Baseten vs DigitalOcean

Goodfire Launches Internal AI Agent Monitors

Goodfire, a startup specializing in AI interpretability, launched on Thursday a new type of AI agent monitor that inspects a model's internal signals rather than reading its output, aiming to detect rogue behaviors more efficiently and at a fraction of the cost. The monitors are available to customers of Baseten, an AI model hosting platform. Baseten's Base Labs had previously announced a safety partnership with Goodfire and Hugging Face. Goodfire's approach uses small probes that scan a model's internal activations at each step, triggering a closer AI review only when flagged. In tests on the Kimi K3 model, Goodfire's monitors caught 94% of malicious hacking sessions and cost about $51 for 1,500 sessions, compared to $233 for a cheaper model and $10,000 for a top-tier one. The company positions the solution for open models, which can be stripped of safeguards, and sees it as critical for inference-time guardrails.

• Goodfire launched internal activation monitors for AI agents on October 8, 2026.
• Monitors are available to Baseten customers.
• In tests on Kimi K3, monitors caught 94% of malicious hacking sessions.

Announcing our partnership with OpenAI

Baseten announces a partnership with OpenAI, as featured on their blog.

Baseten, Hugging Face, Goodfire Partner for AI Safety

Baseten's research arm, Base Labs, announced a partnership with Hugging Face and Goodfire AI to establish a safety standard for open-weight AI models. The collaboration aims to develop and publish methods for training and monitoring these models, making safety an integrated feature rather than an afterthought. This comes amid rising concern over 'abliteration,' a technique that removes safeguards from open models, with Hugging Face listing over 6,000 such models. The companies have not detailed technical specifics, but Goodfire's expertise in AI interpretability is expected to play a key role. This initiative seeks to leverage openness as an advantage for safety, providing transparent controls and encouraging community contributions.

• Baseten launched a safety infrastructure standard via Base Labs.
• Partnership with Hugging Face and Goodfire AI announced.
• Hugging Face hosts over 6,000 abliterated models.

10-Q Financial Filing Analysis for DigitalOcean (2026-08-04)

DigitalOcean reported robust financial performance for the second quarter ended June 30, 2026, driven by rapid expansion in its AI-native cloud infrastructure and agentic workloads. Total revenue climbed 29% year-over-year to $281.2 million for Q2 2026, supported by 45% revenue growth among Digital Native Enterprise (DNE) customers and an acceleration in AI Customer ARR to $234 million (up from $75 million in Q2 2025). Total annual run-rate revenue (ARR) reached $1,125 million, compared to $875 million in the prior-year period. Gross margin compressed to 55% from 60% due to aggressive upfront investments in data center footprint, GPU capacity, and co-location infrastructure ahead of revenue ramp. Net income stood at $35.4 million for the quarter, bolstered by an $8.3 million income tax benefit from stock-based compensation excess tax benefits. DigitalOcean actively strengthened its balance sheet, raising $887.9 million net via a follow-on offering in March 2026 to repay $500 million under its Term Loan Facility, followed by a subsequent July 2026 equity direct offering to repurchase and retire $471.8 million of its 2030 Convertible Notes.

• Q2 2026 revenue increased 29% YoY to $281.2 million, with ARR reaching $1,125 million and AI Customer ARR expanding 212% YoY to $234 million.
• Gross margin contracted to 55% from 60% due to major data center and server capacity expansion ahead of workload onboarding.
• Repaid $500 million in Term Loan borrowings in Q1 2026 using proceeds from an $887.9 million follow-on offering, and repurchased $471.8 million of 2030 Convertible Notes in July 2026.

Introducing Agent Droplets: everything an agent needs, one price, one bill

DigitalOcean announces Agent Droplets, a new product offering that bundles everything an agent needs into one price and one bill, published October 1, 2026.

8-K Financial Filing Analysis for DigitalOcean (2026-09-10)

DigitalOcean Holdings, Inc. entered into a Transaction Agreement and related Equipment Finance Agreements with MUFG Americas Capital Leasing & Finance, LLC and MUFG Bank, Ltd. to establish an Equipment Finance Facility providing up to $725 million in committed financing for data center equipment purchases. The facility includes an accordion feature of up to $300 million—which DigitalOcean intends to exercise in full—bringing total potential financing capacity to $1.025 billion. The facility funds up to 90% of equipment costs under finance leases that fully amortize through monthly payments by September 10, 2030.

• Secured an Equipment Finance Facility offering $725 million in committed financing with a $300 million accordion feature, enabling up to $1.025 billion in total equipment financing.
• Advances fund up to 90% of data center equipment costs, with the remaining 10% structured as prepaid rent.
• Agreements are structured as finance leases with monthly payments fully amortizing advances through maturity on September 10, 2030.