Compare two annual 10-K periods with ChatGPT and check every figure
Use ChatGPT to compare two actual annual 10-K periods, then reconcile filings, verify every calculation and source, and accept or hold an analyst memo.
Explore our reporting on how AI and robotics change work, business and the world.
Use ChatGPT to compare two actual annual 10-K periods, then reconcile filings, verify every calculation and source, and accept or hold an analyst memo.
Migrate one owned Claude Messages API call path from Opus 4.6 to 4.7 by checking request fields, typed responses, client tools, token counts and real task outcomes before release.
Copy a reviewed Python worker to classify permitted Gmail requests, approve exact proposals, verify Linear issues and Slack notices, then label and monitor safely.
Move an existing ADK agent to a reviewed Agent Runtime revision with authenticated MCP access, verified users and sessions, approved traces and a traffic recovery route.
A documentation-based guide to turning real owned takes into one reviewed film with Claude Code and Video Use: source-linked cuts, optional graphics, preview, final MP4 and full human playback.
Use your existing Playwright Test suite to establish a web-app baseline, inspect a real flow with Playwright CLI, then review any warranted fix and rerun the tests.
Use two Claude Code sessions for approved Django coding tickets in separate Git worktrees. Verify distinct SQLite files and ports, then review and test the combined branch before cleanup.
Start from an approved app brief, inspect AI Studio's generated code, test optional Firebase and access rules, then verify a Cloud Run release.
Use an approved item sheet to build an editable Canva restaurant menu, then check the actual phone and print PDFs before the owner accepts either file.
Use Promptfoo, an existing task agent and approved fixtures to compare a baseline with one loaded lesson on development and held-out cases.
Use three Claude Code skills to collect GitHub commits and open issues, draft from saved evidence, check claims, then verify a manual run before scheduling.
A documentation-led guide for authorized imaging AI researchers to run RADAR's supplied abdominal CT case, verify a fresh score CSV and understand what the scores cannot show.
Use Codex and a local script to approve one bounded Seedance 2.0 request, recover its ID, download the resulting video and inspect the actual file and charge.
Score each passage from your existing retriever with one Jev question, keep candidate and source identities intact, then inspect the top original documents before using the ranking.
Trace an accepted artifact back to its real input, write a new Codex skill from the repeatable steps, then check it on a second task and revise an observed defect.
Install local ComfyUI, load the pinned base Qwen-Image 2.1 workflow and weights, then generate, reopen and check one saved PNG from your own prompt.
Use seven study sessions to map AI history, understand machine learning and language models, inspect one permitted task, check a real claim and teach it back.
Download the pinned Audio8 checkpoint, start its local adapted-vLLM backend, stream a permitted recording and verify the saved transcript against the audio.