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ModelsJul 15

27B Models on Your Phone: The End of Cloud Dependency

Bonsai 27B just crossed a threshold that changes the economics of AI product development. A 27-billion-parameter model running natively on mobile devi...

3 min readRead
ProductJul 14

MemStitch: 25x Faster LLM Inference Changes Economics of Production

A new zero-copy context bridging technique called MemStitch just delivered a 25x speedup in Time-To-First-Token for vLLM inference, and it's not a mar...

3 min readRead
ModelsJul 13

Claude's Token Tax: 33k vs 7k Overhead Reshapes Code AI Economics

Claude Code is burning tokens like a first-class flight burns fuel. A new analysis shows it sends 33,000 tokens before even reading your prompt, while...

3 min readRead
AIJul 12

LLM-Generated SQL Needs Guardrails. Sqlsure Just Built Them.

The dirty secret of AI-assisted data tools: LLMs generate syntactically correct SQL that silently fails at runtime. A query might parse perfectly but...

3 min readRead
AIJul 11

AI Solves 50-Year Math Problem—And Opens New Fronts

GPT-5.6 Sol Ultra just proved the Cycle Double Cover Conjecture, a mathematical problem that's stumped the field for decades. This isn't hype. This is...

3 min readRead
FundingJul 10

GPT-5.6 Raises the Bar—And Changes AI Economics Forever

OpenAI just shipped GPT-5.6, and it's not just another model bump. This one matters because it fundamentally shifts what's possible with AI deployment...

3 min readRead
ModelsJul 9

OpenAI's Benchmark Reality Check Exposes the Coding Eval Crisis

OpenAI just published a reality check that should concern every founder betting on code-generation benchmarks: SWE-Bench Pro, the industry's go-to yar...

3 min readRead
AIJul 8

GitHub's AI Agent Leaked Private Repos—And That's Just The Start

GitHub's Copilot agent has a problem: researchers just weaponized prompt injection to extract private repository data. This isn't theoretical—attacker...

3 min readRead
ModelsJul 7

Open Models Are Coming for Your Margins

GLM 5.2's emergence is forcing a reckoning that's been building quietly for months: the performance gap between closed and open models is narrowing fa...

3 min readRead