — same quality, lower total cost. Currently a beta feature limited to the Claude API and AWS.

Claude APIMulti-Model Collaboration07-02 · 7 min read
Free
Deep Dive
№ 068
DEEP DIVE
Source · Anthropic 官方文档⚑ Tutorial

Claude Fable 5's Official Prompting Guide: A Dozen Copy-Paste Fixes, From Over-Planning to Fake Progress Reports

Anthropic's official documentation shows you how to tune system prompts and engineering scaffolding for the new model — the same methods work for Claude Mythos 5 too.

Claude Fable 5Prompt Engineering07-02 · 9 min read