Jev is a fast, typed decision API—not a chatbot. Our evidence-led review examines its public specs, mixed benchmark results, speed and cost claims, and why “zero hallucinations” means type safety rather than semantic certainty.
A source-first ledger of public AI forecasts from Altman, Amodei, Coxon, Musk, Hassabis, Hinton and others, scored against reality.
Musk and Altman have backed Amodei’s call to pace frontier AI. Inspired by KoutoTV, this analysis tests three explanations against public evidence: alarming model behavior, stalled progress and corporate self-preservation.
David Sacks supports a slowdown by frontier AI labs but challenges the conditions attached. We examine where his case is strongest, what the evidence says about OpenAI and Anthropic’s lead, and why claims about METR, liability, and regulatory capture require closer scrutiny.
Dario Amodei’s call to slow frontier AI raises hard questions about regulatory capture, open weights, fear, and who controls the technology.
Chess is the cleanest warning about what it means for a human domain to “fall to AI.” Chess did not disappear when…
A practical, evidence-led review of ChatGPT for Financial Services: its data coverage, finance workflows, enterprise controls, and where human review still matters.
We tested DeepSeek V4.1 Flash, GPT-6 Astra and Claude Fable 5.1 on small coding, vision and tool tasks. Here are the exact failures, charges and launch-benchmark limits.
Qwen passed 8/8 trials; DeepSeek passed 7/8 at lower cost. Our small hosted test covers coding, chart reading, tool recovery and the separate local-hardware decision.
We audited DeepSeek V4.1 Flash’s 510GB official checkpoint, Engram memory placement and preview server recipes. Here is what that means for GPUs and Mac Studio buyers.
