Worth Knowing

Sandique Bartley

Worth Knowing — the business, tech, and money stories that actually matter, in plain English. Home of Tech Pulse (the biggest tech stories, twice a week), The Daily Debrief (your evening rundown of the day's biggest stories, every night), and Money Systems (how money really works, every week). Hosted by Nolan and Priya. New episodes almost every day.

  1. Oct 20

    DeepSeek's 15-Cent AI: The Full Story Behind the Price Collapse

    DeepSeek released a coding model for fifteen cents per million tokens — free to download, MIT-licensed — and on its own published table it outscored Claude Opus 5 and GPT-5.6 Sol on the DeepSWE coding test. That is the headline. It is not the whole story. In this Worth Knowing spin-off of our viral Short, Nolan and Priya read the WHOLE table: where V4.1-Flash-1017 (released October 17, 2026) genuinely wins, and where Opus 5 still leads — HLE 56.3 to 42.6, Terminal-Bench 51.8 to 42.3 — because every one of those numbers is DeepSeek's own, and the honest label matters. Then the backstory: a lab spun out of the High-Flyer quant fund, the January 2025 R1 shock that knocked about 17% off Nvidia in a day, and the cost-per-finished-job economics that make $0.15 a bigger deal than any single benchmark. Plus the twist: on October 19, Reuters reported the U.S. Department of Homeland Security ordered DeepSeek removed from federal civilian agency systems — and on October 20, China's Foreign Ministry answered (AP). Both positions, reported neutrally. SOURCES • Reuters, October 19, 2026 — DHS order removing DeepSeek from federal civilian agency IT systems • Associated Press, October 20, 2026 — China Foreign Ministry response (spokesperson Mao Ning) • DeepSeek V4.1-Flash-1017 model card — benchmark table and pricing (company-reported; labeled as such throughout the episode) • Stanford FSI, "Taking Stock of the DeepSeek Shock" — High-Flyer origins and the January 2025 market reaction Note: all benchmark scores and per-task costs in this episode are DeepSeek's own published figures unless stated otherwise; independent verification was still pending at production time, and the episode says so.

    DeepSeek's 15-Cent AI: The Full Story Behind the Price Collapse

About

Worth Knowing — the business, tech, and money stories that actually matter, in plain English. Home of Tech Pulse (the biggest tech stories, twice a week), The Daily Debrief (your evening rundown of the day's biggest stories, every night), and Money Systems (how money really works, every week). Hosted by Nolan and Priya. New episodes almost every day.

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