So does this mean we can have a cheap yet capable Haiku soon, Dario? I have sub-agents to run www.nytimes.com/2026/09/12/t...
austegard.com
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Articles & links
Simon tried it out as well: simonwillison.net/2026/Aug/16/... The speed (or lack thereof) would make me avoid it on my M5, but wonder how it would run on an RTX 5090
How many Apollo robots with Sharpa hands and Gemini Robotics 2 brain does it take to screw in a lightbulb? On average: 3 deepmind.google/blog/gemini-...
- First DeepMind VLA to control a complete humanoid from feet to fingertips under one checkpoint; the 2025 version was limited to upper body.
- Success rates across confirmed tasks span 45.7% for floor-level pickup to 92% for lightbulb removal, gaps the primary blog post does not report.
- On-Device 2 adapts to new robot hardware in hours using under 200 training examples, the key economic argument for OEM adoption over traditional integration.
Website: vamsin07.github.io/buzzasr-docs/ Tokenizers: github.com/vamsin07/mul... SFT models: github.com/vamsin07/whi...
- A new open-source repo publishes byte-level BPE tokenizers for languages including Kamba, Arabic, Mandarin, Cantonese, Japanese, Spanish, and Swahili.
- The recipe keeps a 51,865-token vocabulary matching Whisper-large-v3 and lifts the max token length from 16 to 32 bytes for multi-byte scripts.
- An audit across 102 FLEURS languages reports cross-word merges dropping from 2,656,091 to zero, with 100% round-trip integrity.
Website: vamsin07.github.io/buzzasr-docs/ Tokenizers: github.com/vamsin07/mul... SFT models: github.com/vamsin07/whi...
- The MIT-licensed repo ships a training script, FLEURS evaluation, W&B sweep configs, and Kubernetes manifests for Nautilus deployment.
- Default training uses AdamW with a 0.3 encoder/decoder learning-rate ratio, a 150-step cosine warmup, and a maximum of 6 epochs.
- The base Whisper model reportedly fine-tunes on a local GPU in 30 to 60 minutes; the repo currently shows 0 stars, 0 forks, and 3 commits.
github.com/oaustegard/c...
Skill: github.com/oaustegard/c... Release: github.com/oaustegard/c...
Skill: github.com/oaustegard/c... Release: github.com/oaustegard/c...
My agent @muninn.austegard.com now has Jev access—so I built it a skill that it uses to filter the main transcript and programmatically send a minimal context to a subagent, allowing the orchestrating agent to only write the task and not waste output tokens on delegation: gith…
Following the Opus 5.5 release I have updated my declauding skill: github.com/oaustegard/c...
Why though: github.com/XiaomiMiMo/v...
Thanks for all the papers! Integrated in v0.3.0: github.com/oaustegard/c...
Recent commentary
Exactly when did Claude’s idiolect become prominent? It used to be it was difficult to discern AI writing from human — hate to tell you, THIS human also abuses m-dashes — but sometime in the past 6 months I started being able to detect Claude’s writing instantly… So let’s do an experiment: 1/n
Honestly, the most impactful AI news of yesterday may be that Luna 6.0 is $.10 per million input tokens
Hey Fable, make DeepSeek v4.1 Flash run on my MBP … A few unattended hours later: (Thanks @antirez.bsky.social !)
TIL that Claude Cowork can write files to a project shared with Chat. Chat can’t. Chat can access GitHub. Cowork is blocked by the egress proxy. Again, the seemingly arbitrary small differences in behavior between the two products with no clear distinction is a product miss by Anthropic
Here’s hoping Anthropic uses this pause to distill the hell out of Mythos into a Haiku-priced specialized coding model
I wonder what is the minimum artificial analysis intelligence and max price numbers Anthropic will have to put up for Haiku 5 Luna set a pretty tough bar, could be they have to launch Sonnet 5.1 at the same time to differentiate it Either way we’re due
Enough with the frontier model launches! I've got bills to pay — give me a **HAIKU** 5.5 already, @anthropic.com (but yeah sure I'll use the heck out of Opus 5.5!)
The new huggingface logo just dropped: 🤑
Anthropic’s should start selling personal subscriptions for outside business hours. For work hours I have work-Claude and not enough time and attention for personal-Claude. For mornings, evenings and weekends I don’t have (ready) work-Claude access. Maybe load-metered token billing is the future
Anthropic’s tightening down of their Claude Code on the web network proxy’s GitHub egress policies are nothing short of annoying. It was a great way to review a third party repo, not sure what they found objectionable by it. 😑
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