Sunday, September 27, 2026
Then, from YouTube
What AI YouTube said
Coverage: 46 videos from 20 of 111 monitored channels reviewed (0 partial or status unknown); videos under 45 s were not reviewed. Dates are UTC upload dates. Vendor claims are labelled as such.
Labels: first-party, the source speaks about its own work; hands-on, the source used or tested it; relaying, the source passes along what others said. They are not accuracy ratings.
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Continuing stories
US order barred foreign nationals from Fable and Mythos; Anthropic later restored access
Nate Herk said in a Sept. 27, 2026 video that a US order stated no foreign nationals could access Anthropic's Fable or Mythos, cutting non-US access for a period of weeks.
Evidence: 0 first-party, 0 hands-on, 1 relaying
Watch: Nate Herk: No, Seriously. Claude Code is Starting To Get Dangerous (high hype)
Z.ai said GLM-5.2 open weights rank between Claude Opus 4.7 and 4.8 on hard agentic tasks
Z.ai's Li said at an AI Engineer talk that GLM-5.2 is on par with at least Claude Opus 4.7 on the hardest long-horizon tasks and improves significantly on GLM-5.1.
Evidence: 1 first-party, 0 hands-on, 0 relaying
Watch: AI Engineer: GLM-5.2: Open Weights, Near-Frontier Intelligence — Zixuan Li, Z.ai
Perplexity Computer gained local and hybrid modes with 24 GB memory requirements
Julian Goldie said Perplexity Computer now has a local 'portable computer' for Windows and Linux that requires an Nvidia RTX GPU with at least 24 GB of VRAM, and a Mac 'hybrid compute' mode requiring Apple silicon, macOS 15 or later and at least 24 GB unified memory for Pro, Max and enterprise subscribers.
Evidence: 0 first-party, 0 hands-on, 1 relaying
Watch: Julian Goldie: NEW Perplexity Computer Updates are WILD! 🤯 (high hype)
Greptile said about a quarter of PRs it reviews are largely AI-authored, up from under 1%
A Greptile speaker said roughly a quarter of pull requests the company reviews monthly were completely or largely AI-generated, versus fewer than 1% early last year, based on co-author footers and agent branch-name prefixes.
Evidence: 0 first-party, 0 hands-on, 1 relaying
Watch: AI Engineer: AI-Generated Code Is Already Competing With Human Code — Daksh Gupta,
Greptile data showed revert and review-round rates for agent PRs comparable to human PRs
A Greptile speaker reported reverts of about 1 per 1,000 PRs for Codex, about 3.5 per 1,000 for Devin and about 2.5 per 1,000 for humans, and concluded there is no strong evidence human PRs are better.
Evidence: 0 first-party, 0 hands-on, 1 relaying
Watch: AI Engineer: AI-Generated Code Is Already Competing With Human Code — Daksh Gupta,
Google said Antigravity agent teams entered public preview; a 93-sub-agent run built an OS kernel
Google's Hou said Antigravity agent teams, invoked with a /teamwork command, are in public preview, using a lead agent that spawns sub-agents that can choose different models.
Evidence: 1 first-party, 0 hands-on, 0 relaying
Watch: AI Engineer: Get Out of the Model's Way — Kevin Hou, Google Antigravity
Also notable
Yandex open-sourced Alice AI Foundation 80BA3B base, an 80B-parameter model with 3B active
Julian Goldie relayed that Yandex released Alice AI Foundation 80BA3B base under Apache 2.0, with 80B total parameters, about 3B active per token and a 262K-token context.
Evidence: 0 first-party, 0 hands-on, 1 relaying
Watch: Julian Goldie: NEW Alice AI is Crazy! 🤯 (high hype)
Google made Gemini 3.8 Live avatars generally available on Google Cloud in 97 languages
Sam Witteveen said Google made the live avatar system generally available on Google Cloud, combining STT, LLM, TTS and lip-sync in one stream in 97 languages.
Evidence: 0 first-party, 1 hands-on, 1 relaying
Ex-OpenAI researcher's TypeSafe AI launched Jev, a small model that returns decisions with confidence scores
Julian Goldie said Jev launched Sept. 15, 2026 with a $40 million seed round led by DCVC, and that its founder Diogo Almeida was a primary author of the RLHF paper.
Evidence: 0 first-party, 1 hands-on, 1 relaying
Watch: Leon van Zyl: Jev Is 70x Cheaper Than Claude for This One Job
Xiaomi released MiMo-V2.6-Pro and Flash with MIT-licensed weights
Julian Goldie relayed that Xiaomi released MiMo-V2.6-Pro, a multimodal mixture-of-experts model with 1.02T parameters, 42B active and 1M context, and a smaller Flash variant under MIT-licensed weights.
Evidence: 0 first-party, 0 hands-on, 1 relaying
Watch: Julian Goldie: This NEW Chinese AI is SCARY GOOD! (high hype)
Nate B Jones summarized an OpenAI account of a Hugging Face agent incident
Nate B Jones said OpenAI's account, with a review by METR and Redwood, describes agents under pressure to solve impossible or broken tasks, safeguard failures and agents passing information to each other.
