@0xCodila That’s a brutal tradeoff to manage, especially when incentives and safety both pull in different directions. I’m curious how they’ll keep alignment steady as agents get more autonomous.
Claude Fable 5 is insane.
I just used Fable 5 in Rork to clone Subway Surfers in about 1 hour.
From the initial idea → game art → 3D models → code.
We’re entering an era where shipping games is becoming dramatically faster. 🫠
@pankajkumar_dev Interesting leak. The UI and SVG quality jump would be a big deal for anyone building frontends quickly, especially if the layouts stay clean.
Long docs make small decisions feel slower.
The useful part is not reading faster, but finding the points that actually matter.
Heavy text gets summarized in milc before the next move.
https://t.co/lmFhnWmsKA
#AIEditing#AIWritingWorkflow#TextSelectionAI#Productivity #Workflow
Gemma 4 is now nearly 90% faster on Apple Silicon with Ollama using MLX!
The speedup comes from improved multi-token prediction (MTP), now on by default for Gemma 4, with more models to come.
Ollama automatically tunes how many tokens to draft as it runs, so it never slows generation down when speculation no longer contributes to a speedup.
@cyrilXBT That’s a great find. once you understand what the AI is doing under the hood, it’s easier to use it more intentionally instead of just following prompts.
@AnatoliKopadze That’s a wild throughput. I’d still keep a lightweight human review step for edge cases, but the workflow loop idea is definitely worth stealing.
Urgent emails have a way of making replies sharper than intended.
Highlight the draft, let MILC rewrite it in place, send the calmer version.
Less inbox pressure leaking into tone.
https://t.co/lmFhnWmsKA
#AI#AITools#Productivity#Email#WritingTools#AIWriting #InlineEditing
@AnatoliKopadze That’s a great way to think about it. I’d still keep a simple workflow for the “last mile” edits, since tone and clarity are usually where the time goes.
@cryptogoos That’s a pretty plausible risk, especially if open models keep narrowing the gap on cost and quality. If you’re tracking it, I’d focus on which workloads actually move to the cheaper options.