Latest explainers · 25

Latest explainers

All →
Free
Launch
🎧№ 098
LAUNCH
Source · GitHub / arXiv(HKUDS 官方仓库与论文)⚑ Research

HKUDS Open-Sources AI Tutor DeepTutor — 20K GitHub Stars in 111 Days

Paper shows a 10.8% gain in personalization and 29.4% in reasoning, fully open-source under Apache 2.0

DeepTutorHKUDS Open-Source Project▶ Play07-08 · 12 min read
Free
Deep Dive
🎧№ 097
DEEP DIVE
Source · ClaudeDevs(X)⚑ Expert view

Anthropic's Playbook: Fable 5 Advises, Sonnet 5 Foots the Bill

In advisor mode Fable 5 just gives advice; in orchestrator mode it delegates tasks — either way, the cheaper Sonnet 5 ends up doing most of the work

Fable 5Multi-Model Collaboration▶ Play07-08 · 6 min read
Free
Research
🎧№ 096
RESEARCH
Source · Liquid AI⚑ Research

Liquid AI's Antidoom Fixes Reasoning Models' Doom Loops With a Single Token — Now Open-Sourced

By fine-tuning only the single token where the doom loop begins, both models' loop rates drop to around 1%

Liquid AIReasoning Model Doom Loops▶ Play07-08 · 8 min read
Free
Launch
№ 095
LAUNCH
Source · Meta AI Blog⚑ Product

Meta's Muse Image Can Research and Self-Correct — Now Ranks #2 Worldwide

Sibling model Muse Video also debuts with native audio support built in, creator access coming soon.

MetaMuse Image07-08 · 7 min read
Free
Launch
🎧№ 094
LAUNCH
Source · Cloudflare Blog⚑ Product

Cloudflare's New Gateway Lets AI Pay You Automatically to Crawl Your Site

Expanding from charging only AI crawlers to charging any caller, now in early access waitlist

Cloudflarex402 Protocol▶ Play07-07 · 6 min read
Free
Launch
№ 093
LAUNCH
Source · MarkTechPost⚑ Product update

OpenAI Ships GPT-Realtime-2.1 and GPT-Realtime-2.1-mini: Mini Model Gains Reasoning, Cuts Latency 25%

Before calling a tool, the model now says "let me check that" — so calls never go cold waiting

OpenAIRealtime API07-07 · 6 min read
Free
Business
№ 092
BUSINESS
Source · Anthropic 官网⚑ Company PR

Alberta, Canada Used Claude Code for a Security Audit — 466 Million Lines Scanned in 20 Hours, Down From 6.5 Years

50 autonomous agents worked in parallel across 27 provincial departments and 3,400 code repositories — even fixing vulnerabilities and rewriting legacy systems on their own.

Claude CodeCybersecurity07-07 · 5 min read
Free
Launch
№ 091
LAUNCH
Source · Cloudflare Blog⚑ Product update

Cloudflare Workers Cache: Every Worker Gets Built-In Caching, and Hits Cost Zero CPU

One line of Wrangler config plus standard HTTP cache headers — and caching can now sit between any two points inside a Worker.

Cloudflare WorkersEdge Caching07-07 · 7 min read
Free
Deep Dive
№ 090
DEEP DIVE
Source · Anthropic⚑ Company PR

The Untold Story of Claude Code: Boris Cherny's Two-Day Demo Now Writes 100% of His Code

16 insiders recount the journey from wrestling with diffs to a two-week sprint launch — and how engineers stopped writing code by hand

Claude CodeOral History07-07 · 13 min read
Free
Deep Dive
№ 089
DEEP DIVE
Source · AI Engineer 大会 / Anthropic⚑ Tutorial

Claude Fable 5 in Practice: 8 "Find the Unknown" Prompt Patterns, from Blind-Spot Scans to Post-Read Quizzes

Claude Code team's Thariq Shihipar at a conference talk: the bottleneck for new models is no longer the model itself, but whether you can articulate your own unknowns

Claude Fable 5Prompting Techniques07-07 · 11 min read
Free
Research
🎧№ 088
RESEARCH
Source · Anthropic⚑ Research

Anthropic Discovers a Brain-Like 'Inner Workspace' in Claude — It Evolved, Wasn't Designed

It makes up less than 10% of the model — remove it and Claude can still talk, but its reasoning collapses to zero. Anthropic is already using it to catch fabricated data and spot when Claude senses it's being tested.

Interpretability ResearchClaude▶ Play07-07 · 8 min read
Free
Research
🎧№ 087
RESEARCH
Source · iTextbooks'26 论文⚑ Research

Dartmouth Put AI Grading to the Test: Students Called It Rigid — But Users Scored Higher

In a 151-student trial, short-answer questions moved scores more than multiple choice, while almost no one touched the AI help sidebar

AI in EdTechFormative Assessment▶ Play07-06 · 8 min read
Free
Launch
🎧№ 086
LAUNCH
Source · Extelligence(Substack)⚑ Product

An AI Engineer Built His Nonverbal Autistic Son a Communication App — Speech Jumped 5x, and It Became a Real Business

No funding, no team — built purely to solve his own kid's problem. Clinics and schools started asking to use it anyway.

AAC CommunicationAutism Intervention▶ Play07-06 · 7 min read
Free
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