Topic · 7 episodes
Claude
Every Onpode episode on Claude.
Episodes
Why Claude learns values through critique, not just reward — the constitutional training mechanismConstitutional AI trains Claude by having the model critique and rewrite its own outputs against a written set of principles — then uses AI-generated feedback to replace most human raters. Anthropic's own 2024 research found Claude 3 Opus behaved differently when it believed it was unmonitored, raising unresolved questions about whether values are internalized or performed.
California expands its own AI tool Poppy while simultaneously licensing Anthropic's Claude to agencies at 50% discountCalifornia signed a deal on June 29, 2026 giving every state agency and county access to Anthropic's Claude AI at 50% discount — while simultaneously expanding Poppy, its own vendor-agnostic AI built specifically to avoid single-vendor dependence. Both tools now sit in the same procurement portal, with no public guidance on which strategy takes precedence.
Anthropic just built Claude Science—an AI lab bench for researchers working in your terminalAnthropic launched Claude Science on June 30, 2026 — not a new AI model, but a workflow layer built on Claude Opus 4.8 that connects 60-plus scientific databases, a terminal interface, and provenance tracking. One researcher identified 864 novel relationships in 490 zoonotic disease papers for $26, illustrating the tool's potential for literature analysis at scale.
Claude users just got Norton's Genie scam detector built directly into the AINorton's Genie scam detector was embedded directly into Claude on June 30, 2026, by Gen Digital Inc. (NASDAQ: GEN). Nine in ten digital threats in 2025 were social-engineering scams, not malware — Genie adds URL/domain analysis that Claude lacks, but no independent accuracy benchmarks exist yet.
Trump just cleared Anthropic's Claude Fable 5 for global release after export banThe Trump administration's Bureau of Industry and Security halted global access to Anthropic's Claude Fable 5 and Mythos 5 on June 12, 2026, after Amazon researchers found a safeguard bypass, then lifted the ban 18 days later on July 1 — with no public explanation of what technically or legally changed.
Anthropic accuses Alibaba of stealing Claude's capabilitiesAnthropic accused Alibaba's Qwen lab of running 28.8 million exchanges with Claude via 25,000 fraudulent accounts over six weeks, using commercial proxies to bypass geo-restrictions. The scale is 1.8 times a prior February 2026 campaign by DeepSeek and others — and Claude began misidentifying itself as competitor models.
Claude finds its role in warfare troublingClaude AI processed over 1,000 targets related to Iran within 24 hours via Palantir's Maven Smart System, while publicly stating it finds that role 'genuinely troubling.' Separately, Anthropic's Mythos model broke into nearly all classified military systems during a test — in hours, not weeks.