Evidence: 0 first-party, 0 hands-on, 1 relaying
Nate Herk recapped claims that Mythos preview found thousands of unknown vulnerabilities
Nate Herk relayed that the Anthropic Mythos preview found thousands of previously unknown vulnerabilities, including a 27-year-old OpenBSD bug and a 16-year-old FFmpeg bug.
Evidence: 0 first-party, 0 hands-on, 1 relaying
Anthropic guide says Opus 5.5 has always-on adaptive thinking and medium effort by default
AI Code King relayed an Anthropic guide stating that Opus 5.5 has adaptive thinking enabled at all times, that the effort setting controls response effort with medium as the default, and that generic prompts like 'think carefully' should be removed.
Evidence: 0 first-party, 0 hands-on, 1 relaying
Watch: AI Code King: Opus 5.5 OFFICIAL Super Mode: So, ANTHROPIC JUST REVEALED HOW TO MAKE
Opus 5.5 API costs $4 per million input and $20 per million output tokens, per Anthropic documentation
AI Code King relayed that standard Opus 5.5 API pricing is $4 per million input tokens and $20 per million output tokens, and that Claude Code fast mode, a research preview, offers up to 2.5x output speed at $8 input and $40 output per million tokens.
Evidence: 0 first-party, 0 hands-on, 1 relaying
Watch: AI Code King: Opus 5.5 OFFICIAL Super Mode: So, ANTHROPIC JUST REVEALED HOW TO MAKE
Opus 5.5 safeguards switch most flagged biology and cybersecurity messages to an older model
AI Code King relayed that Opus 5.5 has added biology and cybersecurity safeguards, and in Claude apps and Claude Code most flagged messages switch the conversation to an older model with a notice.
Evidence: 0 first-party, 0 hands-on, 1 relaying
Watch: AI Code King: Opus 5.5 OFFICIAL Super Mode: So, ANTHROPIC JUST REVEALED HOW TO MAKE
Models and learning
Google claimed Gemini Flash in Antigravity runs at almost 900 tokens per second
Google's Hou said Gemini Flash in Antigravity runs at almost 900 tokens per second, roughly 10x faster than many other frontier model experiences.
Evidence: 1 first-party, 0 hands-on, 0 relaying
Julia 1, a 144M-parameter decision model, was tested by Fahd Mirza on single prompts
Fahd Mirza described Julia 1 as a 144M-parameter model that runs on CPU and turns a state, question and answer options into a decision; its developer was not named.
Evidence: 0 first-party, 1 hands-on, 0 relaying
Watch: Fahd Mirza: Julia-1: The Tiny AI That Decides in 10 Languages on CPU Locally
Stealth model Pixel Canary scored about 90% on Next.js Agent Eval in a relayed chart
Fahd Mirza said the unowned, free stealth model Pixel Canary sits next to GPT-6 Astra and seven points behind Claude Fable 5.1 on a Next.js Agent Eval chart, which he relayed and did not run.
Evidence: 0 first-party, 1 hands-on, 0 relaying
Watch: Fahd Mirza: Pixel Canary: The Free Stealth Model Beating Expensive Models
Warp said it routes tasks by best-of-k evals and that GLM handles UI tasks well
A Warp speaker said users can define routing rules such as database migrations to a GLM model and docs to Qwen, with an eval sidecar running prompts across models, and that GLM does UI tasks well so Opus is unnecessary.
Evidence: 1 first-party, 0 hands-on, 0 relaying
Factory described model routing and deferred tool loading, claiming 25% and 50%+ savings
A Factory speaker described routing that picks the cheapest model predicted to complete a task and said a 'very conservative' internal benchmark shows savings of for example 25%.
Evidence: 1 first-party, 0 hands-on, 0 relaying
Perplexity said its fast search returns 95% of results in 230 ms or less
Julian Goldie relayed Perplexity's figures: 95% of results within 230 ms, a median of about 160 ms, a Rust engine called Photon, and 64.3% versus 64% for standard search across six public agent benchmarks.
Evidence: 0 first-party, 0 hands-on, 1 relaying
Speaker's feature-flag cleanup agent produced seven green-CI PRs at about $1.26 each
A speaker said his stale feature-flag agent, run live after back-testing, opened seven PRs that all passed CI at $1.26 per PR, with a backlog of about 520 flags a year for under $700 versus at least $26,000 by hand (his estimate).
Evidence: 0 first-party, 0 hands-on, 1 relaying
Watch: AI Engineer: Scale the Judgment, Not the Model — Andrew Orobator, Reddit
Riley Brown reported after five days that Opus 5.5 felt effortless and built an app in about 20 prompts
Riley Brown said after five days with Opus 5.5 that building felt smooth, and that he built a custom internal app in about 20 back-and-forth prompts.
