Neural Alpha

You know what type of information you hope to find & exactly how you want it served up, but you also want the context, evidence, assumptions and sources. You want to understand 'the how' and 'the why' and discover new information. That means: Asking precise questions, with clear rules, for clear responses. While there are tradeoffs (like literal responses that answer your query as you’ve written it, rather than the reality it reflects), structured prompting can be especially helpful for any question that will have to be repeated 🔁 Tip: If you’re scoring disclosures, tracking policy-specific measures, or benchmarking performance, your questions must specify both the criteria and output format 💡

72% of S&P 500 companies disclosed AI as a ‘material risk’ on their 10-Ks this year "38% of them disclosed potential reputational threats from AI on their 10-Ks. Forty-five companies mentioned “implementation and adoption” risks, such as overpromising on AI projects or AI not meeting expectations, while 42 stated that consumer-facing AI was a risk. Other reputational risks companies mentioned included privacy and data risks, hallucinations, competitive threats, and issues with bias and fairness." https://lnkd.in/eCspGV5C

Can you name this stock? Last month, over $2b of market cap was erased in minutes --> mismanagement of #methane likely played a major role. A record cash M&A deal was pulled --> mismanagement of methane. This company is not an OGMP 2.0 member --> a red flag.  These events are a stark reminder that companies that fail to manage methane emissions expose themselves, their investors and other stakeholders to serious risk. Who am I talking about? See comments.   

How do you monitor your supply chain & identify risks & opportunities? Not only can Responsible Capital help automate your supply chain assessments against your procurement policies, it can also uniquely assess performance against supplier peers & all major sustainability frameworks, such as ISSB and CSRD, to screen for material risks and identify mitigations. Learn more about how our solutions can help reduce time and costs, while maintaining data quality 🔗 https://lnkd.in/ebaz9-tZ #SustainableSupplyChain #Screening #ESG Neural Alpha

A lot of people working in ESG will feel the turbulence within the market as global political economics continue to shape sustainability movements. One of the most notable trends in the 2025 CSRD reports is the increased level of transparency and detail in sustainability disclosures. Companies are now required to provide more comprehensive information on their ESG practices. This includes detailed data on: 💨 Carbon emissions ⚡️ Energy consumption 💦 Water usage ♻️ Waste management 🐸 Biodiversity impacts Additionally, there is a greater emphasis on disclosing social metrics such as employee diversity, labour practices and community engagement. Sustainability is a hard fight, yet KanataQ and its associated businesses continue to thrive in creating impact through the easing of access. Check out what the leaders at Position Green, Datamaran and Neural Alpha have to say about it👇

#ICYMI We are proud to celebrate the launch of Taskforce on Nature-related Financial Disclosures (TNFD)’s first Status Report! 🎉 This report provides a clear picture of market progress in adopting and aligning with TFND’s framework, and we are honoured to have supported their internal analysis with bespoke research. We used our proprietary global disclosure database and combined a large-scale search with semantic assessment to deliver structured datasets on TNFD alignment and adoption. That included: - Filtering over 1.42 million disclosures to identify organisations using TNFD language - Semantic screening to find intentionality & genuine adoption - Deep analysis of over 600 TNFD LEAP adopters We are proud to have delivered innovative insights on how companies worldwide are beginning to align with nature-related disclosure standards—reinforcing TNFD’s role in shaping a more sustainable financial system 🌱💰 Learn more 🔗 https://lnkd.in/g9w9JmSD