Todays Newsletter

Tldr;

Goldman Sachs accelerates its AI restructuring under “OneGS 3.0,” prioritizing automation in sales, onboarding, and compliance — signaling that repetitive finance roles are shrinking while strategy-driven ones rise.

OpenAI partners with Broadcom to design custom AI chips powering 10 GW of compute by 2026, while Microsoft doubles down on hardware with a $14B AI chip deal amid antitrust heat. Broadcom’s new “Thor Ultra” aims to break Nvidia’s networking dominance, promising faster and cheaper AI scaling.

As the infrastructure race heats up, new suppliers and data-center expansions mean greater access and affordability ahead — the perfect moment for builders to innovate before the next AI wave hits.

Goldman Sachs Bets on AI Efficiency, What That Means for Jobs

Goldman Sachs is moving decisively into an AI‑driven restructuring under its “OneGS 3.0” plan. According to a memo obtained by Reuters (Oct 14, 2025), the firm will enact job cuts and a hiring slowdown through the year, prioritizing automation and optimization of core tasks.

The memo names sales, client onboarding, lending mechanisms, regulatory reporting, and vendor oversight as priority areas for AI integration. Yet, Goldman asserts it still expects to grow overall headcount by year‑end, using efficiencies to support client‑serving roles. Historically, the firm has advanced staffing cuts (this year from Q3 to Q2) to streamline underperforming units, with past reductions often in the 3–5% range.

Signed by top leadership, including CEO David Solomon, the memo frames AI as central to unlocking “significant productivity gains.” A company spokesperson reiterated that despite expected cuts, Goldman still aims to finish the year with a larger workforce.

For professionals, this signals that even in firms expanding overall, roles tied to scalable, repetitive processes may shrink. The message is clear: to stay in demand, sharpen skills that complement AI (client relationship, oversight, strategy) rather than compete against it.

💬 OpenAI Developments

OpenAI + Broadcom: Custom Chips Are Coming

OpenAI is partnering with Broadcom to design its own AI chips, aiming to deploy 10 GW of compute starting 2026. The goal: less dependence on Nvidia, more efficiency for training future models.
📍Why it matters: Better, cheaper compute = faster, more affordable AI services down the road.

OpenAI Bets Big on Argentina

OpenAI plans a $25B data center in Patagonia to handle global AI workloads.
📍Why it matters: Lower latency and broader infrastructure could soon benefit projects outside the U.S./EU cloud zones.

🚀 Tech Industry Moves

⚙️ Broadcom Challenges Nvidia in AI Networking

With its new “Thor Ultra” chip, Broadcom is targeting Nvidia’s dominance in data-center networking.
📍Why it matters: Faster interconnects improve AI system performance — great for scaling applications without bottlenecks.

⚖️ Microsoft Faces Antitrust Lawsuit Over OpenAI Deal

A class action claims Microsoft’s exclusive OpenAI partnership hurts competition and access.
📍Why it matters: Expect more scrutiny, but possibly more open or diverse AI service options long-term.

💼 Microsoft Signs $14B AI Chip Deal with Nscale

UK startup Nscale will supply Microsoft with ~200K Nvidia chips, supported by Dell, for its expanding AI cloud.
📍Why it matters: Chip supply chains are diversifying — good news if you’re building on Azure or looking for GPU access alternatives.

💡Key Takeaways & Opportunities

AI infrastructure is shifting fast, from custom chips to global data centers and new suppliers stepping up. This means more access, more efficiency, and more competitive pricing coming down the pipeline. For those building lean or solo, this could unlock new ways to scale AI projects without being locked into Big Tech bottlenecks. Watch the chip wars and infrastructure plays closely, they’ll shape what’s possible next.

💡 AI Tool Deep Dive

Mini AI Tool Deep Dive: Golpo AI

Need explainer videos but hate making explainer videos? Meet Golpo AI — your new storytelling robot.

Backed by YC (S25) and fresh out of stealth, Golpo turns docs, PDFs, even Jira tickets or GitHub repos into slick, animated explainer videos. No timelines. No editing headaches. Just upload and boom — it scripts, narrates, animates.

What most people don’t know:

You can edit video elements with plain text. Want the icon bigger? Voice slower? Just say it.

It doesn’t just give you a video — you get modular outputs: MP4, MP3, script JSON. Slice, remix, reuse.

Devs are already hacking it into outbound sales: feeding in prospect pain points → generating custom videos → 3× reply rates. No joke.

It even checks your scripts for logical gaps before rendering. Fewer hallucinations, smarter content.

If you're doing demos, onboarding, cold outreach, or just want to look 10x more polished without the work — Golpo AI is a tool worth jumping on before it gets mainstream.

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