iFeeling Daily
Daily curated AI insights you can't miss.
Claude Fable 5 Redeploys After Export Controls Lifted
After export controls on Claude Fable 5 were lifted, Anthropic published a detailed post explaining the jailbreak that triggered the restriction, its new safety classifier that blocks the technique in over 99% of cases, and a proposed industry framework for scoring jailbreak severity on four criteria: capability gain, breadth, ease of weaponization, and discoverability.
How Mandiant Consulting Turns Security into Competitive Advantage
Mandiant Consulting customers reported an average annual benefit of $4.3 million and 268% three-year ROI, transforming security from a cost center to a strategic advantage, according to an IDC study.
CIO Budget Signals: AI Stack Wins, SaaS Applications Bleed
The public market is brutally clear: CIOs are funding the AI stack and cutting application software. Infrastructure and security sectors are up while business applications are down 36%, with Marc Benioff's headcount reduction from 9,000 to 5,000 as the signal. Builders need to decide if their product is on the token path or at risk of substitution.
How Schrödinger sped up molecular discovery by 4x with AlphaEvolve
Schrödinger achieved a 4x speedup in molecular dynamics MLFF training by using AlphaEvolve, an evolutionary AI coding agent from Google DeepMind, to optimize the computationally expensive Ewald summation algorithm. The agent replaced simple for-loops with parallel batch matrix multiplication, improving performance from a baseline of 7.9 to nearly 30 and raising the program success rate from under 1% to over 60%.
How ChatGPT Adoption Deepens and Diversifies Across Regions and Languages
OpenAI's Signals data reveals that ChatGPT users send 50% more messages per day after six months and double the range of tasks they try. The fastest user growth is in Africa, Asia, and lower-HDI countries, while non-English usage now accounts for over half of active users globally.
GeneBench-Pro: Benchmarking Scientific Judgment in Computational Biology
GeneBench-Pro is a new benchmark that tests whether AI models can make the kind of high-level scientific judgments real computational biology requires—handling ambiguity, revising assumptions, and knowing when a result is ready. Frontier models currently pass only 28-31% of problems, suggesting there's a large gap between automation potential and reliability.
Why Specialization Is Inevitable in AI Systems
The article draws on the No Free Lunch theorem, evolutionary biology, market dynamics, and machine learning to argue that specialization—not generality—is the structural path to outperformance under scarce resources. It distinguishes domain specialization from domain knowledge, showing that scaling compute does not dissolve the advantage of focus.
Pro-Russia Influence Ecosystem: Drivers, Dynamics, and Tactics
This report from Google Threat Intelligence Group maps the pro-Russia influence ecosystem across six core components, revealing how four years of war have hardened its tactics, expanded the use of generative AI, and created a resilient, interconnected machine now pivoting back to global strategic objectives targeting NATO and the EU. Essential reading for anyone tracking state-backed information operations.
Why App Layer Startups Should Stop Lying About Their Moat
If you are building at the application layer, the honest answer to the moat question is not a fabricated technical differentiator. It is: we are building one. The moat shows up later, but it is no less real once it arrives.