A new version of OpenAI’s Codex is powered by a new dedicated chip
IBM will hire your entry-level talent in the age of AI
By Saeed Ezzati7 min read
In today’s email:
👨🏻💻 Spotify says its best developers haven’t written a line of code since December, thanks to AI
🔥 Rules of mysterious ancient Roman board game decoded by AI
☠️ OpenAI Executive Who Opposed ‘Adult Mode’ Fired for Sexual Discrimination
🧰 13 new AI-powered tools and resources. Make sure to check the online version for the full list of tools.
A new version of OpenAI’s Codex is powered by a new dedicated chip
Key Takeaway: OpenAI unveiled a research preview of GPT-5.3-Codex-Spark, a real-time “conversational” coding model that’s reportedly ~15× faster than GPT-5.3-Codex—at the cost of lower benchmark performance and weaker cybersecurity capability.
More Insights:
Built for rapid, interruptible iteration (quick edits, fast back-and-forth), not long-running autonomous coding “agents.”
Major latency cuts: ~80% lower roundtrip overhead, ~50% faster time-to-first-token, plus a persistent WebSocket connection.
Runs on Cerebras WSE-3 wafer-scale chips to prioritize speed and responsiveness.
Comes with usage constraints: initially limited to Pro ($200/mo) users, and may slow/queue during high demand.
“Fast, but less capable”: underperforms the full model on agentic software-engineering benchmarks and is explicitly not near OpenAI’s “high capability” cybersecurity threshold.
Why it matters: Speed changes how developers work—but when “good enough” code arrives 15× faster, the real risk isn’t just more bugs, it’s faster confidence in the wrong answer, which can quietly turn velocity into fragility.
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IBM will hire your entry-level talent in the age of AI
Key Takeaway: IBM says it will triple entry-level hiring in the US in 2026 by redesigning junior roles so new grads add value in an AI-heavy workplace instead of competing with automation.
More Insights:
Hiring expansion is described as “across the board,” spanning many departments, not just tech.
IBM rewrote entry-level job descriptions because AI can now handle much of what junior roles did 2–3 years ago.
Junior software developers are shifting from routine coding to customer-facing work and higher-context problem solving.
Entry-level HR staff increasingly step in when chatbots fail, correcting outputs and escalating to managers when needed.
IBM argues cutting junior hiring now could create a future mid-level leadership gap, forcing expensive poaching later; Dropbox echoed the theme, boosting early-career programs 25% to leverage younger workers’ AI fluency.
Why it matters: AI isn’t just “removing jobs”—it’s rewriting the career ladder, and IBM’s move is a bet that companies will either train adaptable talent now or pay a premium later for experience they failed to cultivate.
Spotify says its best developers haven’t written a line of code since December, thanks to AI
Key Takeaway: Spotify says its best engineers haven’t written code since December because an internal AI system (“Honk,” powered by Claude Code) can generate fixes and features, deploy builds, and let humans review/merge—dramatically accelerating product velocity.
More Insights:
Spotify claims “Honk” enables remote, real-time deployment via generative AI workflows (even from a phone during a commute).
Co-CEO Gustav Söderström described a loop where an engineer requests a fix/feature in Slack, gets a new build back, then merges to production.
Spotify highlighted shipping 50+ app features/changes in 2025, with newer AI-driven launches like Prompted Playlists, Page Match for audiobooks, and About This Song.
The company argues its music-related dataset is uniquely defensible because many music questions are preference-based, not factual like Wikipedia.
On AI-generated music, Spotify says it supports metadata labeling for how tracks are made while continuing to police spam.
Why it matters: If Spotify’s workflow is real and scalable, the “tipping point” isn’t AI writing code—it’s AI collapsing the entire build-to-deploy cycle into a supervised, near-instant feedback loop, shifting the engineer’s core job from typing to directing, validating, and owning outcomes.
Other stuff
OpenAI’s President Gave Millions to Trump. He Says It’s for Humanity
Rules of mysterious ancient Roman board game decoded by AI
How private equity’s big bet on software was derailed by AI
OpenAI’s Biggest Challenge Is Turning Its A.I. Into a Cash Machine
Seedance 2 pulled as it unexpectedly reconstructs voices accurately from face photos.
Brace For AI Or Leave: Google Tells Employees
Anthropic to cover costs of electricity price increases from its data centers
OpenAI Executive Who Opposed ‘Adult Mode’ Fired for Sexual Discrimination
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