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AI-written proposals and client replies always have that canned taste, and the problem usually isn’t a short prompt - it’s missing your own ‘business context.’ This post shows how to build a business context skeleton: a one-line company positioning, target audience, three words for tone, and words that should never appear - write it once, paste it every time, and turn AI’s output from generic to your own voice. Includes a copy-paste blank template and three ready-to-use scenarios: proposals, client replies, and monthly plans.

Almanak launched its Agentic DeFi platform, where natural language lets 18 AI agents divide up the work to produce auditable, backtestable quant strategies that deploy on-chain, with funds staying in the user’s own Safe wallet the whole time. But the author warns that the Zodiac Role permission system only stops agents from moving funds around recklessly - it can’t guarantee the strategy itself is sound, and pretty backtest numbers can still just be an illusion of overfitting to historical price action.

South Korea’s ‘AI for All’ program gives all 52 million citizens free, unlimited access to generative AI, but the real story is buried in one rule: every operator must route at least 80% of queries to domestically-built models. It’s a rare case of a government building sovereign AI from the demand side, propped up by SLM smart routing to make the free tier financially possible.

AI News Flash: On Monday, August 31, Instagram announced it’s changing how it labels AI-generated profiles and will start limiting reach for accounts that don’t disclose their AI identity. The platform is renaming its ‘AI creator’ label to ‘AI-generated profile’ to make disclosure clearer, letting users know when the person shown in a profile is AI-generated or substantially AI-created.

AI News Brief: The Pentagon has officially rolled out customized versions of ChatGPT and xAI’s Grok on GenAI.mil, the secure platform available to its 3 million civilian and military personnel. Launched last year as a centralized secure portal that originally offered only Google Gemini, GenAI.mil lets Defense Department employees access commercial frontier AI models without routing sensitive government data through consumer channels; the military-specific version is exempt from data collection mechanisms that are hard to avoid in consumer tech products. The…

AI news brief: this source only had one sentence, so here’s a direct translation: Polimill is an application built with OpenAI’s GPT models and Codex that helps local governments (municipalities) search and use administrative knowledge while speeding up related system development. Per the source summary, Polimill’s core design lets municipal units…

AI News Brief: Sony Semiconductor Solutions, the chip division of Sony Group, will partner with Saudi Arabia’s state oil giant Saudi Aramco to jointly develop AI models for plant equipment maintenance. The collaboration will use Sony’s image sensor chips to collect and analyze visual and non-visual data across Aramco’s facilities, aiming to detect anomalies ‘before’ equipment failures or issues occur, helping maintenance staff intervene early.

AI News Flash: NTT Data Group announced a partnership with US cybersecurity company Palo Alto Networks to help enterprises adopt AI-powered security protection. The two companies will jointly develop services that use autonomous agents for threat detection and response. The goal is to build a combined business worth $1 billion by the end of 2029. See the original article for full details.

AI news flash: ChatGPT’s ad business (ChatGPT Ads) has crossed a $1 billion annualized revenue run rate and is now expanding globally. OpenAI says this ad growth is part of its broader strategy to expand AI access, aiming to reach more users through free and cheaper tiers.

AI News Brief: Caterpillar is extending decades of experience in mining automation to broader AI deployment scenarios. The company first entered automation through mining, where labor shortages and hazardous work environments made the sector especially suited to automation technology. It now sells autonomous haul trucks, drilling equipment, underground loaders, dozers, and remote-controlled construction equipment, along with a software suite for command centers, fleet management, and remote terrain intelligence…