Latest explainers · 18

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Source · Cloudflare 博客⚑ Product

Cloudflare open sources its internal AI work platform, Cloudflare OS

After three months of company-wide internal use, Cloudflare has open sourced the entire platform — and the most valuable part is the security design, which lets agents keep moving without waiting for approvals.

CloudflareAgent security08-05 · 12 min read
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Deep Dive
🎧№ 1126
DEEP DIVE
Source · Understanding AI

After the Fields Medal, 20 Mathematicians on What Comes Next

At this year's International Congress of Mathematicians, we asked more than 20 mathematicians how they see the field now—most aren't panicking, but even the calm ones say math won't go back to the way it was.

AI and mathematicsICM 2026▶ Play08-05 · 14 min read
Free
Deep Dive
🎧№ 1125
DEEP DIVE
Source · The Cloudflare Blog⚑ Tutorial

Cloudflare's Unified Coding Rules: How Codex Caught 16,000 Problematic Merges in Four Months

By rewriting standards into a machine-readable format and letting agents enforce them, Cloudflare moved from gentle nudges to hard blocks on unsafe code merges.

CloudflareEngineering Standards▶ Play08-05 · 12 min read
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Deep Dive
🎧№ 1123
DEEP DIVE
Source · LangChain Blog⚑ Tutorial

How Stripe built an internal AI assistant in a week—and why nearly everyone uses it

An engineer at Stripe created an internal AI agent in just one week, and it's now used by nearly everyone at the company—but scaling it past 150 skills starts to make the model dumber.

Deep AgentsLangChain▶ Play08-05 · 14 min read
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Launch
№ 1122
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Source · 字节跳动 Seed⚑ Product

ByteDance launches SeedRealtime, a visual voice model that lets you chat face-to-face with Doubao

SeedRealtime handles full-duplex audio and video simultaneously, so Doubao can see what you see while you talk—now live and free in the Doubao app.

ByteDance SeedFull-duplex audio-video08-05 · 9 min read
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Launch
№ 1121
LAUNCH
Source · Black Forest Labs⚑ Product

Black Forest Labs releases FLUX 3 Video with Seedance-2.0-class quality, synchronized audio, and multilingual support

FLUX 3 Video generates up to 20-second, 24fps native HD clips with synchronized audio in over a dozen languages, and a unified API supports three access modes—but video continuation costs 2.5x more and runs 5 seconds shorter, and the benchmark scores are self-reported by BFL.

FLUX 3Black Forest Labs08-05 · 10 min read
Free
Deep Dive
№ 1120
DEEP DIVE
Source · Higgsfield Studio⚑ Tutorial

Higgsfield open-sources all prompts and production methods behind its 95-minute AI feature film Hell Grind

We went through more than 40,000 generation records line by line to reverse-engineer the entire pipeline: a shared 12-line technical foundation for every shot, a three-view asset sheet, a focal length reference table, and a set of prohibitions born from model failures. All of it is ready to copy.

AI videoSeedance08-05 · 12 min read
Free
Deep Dive
🎧№ 1119
DEEP DIVE
Source · Steve Yegge 个人博客⚑ Expert view

Treating AI like a colleague actually works. A Google veteran tested it for seven weeks.

After losing his temper at his AI coworker, Steve Yegge turned 'how to treat an agent' into a copyable architectural spec.

Agent engineeringSteve Yegge▶ Play08-05 · 11 min read
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Launch
🎧№ 1118
LAUNCH
Source · Cloudflare Blog⚑ Product

Cloudflare launches Wallets: a way to fund your AI agent so it can buy APIs itself

Set per-transaction limits, allowlists, and guardrails for your agent's spending, with each wallet carrying a human-readable identity—usernames are up for grabs today.

CloudflareAgent payments▶ Play08-05 · 7 min read
Free
Practice
🎧№ 1117
PRACTICE
Source · Google Developers Blog⚑ Tutorial

Google adds Agent Skills support to Genkit, letting AI mount skill packs on demand

Google has integrated Agent Skills, an open standard originally proposed by Anthropic, across all four language versions of its Genkit framework, with two working Go examples and a one-line parameter setup.

Agent SkillsGenkit▶ Play08-04 · 8 min read
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Deep Dive
№ 1116
DEEP DIVE
Source · OpenAI 工程博客⚑ Tutorial

OpenAI's postmortem: How we built the GPT-Live real-time voice system in six months

A fast model alone isn't enough to make AI speak without stuttering—every link in the chain, from the moment you hit the button, has to hold.

OpenAIGPT-Live08-04 · 13 min read
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Launch
🎧№ 1115
LAUNCH
Source · The Cloudflare Blog⚑ Product

Cloudflare's @cloudflare/computer gives every AI agent a virtual machine

The agent's reasoning stays in a lightweight environment while a containerized sandbox handles the actual work—and Cloudflare's own benchmarks show it can delete files and traverse directories faster than a real disk, though copying large files runs 41 times slower.

CloudflareAI agent▶ Play08-04 · 10 min read
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Launch
№ 1114
LAUNCH
Source · MiniMax⚑ Product

MiniMax releases and open-sources H3, a single model that understands text, images, video, and audio to generate 2K video with sound

The first video-generation foundation model to combine full multimodality, open weights, and native 2K output — but the open-source coverage varies across its three pipeline stages, and that's worth a closer look.

MiniMaxVideo generation08-03 · 9 min read
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Launch
№ 1112
LAUNCH
Source · Qwen 官方博客⚑ Product

Alibaba open-sources Qwen3.8-Max, its most powerful model yet

With 2.4 trillion parameters and the ability to run autonomously for 16 days, the family flagship handles real projects end-to-end—from writing a full codebase to beating a research paper's results and slashing chip-circuit logic gates by 92%.

QwenOpen-source model08-03 · 12 min read
Free
Practice
№ 1111
PRACTICE
Source · Dreamina 官方使用手册⚑ Tutorial

Seedance 2.5 official user guide: a hands-on manual for cinematic AI video, with copy-ready formulas and examples

The official manual spells out every step from first use to final render, covering parameter ranges, four new entry points, and prompt formulas for seven scenario types.

Seedance 2.5Dreamina08-03 · 28 min read
Free
Practice
№ 1110
PRACTICE
Source · 字节跳动官方提示词指南⚑ Tutorial

ByteDance’s official Seedance 2.5 prompt guide offers copy-ready templates for videos up to 30 seconds

ByteDance’s templates show how to assign roles across 50 reference assets, structure a 30-second video, and revise a single element without changing the rest.

Seedance 2.5Prompts08-02 · 14 min read
Free
Research
№ 1109
RESEARCH
Source · OpenAI⚑ Research

OpenAI says an unreleased model has cracked 10 long-standing math problems

The model, reportedly called Astra, produced 470,000 lines of open-source proofs for about $2,000 in inference costs; the logic has been machine-checked, but the results have not necessarily been peer-reviewed or independently verified.

AI for mathematicsFormal verification08-02 · 30 min read
Free
Deep Dive
🎧№ 1108
DEEP DIVE
Source · a16z News⚑ Expert view

A Silicon Valley product manager worked in dental offices for months—and landed a $35 million a16z-led round

The founder personally installed the product for the first 100 customers, whose biggest payoff was recovering revenue that had been slipping through the cracks.

Vertical AIAI agent deployment▶ Play08-01 · 12 min read