Most AI video models can generate visuals.
Gemini Omni is starting to understand presentation.
I tested a prompt where each word appeared one at a time with different animations and pacing.
"did. you. know. that..."
It actually felt intentional instead of randomly throwing text on the screen.
Small feature, but pretty useful for creators.
Funny enough, I opened Nemotron 3 Ultra just expecting another "pretty good" model.
Ended up comparing it with DeepSeek V4, MiniMax M3, and Qwen 3.7 Max on a couple prompts.
Very impressive.
Not saying it's better at everything, but it's one of those models that makes you want to keep testing instead of closing the tab.
Introducing Scheduled Tasks 2.0 — a major upgrade to recurring work in Manus.
Scheduling is no longer just about running something at the right time. It is about running it in the right place, with the right context.
Now scheduled work can continue in the same task, power background actions in Manus-built web apps, and give you clearer visibility into upcoming and past runs.
Available now to all users.
I accidentally discovered how to compress a semester of learning into 48 hours.
A grad student at MIT showed me his NotebookLM setup. I thought he was just organized. Then I watched him pass a qualifying exam on a subject he'd never studied before.
Here's exactly what he did:
First: he didn't upload a textbook.
He uploaded 6 textbooks, 15 research papers, and every lecture transcript he could find on the subject.
Then he asked NotebookLM one question:
"What are the 5 core mental models that every expert in this field shares?"
Not "summarize this." Not "explain this topic."
Mental models. The stuff that takes professors years to develop.
But the next part is what broke my brain.
He followed up with:
"Now show me the 3 places where experts in this field fundamentally disagree, and what each side's strongest argument is."
In 20 minutes he had a map of the entire intellectual landscape of the field:
the debates, the consensus, the open questions.
Most students spend a full semester just figuring out what those debates even are.
Then he did something I've never seen before.
He asked:
"Generate 10 questions that would expose whether someone deeply understands this subject versus someone who just memorized facts."
He spent the next 6 hours answering those questions using the source material. Every wrong answer triggered a follow-up:
"Explain why this is wrong and what I'm missing."
By hour 48, he could hold a conversation with his thesis advisor without getting destroyed.
The tool didn't change. The questions did.
Most people treat NotebookLM like a fancy highlighter.
These students are using it like a private tutor who has read everything ever written on the subject.
The difference between a semester and 48 hours isn't the amount of content.
It's knowing which questions to ask.
Building apps has never been easier.
With Sites, Codex can turn your work, ideas, and plans into an interactive website or app your team can explore, use, and share with a URL.
Rolling out to Business and Enterprise plans, before expanding more broadly.
New in Claude Code (research preview): dynamic workflows.
Claude writes an orchestration script on the fly, then spins up a large fleet of coordinated subagents in parallel to take on your most complex tasks.
Use the word "workflow" in a prompt to get started.
Our internal data shows Claude is accelerating AI development—a possible path to recursive self-improvement, or AI autonomously building a more capable successor.
It’s happening faster than we thought, and the implications deserve greater attention. https://t.co/OVVPJO7VQx
the engineer who built Claude Code just dropped a 28-minute video on how to write prompts that actually work
I've seen $300 courses that don't cover what he shows in the first 10 minutes
CLAUDE.md files, memory shortcuts, parallel sessions, prompting patterns
all in one video and completely free
works whether you're a developer, a beginner, or someone who's been using Claude for months
based on this, I put together 18 things you can copy and use in Claude today
full guide in the article below
MiniMax-M3 is now available across TRAE IDE and TRAE SOLO.
MiniMax-M3 is @MiniMax_AI's latest flagship model with breakthroughs in coding & agentic capability and native multimodal reasoning.
Start building with TRAE and MiniMax now!
New in Qoder Desktop v1.2.3: App Window Snapshot.
Double-tap ⌘ on any window. Screenshot goes straight into Qoder's chat as context.
Docker logs, DevTools panels, Figma designs, monitoring dashboards. Tap and prompt.
macOS only for now.