Alphabet's $85B AI Bet Reverses Decade of Buybacks
Alphabet priced an $84.75B equity raise on June 2, reversing a decade of share buybacks to fund a $180-190B AI infrastructure buildout - backed by a $10B bet from Berkshire Hathaway.
Recent Articles - Page 14
Latest News
Alphabet's $85B AI Bet Reverses Decade of Buybacks
Alphabet priced an $84.75B equity raise on June 2, reversing a decade of share buybacks to fund a $180-190B AI infrastructure buildout - backed by a $10B bet from Berkshire Hathaway.
When to Stop - Overthinking, Handoffs, and Abstention
Three new papers show that AI agents fail not by doing the wrong thing, but by doing things when they should have stopped.
Microsoft ASSERT Converts AI Policies Into Test Suites
Microsoft's open-source ASSERT framework turns natural language behavior specs into executable, auditable test suites for AI agents and LLM applications.
UK Forces Google to Give Publishers AI Search Opt-Out
The UK's CMA issued a world-first binding order requiring Google to let publishers opt out of AI Overviews, AI Mode, and AI model training, with nine months to comply.
Intel Crescent Island GPU Skips HBM for 480GB LPDDR5X
Intel's Crescent Island inference GPU trades HBM bandwidth for 480GB of LPDDR5X, targeting customers locked out of NVIDIA's supply chain.
Claude Mythos Finds 10K Flaws in Critical Systems
Anthropic expands Project Glasswing to 150 organizations across 15 countries, with Claude Mythos Preview surfacing 10,000 high-severity vulnerabilities since April.
Trump Signs Voluntary AI Review Order After Pushback
Trump signed a narrowed AI executive order giving the government 30 days of voluntary pre-release access to frontier models, after industry lobbying gutted the original 90-day mandatory proposal.
Reasoning Leaks, Hard Limits, and Self-Aware LLMs
Three new papers expose how reasoning traces can be extracted from supposedly hidden model internals, where chain-of-thought hits an architectural ceiling, and how RL teaches models to know when to quit.
New Open Standard Puts AI Agents Under Runtime Control
The Agent Control Standard defines open middleware hooks that let teams block, allow, or modify AI agent actions before they reach production systems.
Guides
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How to Use AI for Shopping and Find Better Deals
Learn how to use ChatGPT, Perplexity, Gemini, and Amazon's AI assistant to research products, compare prices, and spot fake reviews before you buy.
How to Use AI for Resume and Interview Prep
A practical beginner's guide to using AI tools to write a stronger resume, craft tailored cover letters, and prepare confidently for job interviews.
How to Use AI to Summarize Long Documents and PDFs
A step-by-step guide to uploading PDFs into ChatGPT, Claude, and Gemini, writing prompts that get useful summaries, and verifying results - no technical background needed.
Reviews
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Claude Opus 4.8 Review: Reliability Over Raw Scores
Claude Opus 4.8 sets new highs on SWE-bench Pro and long-context tasks while a 4x improvement in code flaw detection may matter more than any benchmark number.
Antigravity 2.0 Review: Agent-First, Rocky Launch
Google's Antigravity 2.0 rewrites the platform from a browser IDE into a five-surface agent suite. The architecture is ambitious, the launch was a mess.
Kore.ai Artemis Review: Enterprise Agent Control Plane
Kore.ai's Artemis platform brings a compiled blueprint language and governance-first architecture to enterprise multiagent AI - ambitious, but Azure-only for now.
Leaderboards
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AI Image Generation Leaderboard: Best Models 2026
Current rankings of the best AI image generation models, including GPT Image 2, Nano Banana 2, Recraft V4.1, HiDream-O1-Image, FLUX 2, Midjourney v8.1, and Ideogram 3.0, scored on human preference, text rendering, and photorealism.
GAIA Benchmark Leaderboard: Best AI Agents May 2026
Rankings of the best AI models and agent frameworks on the GAIA benchmark, which tests real-world multi-step tasks requiring web browsing, tool use, and multi-hop reasoning.
Cost Efficiency Leaderboard: Best AI Performance Per Dollar
Rankings of AI models by cost efficiency in May 2026, comparing performance per dollar across frontier and budget models. Updated with DeepSeek V4, GPT-5.5, and Kimi K2.6.
Models
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Llama 3.3 70B Instruct
Meta's Llama 3.3 70B Instruct matches Llama 3.1 405B on instruction following and math while running at 4-5x lower cost, with the lowest hallucination rate of any open-weight model on the Vectara summarization leaderboard.
Cohere Command A+
Cohere Command A+ is a 218B sparse MoE model with Apache 2.0 license, native citations, and a 128K context window that runs on just two H100 GPUs.
NVIDIA Cosmos 3
NVIDIA Cosmos 3 is an open physical AI omnimodel with Mixture-of-Transformers architecture that natively handles text, images, video, sound, and robot actions in a single 16B or 64B model.
Recent
Best Midjourney Alternatives in 2026: 7 Tools Compared
Seven Midjourney alternatives compared on image quality, pricing, and commercial rights - from FLUX.1 Pro and Ideogram 3.0 to free options like Google ImageFX and Leonardo AI.
Best Notion AI Alternatives in 2026: 7 Tools Compared
Seven Notion AI alternatives compared on AI depth, pricing, and data control - from Mem and Coda to open-source options like Obsidian and Anytype.
Best Devin Alternatives in 2026: 7 Tools Compared
Seven Devin alternatives compared on autonomy, pricing, and workflow fit - from Claude Code and GitHub Copilot Agent to open-source options like OpenHands and SWE-agent.
Best Perplexity Alternatives in 2026: 7 Tools Compared
Seven Perplexity alternatives compared on citation quality, pricing, and research depth - from ChatGPT Search and Kagi to Grok DeepSearch and developer-focused Exa.
Anthropic Acquires Stainless SDK Startup for $300M
Anthropic has acquired Stainless, the SDK automation startup behind developer tooling used by OpenAI, Google, and Cloudflare, for more than $300 million.
Self-Correcting Models, Smarter Monitors, AI Designs Itself
Three new papers tackle critique dependency in LLMs, ensemble monitoring for AI control, and agents that autonomously discover better neural architectures.
Best GitHub Copilot Alternatives in 2026
Seven tested alternatives to GitHub Copilot in 2026, ranked by use case with verified pricing, feature breakdowns, and honest trade-offs.
Enterprise AI Platform Pricing - May 2026
Amazon Q Lite stays cheapest at $3/user, ChatGPT Business dropped to $20 annual, and Anthropic shifted Enterprise to pure usage-based billing.
Best Claude Alternatives in 2026: 7 Models Compared
Seven Claude alternatives compared on API cost, context window, coding performance, and data privacy - from GPT-5.5 and Gemini to open-weight options like Kimi K2.6 and Llama 4.
Best Cursor Alternatives in 2026: 7 Tools Compared
Seven verified Cursor alternatives compared on pricing, IDE support, and real workload fit - from Windsurf and GitHub Copilot to open-source tools like Cline and Aider.
Musk Loses OpenAI Lawsuit - Jury Rejects All Claims
A unanimous jury in Oakland dismissed Elon Musk's lawsuit against OpenAI and Sam Altman after less than two hours of deliberation, finding all three counts barred by the statute of limitations.
Augment Cosmos Review: Building the Agent OS
Augment Cosmos enters public preview as a team-level operating system for AI-driven software development - but at $200 per developer per month, the ambition comes at a real price.
