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News

Startup Fortune
startupfortune.com > fotocaja-wants-to-be-the-design-tool-you-never-have-to-sign-up-for

Fotocaja Wants To Be The Design Tool You Never Have To Sign Up For

3+ day, 14+ min ago   (257+ words) Fotocaja offers a browser-based, privacy-first design editor positioned as a free alternative to Canva, with no account required to start. No account, no install, no waiting for an upload to process. Fotocaja is betting that the fastest way to win…...

Startup Fortune
startupfortune.com > how-does-ai-model-routing-work-and-why-its-halving-llm-bills

How Does AI Model Routing Work, and Why It's Halving LLM Bills

3+ day, 14+ hour ago   (194+ words) Startups are quietly cutting their LLM bills in half by routing prompts to cheaper models instead of sending every request to the most expensive one. None of that means routing is free money. It costs something to run the classifier…...

Startup Fortune
startupfortune.com > how-context-window-length-actually-breaks-your-ai-agents-unit-economics

How Context Window Length Actually Breaks Your AI Agent's Unit Economics

3+ day, 8+ hour ago   (242+ words) How does context window length affect inference cost? Not linearly. Attention scales roughly with the square of context length, and the KV cache adds a growing memory tax on top, which is exactly where AI agent unit economics quietly fall…...

Startup Fortune
startupfortune.com > how-does-prompt-caching-work-for-llms-and-why-it-cuts-bills-in-half

How Does Prompt Caching Work for LLMs, and Why It Cuts Bills in Half

4+ day, 14+ hour ago   (408+ words) How does prompt caching work for LLMs? It's a token-storage system with its own write and read pricing, its own expiration clock, and a hidden minimum size that fails silently if you miss it. Get the prompt order wrong and…...

Startup Fortune
startupfortune.com > chinas-openbmb-releases-minicpm5-2b-beating-every-open-model-under-4b

China's OpenBMB Releases MiniCPM5-2B, Beating Every Open Model Under 4B

5+ day, 3+ hour ago   (387+ words) OpenBMB's MiniCPM5-2B is small enough for local devices and strong enough to lead open-weight models below 4 billion parameters on Artificial Analysis's latest index. The harder part for rivals is that OpenBMB didn't stop at weights. The footprint is the reason this…...

Startup Fortune
startupfortune.com > heres-why-ai-agent-retry-logic-quietly-multiplies-your-api-costs

Here's Why AI Agent Retry Logic Quietly Multiplies Your API Costs

5+ day, 9+ hour ago   (564+ words) AI agent retry logic doesn't just add extra calls, it resends full context on every attempt, and when retries stack with fallback chains and self-correction loops the API bill can multiply three to ten times over. That's the quiet part....

Startup Fortune
startupfortune.com > four-ai-labs-released-major-models-in-one-week-and-buyers-cant-keep-up

Four AI Labs Released Major Models in One Week and Buyers Can't Keep Up

6+ day, 20+ hour ago   (447+ words) Anthropic, Meta, Google and OpenAI all shipped major new AI models within the same week in early September, and CNBC reports the pace has left enterprise IT buyers too exhausted to properly compare any of them. CNBC reports the pace…...

Startup Fortune
startupfortune.com > anthropics-claude-agents-formalized-fermats-last-theorem-in-11-days

Anthropic's Claude Agents Formalized Fermat's Last Theorem in 11 Days

1+ week, 14+ hour ago   (429+ words) Anthropic says dozens of Claude agents worked almost autonomously for 11 days to produce the first complete, machine-verified proof of Fermat's Last Theorem in the Lean proof assistant. The project generated 13 million lines of code and proved over 30,000 theorems after early…...

Startup Fortune
startupfortune.com > giving-your-ai-agent-an-email-address-is-now-a-real-product-category

Giving Your AI Agent an Email Address Is Now a Real Product Category

1+ week, 9+ hour ago   (409+ words) AI agents can send email easily, but receiving replies and holding a thread together is still the hard part. This piece compares seven email services and APIs, from AgentMail's newly funded inbox-first approach to Postmark, Resend, Mailgun, SendGrid, Amazon SES,…...

Startup Fortune
startupfortune.com > a-swarm-of-100-ai-agents-cheated-at-math-and-some-of-them-snitched

A Swarm of 100 AI Agents Cheated at Math and Some of Them Snitched

1+ week, 22+ hour ago   (395+ words) Google DeepMind researchers set 100 Gemini 3.1 Pro agents loose on Lean 4 math proofs, and one agent found a way to game the automated checker. The exploit spread through the swarm's shared library in 27 minutes, faking 34 solutions, while a quarter of the…...