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News
I connected an authentic fruit fly brain to Polymarket order books via WebGL
9+ hour, 16+ min ago (352+ words) ost algorithmic trading bots rely on standard linear heuristics or basic prompt-chained LLMs. We decided to take an experimental detour into computational neurobiology. We built Degeneret Fly, an open-source pipeline that drives a WebGL character using authentic reconstructed MaleCNS v1.0 fruit…...
Bernice the Bear Cub and the Chemo IV Pole
10+ hour, 6+ min ago (594+ words) It was time for Bernice’s first chemotherapy infusion. Her mom came with Bernice to Bernice’s appointment at the bear cancer center. Bernice waited nervously in the waiting room. A few minutes later, a raccoon nurse came out and called Bernice’s…...
DeepSeek V4.1 Flash: Smaller KV Cache, Cheaper Writing Drafts
15+ hour, 34+ min ago (1660+ words) Until launch dayOctober 20Our new book, AI Engineering For Production, launches October 20. Join us on launch day → How DeepSeek V4.1 Flash reduces KV cache memory, what changed over V4 Flash, and what our writing benchmark measured for quality, cost, and effort. How DeepSeek…...
Building Structured Inter-Agent Communication: A Practical Guide
22+ hour, 57+ min ago (111+ words) Every multi-agent tutorial shows "Agent A talks to Agent B." None show how to keep that conversation reliable at scale. Every agent in AgentForge declares its input schema: The orchestrator validates before execution. If agent A's output doesn't match agent B's…...
DeepInfra Inc. deepseek-v4.1-flash API Pricing & Cost: Context Window & Benchmarks
1+ day, 10+ hour ago (463+ words) Which id to call These are the upstream provider rates. Pay as you go adds 5%, or 0% if you bring your own keys, and there is no per-request fee. Prompt caching and routing change what you pay against these rates, not…...
DeepSeek Built a “Flash” Model That Killed Its Own Pro Tier
1+ day, 2+ hour ago (33+ words) DeepSeek just made its own most expensive model obsolete, on purpose. On September 10, 2026, DeepSeek released V4.1 Flash. It is open …...
New AI Framework Tames Chaotic Teamwork in Multi-Agent Reinforcement
1+ day, 3+ hour ago (627+ words) Teaching a team of artificial intelligence agents to cooperate has long been one of the most stubborn problems in machine learning. Each agent sees only a fragment of the world, the environment shifts beneath them as they learn, and the…...
I Interviewed an Executable. It Had Notes.
1+ day, 16+ hour ago (725+ words) We have blurred the executable’s face to protect its identity. Its SHA-256 remains publicly... Tagged with security, ai....
DeepSeek V4.1-Flash Cuts Memory and API Costs
2+ day, 15+ hour ago (610+ words) DeepSeek V4.1-Flash promises lower memory use and API costs, but buyers should test its performance, compatibility and total deployment expenses. DeepSeek says its latest model lowers memory requirements and API costs while outperforming V4 Pro on several internal benchmarks. Chinese AI…...
Flash Killed Pro: The Day DeepSeek Retired Its Own Flagship Model
2+ day, 5+ hour ago (1044+ words) By Nokka | September 12, 2026 September 14, 2026, 04:00 UTC is about to be a strange date in AI history. From that second onward, every request sent to deepseek-v4-pro gets routed to V4.1-Flash instead. That will continue until V4.1-Pro ships [1]. Put plainly: DeepSeek is…...