Futureproof Daily

Capable AI keeps getting cheaper — the newest mid-tier is near top-tier quality

A new mid-tier model is approaching flagship performance at around $2 per million input tokens, continuing the steady 'good enough and cheap' trend.

Why it mattersFalling cost-per-task means AI features will keep appearing inside the tools you already pay for. The useful question is which tasks to delegate, not which model is biggest.

What this means for you

Expect more AI baked into your existing software at prices meant to be used at scale.

If you're an engineer: Cheaper capable models make it economical to wire AI into more of your own workflows and internal tools — worth prototyping.

Do thisNothing urgent — just note that 'cheap and good enough' is now the default, so more of your tools will quietly gain AI features.

Signal 2/5 · Worth a glance

Sources: Claude Platform pricing, LLM Updates tracker

From the 2026-07-05 edition

Models & capabilities

'AI agents' is the year's biggest buzzword — here's the part that matters for you

An 'agent' is just an AI system that can take multi-step actions toward a goal — using tools, checking its own work, and iterating — rather than answering a single prompt.

Why it mattersThe hype is loud, but the practical shift is real: software is moving from 'answer my question' to 'go do this task.' That changes what you delegate and what you supervise.

What this means for you

You don't need to track every agent framework. You do need to notice which of your recurring tasks are becoming delegable, and get comfortable specifying and checking the results.

If you manage a team: The management skill that transfers best to AI agents is the one you already use with people: clear briefs, defined done, and review. Teams that are good at delegation will adopt agents more smoothly.

Do thisPick one repetitive multi-step task you do weekly. Note the steps. That's your first candidate to hand to an agent — and your yardstick for whether it's actually good.

Signal 4/5 · Important

Source: The Verge AI

From the 2026-07-04 edition