... across sessions. Multi-Provider, Shared Memory Both SDKs support OpenAI, Anthropic, and Google Gemini out of the box. The provider is auto-detected from the model name. Switch models freely memories are shared across all providers. // Learn with GPT-4o await chat.process({ content: 'I love hiking', model: 'gpt-4o

... matters Flexibility Start a thread on GPT-4, continue it on Claude the context follows. Smart routing Send queries to their respectful models and complex ones to premium options without rebuilding anything. True A/B testing Compare ChatGPT vs Claude using the exact same memory and history. Built-in failover Provider outage? Switch models instantly, without losing state. Future-proof architecture New LLM launches? Plug it in. Mnexium handles the memory layer. How it works Just include your provider ... ... marius ndini(@marius_ndini): @haiqa_irfan   Great question! Priority routing is on our roadmap as we add more providers & features. We're planning on smart routing options: Cost-based routing Route simple queries to cheaper models (GPT-4o

... While You re Still Planning Your Competitors Are Already Launching The Problem Many founders and investors have great ideas and funding but products remain stuck in planning. Meanwhile, competitors

... like button. Benchmarks, benchmarks, benchmarks Benchmarks should always be taken with a grain of salt . They are effectively a snapshot of a models capabilities under near perfect conditions. Sort of like the Big Mac you see on the ads vs the Big Mac you get in the bag. It gives you a good idea, but they're far from a perfect measure of real world usage. Math (AIME 2025, no tools): 94.6 percent Real-world coding (SWE-bench Verified ... ... Multilingual programming (Aider Polyglot): 88.0 percent Multimodal understanding (MMMU): 84.2 percent Medical reasoning (HealthBench Hard): 46.2 percent Graduate-level logic (GPQA without tools, via GPT-Thinking Pro): 88.4 percent In production, GPT-5 Thinking cuts hallucinations by 45 percent versus

... only a handful of prompts, I actually had a working prototype. Then Manus introduced paid plans, and the included credits simply couldn t keep up with my day to day coding needs. Around the same time, OpenAI s GPT 4o image generation especially those viral Ghibli style examples was taking over the internet. So I switched to Cursor s Agent to keep refining the plugin, ultimately launching a full blown GPT 4o

... Last week, OpenAI had to roll back an update to GPT-4o after users reported that the chatbot was being excessively agreeable even endorsing harmful or irrational behavior. This sycophantic behavior was traced back to reinforcement learning that overemphasized positive feedback . As a founder building AI-powered products, this incident hits close to home. It raises important questions: How do we ensure our AI models provide helpful, truthful responses without merely telling users what they want to hear? What safeguards ...

... still much further along than Open AI. I have to imagine AI rank tracking tools must be coming soon in products like @Ahrefs and @semrush . Web search tool pricing: $30 and $25 per 1K queries for GPT 4o search and 4o

... Example: Double-press F4 to activate Shift with Claude for creative writing 2. Two-key combination : Press two different keys together, mixing modifier keys (Command, Option, Control, Shift) with regular keys. Example: Left Command + F2 to activate GPT-4o for code optimization 3. Three-key combination : Press three different keys together for more complex and unique combinations. Example: Left Command + Left Option + F5 to activate your custom prompt for generating SQL queries And here s where it gets really powerful ... ... GIFs. The Technical Stuff (For People Who Care About That Sort of Thing) Shift doesn t just use one AI model it gives you access to a whole buffet: Claude 3.7 Sonnet : The deep thinker for complex reasoning GPT-4o