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MiniMax M2.7 Scores 56% on SWE-Pro — and It Helped Build Itself
An AI model that writes its own training code, debugs its own failures, and decides whether to keep or revert its own changes. That’s what MiniMax claims M2.7 actually does. Released on March 18, 2026, this is the Shanghai-based company’s follow-up to M2.5, and it introduces something the industry hasn’t seen before at this scale:… Continue reading
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Two Consumer GPUs, One Evening, and a 245% Reasoning Boost: How LLM Circuit Finder Works
Most approaches to improving LLM reasoning involve expensive fine-tuning, synthetic data pipelines, or reinforcement learning loops that eat GPU-weeks. LLM Circuit Finder throws all of that out. Instead, it copies three specific transformer layers, pastes them back into the forward pass, and watches logical deduction scores jump from 0.22 to 0.76 on Big-Bench Hard. No… Continue reading
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Claude Dispatch Lets You Text Your Desktop AI From Anywhere — But There’s a Catch
Anthropic shipped Claude Dispatch on March 17, turning the Claude mobile app into a remote control for your Mac’s Cowork agent. Send a message from your phone, and Claude gets to work on your desktop — pulling files, querying databases, building reports. When it’s done, you get a notification. The idea is simple: your AI… Continue reading
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OpenAI Parameter Golf: $1M in Compute Credits for Squeezing a Language Model Into 16MB
OpenAI just launched a public competition that feels more like a hacker challenge than a corporate event. The premise is deceptively simple: build the best language model you can, but it has to fit — code, weights, and all — into 16 megabytes. That’s smaller than most smartphone photos. And your total training budget? Ten… Continue reading
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NVIDIA NemoClaw Launches With 17 Enterprise Partners to Secure OpenClaw for Production
OpenClaw broke every record on GitHub. Over 321,000 stars. Surpassed React’s decade-long reign in just 60 days. The fastest-growing open-source project in the platform’s history. But there was always a catch — a big one that kept enterprise IT departments awake at night. Security. OpenClaw, for all its viral success, was never built for production… Continue reading
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Tempo Machine Payments Protocol: $500M, 100+ Partners, and a Bold Play to Own the AI Agent Economy
AI agents can write code, book flights, and analyze legal contracts. But ask one to pay for a $0.002 API call, and it falls apart. That gap — between what agents can do and what they can spend — is exactly what Tempo’s Machine Payments Protocol (MPP) is designed to close. On March 18, 2026,… Continue reading
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From 739K to 15K Tokens: How code-review-graph Slashes Claude Code Costs with a Local Knowledge Graph
If you’re running Claude Code on anything bigger than a hobby project, you already know the pain: token bills that climb fast because the AI insists on reading files it doesn’t need. A new open-source tool called code-review-graph attacks this problem at the structural level — and the benchmarks are hard to ignore. Built by… Continue reading
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A 1-Trillion-Parameter AI Model Appeared on OpenRouter With No Name Attached — So Who Built Hunter Alpha?
On March 11, 2026, a model called Hunter Alpha quietly showed up on OpenRouter. No press release. No blog post. No company logo. Just a listing with absurd specs — 1 trillion parameters, a 1-million-token context window, and zero cost — sitting there like someone left a supercar in a parking lot with the keys… Continue reading
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Tsinghua Tested an AI Classroom on 500+ Students — Now OpenMAIC Is Open Source and Trending
Online education has a problem nobody wants to admit: most of it is just watching someone talk at a screen. MOOCs promised to democratize learning, but a decade in, the format still boils down to pre-recorded lectures, static quizzes, and completion rates that rarely crack 10%. Tsinghua University thinks the fix isn’t better video —… Continue reading
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From Ukrainian Battlefields to Nasdaq: Swarmer’s 700% IPO Debut Explained
A drone software company with $310K in annual revenue just hit a $500 million market cap on its first day of trading. On March 17, 2026, Swarmer Inc. (NASDAQ: SWMR) priced its IPO at $5 per share, opened at $12.50, peaked near $40, and closed at $31 — a 520% gain that Bloomberg called the… Continue reading
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