all signals

perplexity's agent now learns from its own work

Perplexity launched Brain, a self-improving memory for its Computer agent that learns from past work — 25% higher correctness on repeat tasks. Research preview, Max tiers; not a tool to turn on today, but a clear read on where agent memory is heading.

claude code turns work into shareable pages

Claude Code can now turn a session's work into live, shareable web pages — dashboards, PR walkthroughs, incident timelines. The catch: it's beta, gated to Claude Team and Enterprise, not the solo Pro plan.

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anthropic funds ai talent inside nonprofits

Anthropic launched Claude Corps, a fully-funded fellowship that embeds early-career AI talent inside nonprofits for a year — salary and training covered, host pays nothing. Valley nonprofits and early-career builders can apply.

claude builds your deck, on-brand

Anthropic updated Claude Design today: canvas editing, PowerPoint export, Claude Code sync. On-brand design without a designer — and the cost of a deck or one-pager just fell hard for valley businesses.