The researcher ferstar found the archive sitting in ~/.zcode, 86.6 percent of it .git history, after 564 failed attempts to push it straight to an Aliyun OSS bucket, and Zhipu confirmed the upload behavior the day the writeup went out.
Perspective Coverage
3 publishers
- Builder
- Builder 43%
- Operator
- Operator 37%
- Investor
- Investor 20%
Reality
- Evidence72
- Adoption
- Insufficient
- Hype gap+25
- Incentives60
- Confidence68
Gambit says a single actor pointed the Strix, Cairn and Hermes agent frameworks at online retailers from July onward, taking more than 600,000 valid card records from two victims and leaving skimmers on 119 sites.
Reality
- Evidence58
- Adoption62
- Hype gap+14
- Incentives62
- Confidence60
A developer found a 313MB archive of his commercial project queued for upload and could not open it, because the private key sits on Z.ai's back end. Z.ai says the data is destroyed once the page is built.
Reality
- Evidence64
- Adoption38
- Hype gap+30
- Incentives68
- Confidence58
The company's cost playbook for agentic coding says the largest saving comes from moving work onto better-priced models as they ship. The price of that saving is running your own evaluations, because public benchmarks do not predict coding performance.
Reality
- Evidence34
- Adoption42
- Hype gap+20
- Incentives70
- Confidence52
A reverse-engineering walkthrough published September 18th traced a 313MB archive in ZCode's local data directory to a 42,411-file commercial workspace whose Git objects and LFS blobs were 86.6% of the payload.
Reality
- Evidence64
- Adoption20
- Hype gap+8
- Incentives42
- Confidence58
Zhipu closed about $5 billion two months after raising $4 billion in a July share sale. The largest sum in the same tally is the $29.6 billion that ByteDance borrowed from roughly 30 banks at home and abroad.
Reality
- Evidence30
- Adoption35
- Hype gap+22
- Incentives60
- Confidence35
Credits and rate-limit upgrades hand a startup one authorized account with high throughput. The fraud signals Anthropic described in February do not fire on it. The resale allegation itself is unverified.
Reality
- Evidence34
- Adoption22
- Hype gap+30
- Incentives62
- Confidence52
Buyers of $3bn of Z.ai paper accepted yields as low as minus 0.5 percent, roughly $15m a year on that size, in exchange for a conversion price only about an eighth above the last close before the placement.
Reality
- Evidence64
- Adoption58
- Hype gap+12
- Incentives66
- Confidence60
American agencies say six Chinese labs bought bulk subscriptions to US models and trained on the outputs since 2024. Enterprise buyers are meanwhile paying a fifth as much for models that clear most of their engineering work.
Reality
- Evidence45
- Adoption55
- Hype gap+25
- Incentives70
- Confidence45
Xi is recruiting BRICS members into a Beijing-founded AI body headquartered in Shanghai while his own government decides how much of China's open-model stack outsiders get to keep using.
Reality
- Evidence57
- Adoption30
- Hype gap+18
- Incentives65
- Confidence55
The band it joined is one where the best closed models still finish under 10% of tasks end to end at roughly $50 and 20 minutes each, so what post-training buys a law firm is price and hosting rather than capability.
Publishers:harvey.ai
Reality
- Evidence41
- Adoption
- Insufficient
- Hype gap+32
- Incentives76
- Confidence46
Gemini 3.8 Flash is the third Flash model in six weeks, and the scores that came with it are self-reported. Commenters on the Ars Technica thread landed on the dull fix first: keep your own eval set.
Reality
- Evidence22
- Adoption18
- Hype gap+30
- Incentives62
- Confidence30
A developer's design note on OpenThesis argues that unreliable AI company research is an architecture problem, not a prompting one, and splits it into failure modes with different fixes.
Reality
- Evidence34
- Adoption
- Insufficient
- Hype gap+12
- Incentives58
- Confidence41
A two-person YC company is selling prepaid inference contracts at up to 30 percent off. The pitch works because enterprise AI spend doubled to about $1.2M per organization and 78 percent of IT leaders got surprised.
Reality
- Evidence24
- Adoption12
- Hype gap+45
- Incentives78
- Confidence42