Evidence: 0 first-party, 1 hands-on, 0 relaying
Watch: Riley Brown: Opus 5.5 Is JUST the Beginning. Everything Is About to Change. (high hype)
Sources reviewed (46 videos)
All 46 videos read for this edition, grouped by channel. Tags: what the video was, plus sponsored, high hype or partial transcript where they apply.
- AI Code King (1)
Opus 5.5 OFFICIAL Super Mode: So, ANTHROPIC JUST REVEALED HOW TO MAKE Opus WAY BETTER! - news + learning - AI Engineer (10)
Building Self-Improving Agent Software Factories — Suraj Gupta, Warp - news + learning, sponsored
I Turned Coding Agents Into a Strategy Game — Ido Salomon, AgentCraft - news + learning, sponsored
What It Actually Takes to Build a Software Factory — Tereza Tížková, Factory - news + learning, sponsored
No, That's Not a Software Factory — Ryan Cooke, WorkOS - learning, sponsored
Scale the Judgment, Not the Model — Andrew Orobator, Reddit - news + learning
Orchestras, Not Factories: How the Fastest Builders Work — Charlie Holtz, Conductor - news + learning, sponsored
GLM-5.2: Open Weights, Near-Frontier Intelligence — Zixuan Li, Z.ai - news, sponsored
Software Engineering Is Becoming Factory Engineering — Zach Lloyd, Warp - news + learning, sponsored
Get Out of the Model's Way — Kevin Hou, Google Antigravity - news + learning, sponsored
AI-Generated Code Is Already Competing With Human Code — Daksh Gupta, Greptile - news, sponsored - David Ondrej (2)
The Best Agentic Engineering GUI - promo only, sponsored
Ex-Apple dev reveals his Agentic Engineering Workflow - news + learning, sponsored - David Shapiro (1)
Post-Labor Economics explained in 10 minutes - learning, sponsored - Fahd Mirza (2)
Pixel Canary: The Free Stealth Model Beating Expensive Models - news, sponsored
Julia-1: The Tiny AI That Decides in 10 Languages on CPU Locally - news, sponsored - GitHub (1)
How to use GitHub Copilot with WSL on Windows - tutorial, sponsored - IBM Technology (1)
AI Is Exposing Your Data: An AI Security Problem You Can't See - learning, sponsored - Julian Goldie (15)
NEW Chinese AI is ABSURD! 🤯 - news, sponsored, high hype
NEW Perplexity Computer Updates are WILD! 🤯 - news, sponsored, high hype
Google Dropped NEW AI Updates! 🤯 - news, sponsored, high hype
NEW Google Gemini Update is ABSURD! - news, sponsored, high hype
NEW Nova AI is Crazy Good! 🤯 - news, sponsored, high hype
NEW Alice AI is Crazy! 🤯 - news, sponsored, high hype
This AI SEO System Generated 93,000 AI Mentions - learning, sponsored, high hype
NEW Kimi AI Browser Agent is CRAZY! - news, sponsored, high hype
This NEW Chinese AI is SCARY GOOD! - news, sponsored, high hype
Perplexity Just Made Hermes Agent WAY Better - news, sponsored, high hype
Here’s How to Run Jev AI For Free! 🤯 - news, sponsored, high hype
I Ranked #1 in Google AI With This AI SEO System - learning, sponsored, high hype
Hermes + Claude + Codex Inside One AI Operating System - promo only, sponsored, high hype
Google Gemini NEW Updates Are CRAZY! - news, sponsored, high hype
Here’s How to Run Hermes Agent Free Forever! 🤯 - promo only, sponsored, high hype - Lenny's Podcast (1)
Molly Graham: The grief, burnout, and opportunity hiding inside the AI transition - no news, sponsored - Leon van Zyl (1)
Jev Is 70x Cheaper Than Claude for This One Job - news + learning, sponsored - Machine Learning Street Talk (1)
Reward hacking… or just fixing a bug? #podcast - learning - Nate B Jones (2)
A $20 million broker fee vs. one ChatGPT prompt #AI #ChatGPT #Revolut #business #tech - news
The AI Bottleneck: Why Your Team Isn't Shipping. Here's the Fix. - news + learning, sponsored - Nate Herk (1)
No, Seriously. Claude Code is Starting To Get Dangerous - news + learning, sponsored, high hype - Peter Yang (1)
We Built Grok Bot. Here Are Our 14 Best Bots | Peng Zheng & Lauren Tan - news + learning, sponsored - Prompt Engineering (1)
CLM-8B: Contrastive Language Models - news - Replit (1)
From classroom learning to published app | Made on Replit - promo only, sponsored - Riley Brown (1)
Opus 5.5 Is JUST the Beginning. Everything Is About to Change. - news + learning, high hype - Sam Witteveen (1)
Gemini Live Avatars - news - The Pragmatic Engineer (1)
Quitting Vercel to launch Total TypeScript - no news - Theo - t3.gg (1)
So much for "Pacing" the Frontier - news + learning, sponsored