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Fable 5 users report heavy Claude Code credit burn before July 7 cutoff
A Fable maintainer set the Claude subscription cutoff for 11:59:59pm PT on July 7 as users posted high Claude Code credit usage. One estimate claimed about $2,267 of usage across two $200 accounts in six days.

AutomationBench-AA launches SaaS-agent leaderboard with 657 tasks
Artificial Analysis launched an independent Zapier AutomationBench leaderboard with 657 tasks across 40 simulated SaaS apps. Claude Fable 5 and Opus 4.8 led, but models still violated business guardrails.

Fable 5 users report heavy Claude Code credit burn before July 7 cutoff
A Fable maintainer set the Claude subscription cutoff for 11:59:59pm PT on July 7 as users posted high Claude Code credit usage. One estimate claimed about $2,267 of usage across two $200 accounts in six days.

Tencent releases Hy3, a 295B MoE model under Apache license
Tencent released Hy3 with 21B active parameters, a 256K context window, BF16/FP8 weights, and day-one vLLM/SGLang support. Kilo Code, Nous Portal, and OpenRouter also made it free for limited windows.
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LongCat-2.0 opens MIT weights for 1.6T MoE with 1M context
Meituan released LongCat-2.0 weights and inference code under MIT, with Hugging Face, GitHub, ModelScope, GPU, and NPU paths. Analysts noted the ~48B-active MoE keeps attention shape while reducing zero-communication experts from 256 to 128.


Fable 5 users report $149.25 sqlite-utils work and X API hallucinations
Practitioners reported concrete Fable 5 coding outcomes, including sqlite-utils 4.0rc2 for $149.25 and hallucinations in X API and OAuth checks. Failures around tests, finance, production outages, and token-heavy loops kept review systems central.

X-Humanoid introduces TG-VLA with claimed 100% mobile-manipulation success
X-Humanoid unveiled TG-VLA as a full-size whole-body VLA framework for humanoids, built around HEX, HAF-VLA, and DSRL-DCT. The company claims DSRL-DCT reached 100% success in mobile-manipulation tasks by freezing the VLA and learning a smaller noise-selection policy.

Shepherd supports agent-run rollback beyond git rewind
A Stanford-linked Shepherd thread described rollback for long agent runs that restores files, packages, dev servers, and process state beyond git-style rewinds. Replies flagged KV-cache warmth and registered database inverse steps as cost and recovery boundaries.

Remote Labor Index reportedly ranks Fable 5 at 16.1% human-accepted tasks
CAIS and Scale’s Remote Labor Index reportedly put Fable 5 at 16.1% human-accepted freelance tasks, versus 8.3% for Opus 4.8 and 6.3% for GPT-5.5. The same report says AI judges overrated newer models, especially GPT-5.5 and Opus 4.8.





