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Dell sold $16.1 billion of AI servers last quarter and the stock jumped, but its gross margin fell to 18.1%. Nvidia, Micron and SK Hynix are posting margins above 70% while the box builders run single digits. The number that would settle who actually profits from the AI hardware boom is the one Dell will not disclose.
Read full story →The 3 AI developments that matter before markets open
---GEMINI---
score: 90
trend: up
change: +2
+ Gemini 3.5 Flash scores 55 on Artificial Analysis, within 2 points of Claude Opus 4.7 and 5 of GPT-5.5 at roughly a third of the per-token cost
+ Named enterprise adopters at launch (Salesforce Agentforce, Databricks, Ramp, Xero) turn I/O into procurement-grade distribution
+ I/O cleared last week's post-launch downside risk; the feared "lands behind GPT-5.5" framing did not materialize
+ Antigravity agent-platform upgrade plus Google Spark extend the agentic stack enterprise buyers can standardize on
- Flagship Gemini 3.5 Pro slips to next month and the DeepMind Pentagon-work letter stays unresolved
---CLAUDE---
score: 86
trend: down
change: -1
+ Claude Opus 4.7 remains the reference flagship rivals benchmark against, holding the top of the quality field
- Gemini 3.5 Flash now lands within two points of Opus 4.7 at a third of the price, pressuring Claude's premium positioning
- June 15 Agent SDK metering plus unpublished plan-limit denominators keep the procurement-trust drag live
- No new enterprise win this week after the PwC/SAP/Gates run, ceding the cycle to Google and OpenAI
- Pentagon IL6/IL7 classified-network exclusion still unresolved
---CHATGPT---
score: 85
trend: up
change: +1
+ OpenAI-Dell deal brings Codex to hybrid and on-prem environments via the Dell AI Data Platform, a real regulated-buyer unlock
+ Gartner named OpenAI a Leader in enterprise coding agents, a procurement-cycle credential
+ New $234M Singapore Applied AI Lab, OpenAI's first outside the US, deepens sovereign-enterprise reach
+ GPT-5.5 now fully rolled out across Plus, Business, and Enterprise tiers
- Roughly $14B in projected 2026 losses and the $600B compute commitment keep the financial overhang in place
---MISTRAL---
score: 72
trend: down
change: -1
+ Acquired Vienna's Emmi AI to add physics-aware industrial modeling to the enterprise stack
+ EU-sovereign procurement option intact via the Paris/Sweden buildout and AI Act compliance dossier
- A quiet week with only a tuck-in acquisition while every top-tier rival shipped a major enterprise signal
- Benchmark standing trails Opus 4.7, GPT-5.5, and now Gemini 3.5 Flash on price/performance
- Remains outside the Pentagon classified-network vendor roster
---GROK---
score: 31
trend: up
change: +1
+ Heavy product cadence: Grok Skills (May 18), third-party connectors (May 22), and the Grok Build coding agent landed in quick succession
+ Grok V9 Medium completed training (May 25), reportedly 1.5T parameters, signaling roadmap momentum
- SpaceX's IPO filing disclosed xAI burned $6.4B last year, with another round of layoffs and a Grok-team restructure
- New features are developer/consumer-facing; no federal, compliance, or enterprise-procurement progress
- "Chatbot no one uses" narrative persisted into this week, capping any adoption credit
---DEEPSEEK---
score: 16
trend: up
change: +1
+ Permanently cut V4-Pro API price 75% to ~$0.44 per million input tokens, under a tenth of GPT-5.5, reinforcing cost leadership
+ First external funding round ($45-50B, Tencent/Alibaba/Big Fund) continues, easing the undercapitalization argument
- V4-Pro ranks 9th globally at 63.87% accuracy; the quality gap to Western flagships persists
- The aggressive cut also reads as margin pressure as open-weight rivals close the gap
- US government-device bans and the broader compliance perimeter remain fully in force
Agent skills and plugins went official at Anthropic, OpenAI, and Cursor this week, so Repo Radar looks one layer down and one layer up. antirez's DwarfStar runs DeepSeek V4 locally in C. Honcho gives agents reasoning-based memory. LiteParse parses PDFs with no cloud calls. Perplexity's bumblebee scans developer laptops for poisoned packages after this week's GitHub supply-chain attacks. Stop Slop strips AI tells out of prose before you ship it.
Tmux, the terminal multiplexer Nicholas Marriott released in 2007, has become the layer that keeps AI coding agents running across disconnects. Developers start Claude Code or Codex CLI inside a tmux session on a remote server, then reconnect from any machine while the work continues. This guide covers how tmux sessions, windows, and panes work, how to set it up for agents, how it compares with cmux, Termdock, Zellij, and GNU Screen, and what it costs.
Magnific, the Málaga company that was Freepik until April, now sells one subscription running 30-plus AI image and video models, upscaling and a 200-million-asset library. CEO Joaquín Cuenca says it reached $230 million in revenue without venture capital. Named users include the BBC, Puma and Amazon Prime Video. We cover how it works, what it costs from $10 to $280 a month, how it compares to Midjourney and Runway, and where copyright and credits trip buyers up.
Weekly deep dives on AI power, strategy, and market shifts.
For founders, operators, investors, and decision-makers who need signal over noise.
Hermes Agent is not another chatbot wrapper. It is a server-side personal agent with memory, skills, tools, cron jobs, and chat channels. Here is how it works, what hardware it needs, where OpenClaw differs, and how to test it without over-permissioning it.
Four open-source tools fix four different failure modes in terminal AI. Superpowers teaches the agent how to work. Context7 feeds it current docs. Serena gives it IDE-grade code navigation. ccusage tells you what the other three cost. Here is how to install them and the commands that actually matter
Anthropic raised $65 billion at a $965 billion valuation, passing OpenAI to become the world's most valuable AI startup, the same day it shipped a Claude Opus 4.8 model built to flag its own mistakes. The price runs ahead of the frontier, and ahead of the profits.
Anthropic just became the world's most valuable AI startup at $965 billion, passing OpenAI the same day it shipped Claude Opus 4.8. The new model's headline feature isn't raw power, it's honesty, and the pairing is the whole strategy. But the price runs ahead of the frontier model Anthropic is holding back, and ahead of revenue no auditor has yet seen.
