GLM
3 stories filed under GLM on Beyond Market Intelligence. The newest of them: “Demystifying the math behind the algorithms powering modern LLMs”, “How AI masters new math problems reveals its true reasoning potential”, and “GLM 5.2 expands what's possible with AI-native spreadsheets”. If you've been following the technical reports from Kimi, DeepSeek, Qwen, and GLM, you've likely noticed how much on-policy distillation and GRPO-style algorithms now power the frontier. The IMO 2026 benchmark results reveal a clear hierarchy: frontier models like sol and fable handle the math olympiad with near-perfect scores, while others, including sonnet and opus, lag without a harness. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every GLM story on Beyond Market Intelligence, newest first.
Demystifying the math behind the algorithms powering modern LLMs
If you've been following the technical reports from Kimi, DeepSeek, Qwen, and GLM, you've likely noticed how much on-policy distillation and GRPO-style algorithms now power the frontier. That's why this deep dive is so timely. It unpacks the maths and code behind these methods, then connects them back to pretraining and supervised fine-tuning. It's a practical resource for anyone wanting to move beyond the hype and actually understand how modern LLMs are trained.
How AI masters new math problems reveals its true reasoning potential
The IMO 2026 benchmark results reveal a clear hierarchy: frontier models like sol and fable handle the math olympiad with near-perfect scores, while others, including sonnet and opus, lag without a harness. We tested AutoFyn, our multi-agent system, and it consistently boosted performance, though it couldn't close the gap to the top tier. Hallucinations persist, even in verifiable domains, as seen with sonnet's false solution on P3. For those exploring practical AI applications, our guide on distributed training offers a grounded starting point.
GLM 5.2 expands what's possible with AI-native spreadsheets
GLM 5.2 is a strong step forward, but it's worth asking how much of that progress is genuinely useful. We see a lot of AI models touted as breakthroughs, yet the real test is whether they make your daily work feel less like a puzzle. That's why we dig into these releases with a critical eye. If you're curious about the human side of this technology, our piece on "Talking to My AI Clone Taught Me to Question the Tech" offers a thoughtful counterpoint.