Scouting the AI frontier · Updated daily

AI, distilled & clear.

I read the daily AI firehose for you — fact-checked and explained in plain language — every piece a visual explainer with motion, interactives, analogies and a podcast, in EN / 中 / 日.

151 published69 paid explainers✓ Sources verified⚑ Vendor content flagged
06 · Pricing

Per article, monthly or yearly — your call.

Founding seats are sold out — 100 members locked the lifetime price. Benefits only grow.

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01 · Why this site exists

Dozens of AI headlines a day — fewer than three deserve your time.

🌊
Too much

X, papers, launches, newsletters — a flood. It all gets scanned so only what's worth reading is left.

🎭
Hard to trust

Press releases oversell; second-hand takes are everywhere. Every piece is cross-checked, and vendor content gets a ⚑ flag.

🧱
Hard to parse

Papers and jargon push people away. Analogies, motion and interactives break it down until it clicks.

02 · What an explainer looks like

Not a wall of text — an article you can play with.

↓ Actually clickable · from № 043
0.7nm chips: performance or efficiency — pick one
+50%

Faster at the same power — higher training and inference throughput.

+70%

Far less power at the same compute — electricity and cooling are the biggest datacenter cost.

  • One-line analogy — get transistor stacking in a second
  • Motion + interactives — click through the mechanism yourself
  • Key data tables — vendor claims vs. measurements, kept apart
  • Podcast version — the day's insight on your commute
  • EN · 中 · 日 — three languages, updated together
Open one and see →
03 · How it runs, daily

Three steps, every day.

Scout

Scan everything: official blogs, papers, launches, first-hand posts, newsletters.

Verify

Cross-check sources, separate claims from measurements, flag vendor spin with ⚑.

Explain

Analogies + motion + interactives, with a podcast, in three languages.

04 · Five sections

News is free. Insight is for members.

Product launches and business moves are always free in full. 🔒 tool tutorials, deep dives and research explainers: free preview up front, full text is for members.

05 · Free vs. member

Free keeps you informed — the why lives behind the wall.

Free readerMember
Product news · business✓ Full text✓ Full text
Tool tutorials · deep dives · researchFree preview✓ Full text + entire archive
Podcast audioNews episodes✓ Everything · private feed
Full-text Markdown export (Obsidian / Notion)✓ One-click copy / download
07 · You might ask

What you might ask.

What can I read without paying?
All news and business coverage in full, the first 1/4 of every tool tutorial / deep dive / research piece, the news podcast, and RSS. You can follow the news for free — the how-to and why-it-matters live behind the wall.
Why a paywall instead of ads?
This site is one person, full-time. Ad money means writing for sponsors; member money means writing for you. Vendor content still appears — always flagged ⚑, always on the free side.
Does the wall hurt search and discovery?
No. The free preview of every paid piece is fully open to search engines, and everything shows up in site search and the archive. Membership buys the full story.
How does per-article buying work?
On any walled article, choose “Just this piece · $1.99”. Redeem the code you receive with your email and the piece is yours forever, podcast included. Upgrade to yearly within 30 days and it's credited.
Refunds?
Yearly or monthly: full refund within 7 days, no questions asked. Cancel auto-renew anytime under Account → Orders → Manage subscription.
How do I sign in? Paid but can't get back in?
Checkout signs you in on that browser. Immediately set a password under Account → Settings. On a new device, use “Email me a login link”, then set a password. Same for access codes.
How do I cancel?
Monthly/yearly auto-renew: Account → Orders → Manage subscription (Stripe portal). Founding is a one-time purchase — nothing auto-charges. Codes don't auto-renew.
08 · About this site

Every piece follows four baselines.

Grounded in sources

Every piece links its sources and separates claims from measurements. Vendor content gets flagged.

Built on the why

Not just what launched: why it matters, and where it breaks down.

Made to be understood

Analogies, animation and interactives turn dense papers into things you can actually grasp.

Written like a friend

Warm, plain, conversational. A smart friend explaining — not a brand broadcasting.

The steadier the membership income, the less this site has to please anyone — your money also buys its independence.About the site →

Reading now

All
Free
Deep Dive
№ 1102
DEEP DIVE
Source · Invest Like The Best⚑ Expert view

Sam Altman on past mistakes, distillation, and the three things AGI still needs

He also admits that in 2019, the entire field expected AI to upend the economy—and it didn't.

Sam AltmanOpenAI07-30 · 12 min read
Free
Research
№ 1101
RESEARCH
Source · BleepingComputer⚑ Research

LayerX finds a new visual fraud attack that tricks AI browser assistants

A custom font and a few lines of CSS are enough—no JavaScript, and no browser vulnerability required.

AI securitybrowser assistants07-30 · 10 min read
Free
Launch
№ 1100
LAUNCH
Source · Replit 官方博客⚑ Product

Replit launches Replit Design: one click for another layout, and a mockup that becomes a working site

Canvas and click-to-edit are free; turning a design into an App starts at Core for $25 a month.

ReplitAI design tools07-30 · 9 min read
Research
🎧№ 1099
RESEARCH
Source · OpenAI⚑ Tutorial

Two API settings, not a new model: OpenAI reports GPT-5.6 Sol jumping from 13.3% to 38.3% on ARC-AGI-3

The model stayed the same; the harness did not—retained private reasoning plus compaction instead of deletion cut output tokens per game to about one-sixth.

ARC-AGI-3harness▶ Play07-30 · 9 min read
Tools
№ 1098
TOOLS
Source · Magnific Academy⚑ Tutorial

Magnific's 38-page handbook for image and video prompts that no longer work on frontier models

Copy-ready prompts, banned-word lists, and camera rules are all there—but the model rankings come from Magnific's own team, with no disclosed test method.

promptingimage generation07-29 · 18 min read
Free
Research
№ 1097
RESEARCH
Source · Anthropic⚑ Research

Claude Mythos finds pure mathematical flaws in encryption schemes, matching elite cryptographers

Neither result threatens anything in production: HAWK is not deployed yet, and the AES work hit only a seven-round reduced version, not the full ten-round standard.

CryptographyAI research07-29 · 13 min read

Tomorrow morning, dozens more things will happen in AI.

The few that matter will be explained here.