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11 results for “agentic systems”
Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design
A new arXiv survey paper introduces a three-stage taxonomy for co-evolution in agentic AI systems—where agents and environments mutually adapt—to frame open-ended, post-deployment self-improvement as an emerging research frontier.
Aug 13, 2026
ADIAS: Automated Design of Interactive Agentic Systems
ADIAS is a new framework for automated agent design that introduces issue-centric optimization—tracking persistent issue states across iterative revisions—to improve performance over candidate-centric methods by up to 25.2% on interactive benchmarks.
Aug 10, 2026
SkillSmith: Learning to Compose Parametric Skills and Textual Knowledge
SkillSmith is a new LLM-based method that jointly reasons over textual knowledge and parametric model weights (via prefix-tuning) to synthesize task-specific weights, bridging a previously unexplored modality gap in agentic AI research.
Jul 31, 2026
How Agentic Systems Are Redefining Enterprise Software Development - Forbes
The article presents agentic systems as a transformative shift in enterprise software development, positioning them as an inevitable evolution beyond traditional automation tools.
Jul 29, 2026
Stripe Benchmark Shows AI Agents Build Integrations but Struggle with Validation
Stripe released a benchmark suite to assess AI agents' ability to build and validate real-world Stripe integrations across backend, frontend, and browser-based checkout workflows, revealing significant gaps in testing and validation under production-like conditions.
Jul 15, 2026
Replicating Belief, Not Bits: Epistemic State Replication for Agentic Systems
Researchers propose Epistemic State Replication (ESR), a new theoretical framework for distributed systems that replaces bitwise state agreement with semantic belief agreement among stochastic, model-driven agents.
Jul 14, 2026
OpenProver: Agentic and Interactive Theorem Proving with Lean 4
OpenProver is an open-source, LLM-driven automated theorem proving system built on Lean 4 that introduces a Planner-Worker-Verifier architecture with interactive human oversight and automatic formal verification of proofs.
Jul 13, 2026
AI investing startup GIM raises $20 million
Grace Investment Machine (GIM), an AI investing startup, secured $20 million in Series A funding to develop agentic AI systems for capital markets — a move signaling investor confidence in autonomous financial decision-making tools.
Jul 10, 2026
Prime Intellect raises $130M Series A to help enterprises build their own AI agents
Prime Intellect, a 2024-founded startup, raised $130M in Series A funding to provide enterprises with tools for building proprietary AI agents independent of major AI labs.
Jul 9, 2026
Guide to Agentic Systems and AI Agents - Databricks
Databricks releases a guide on agentic systems and AI agents.
Published Jun 24, 2026 · Analyzed Jul 5, 2026
Architecting Enterprise AI for Generative and Agentic Systems – with Ranjan Sinha of IBM - Emerj Artificial Intelligence Research
An interview with IBM's Ranjan Sinha discusses enterprise AI architecture for generative and agentic systems, positioning IBM as a strategic advisor in enterprise AI adoption without reporting new product launches, deployments, or measurable outcomes.
Published Feb 9, 2026 · Analyzed Jul 6, 2026