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Anthropic's "J-lens" reveals workspace in Claude mirrors theory of consciousness

https://venturebeat.com/technology/anthropics-new-j-lens-reveals-a-silent-workspace-inside-claude-that-mirrors-a-leading-theory-of-consciousness
2•aard•1h ago

Comments

nnurmanov•55m ago
I believe this may impact on post training.

Training for instruction following, reasoning, reflection, and self-monitoring may have forced models to learn resource allocation: compress the currently useful concepts into a sparse shared workspace instead of keeping all computation equally active.

This is actually interesting observation, what if they add resource allocation constraints in post training, will it force to add more workspaces?

Show HN: Comcent CE – An open-source self-hosted Voice Infrastructure platform

https://github.com/comcent-io/comcent-ce
1•pavanputhra•1m ago•0 comments

GitHub cuts short offer to burn repos on CD after mockery ensues

https://www.theregister.com/devops/2026/07/06/github-cuts-short-offer-to-burn-repos-on-cd-after-m...
1•beardyw•4m ago•0 comments

Gemma 4 Technical Report

https://arxiv.org/abs/2607.02770
1•ferretj•4m ago•0 comments

Software Engineers Used to Score Goals, Now We Keep Them Out

https://eran.pinh.as/posts/software-engineers-used-to-score-goals-now-we-keep-them-out
2•eranp•5m ago•1 comments

Open ISMS platform for GDPR and NIS-2

https://github.com/NISD2/open-isms
1•cjhisey•5m ago•0 comments

ClickHouse is winning the Observability Wars

https://matduggan.com/clickhouse-is-winning-the-observability-wars/
1•clemo_ra•6m ago•0 comments

How to Scale Robotics and Physical AI? TechDrive Zurich with Robert MacKenzie

https://www.youtube.com/watch?v=6Dw6llpUxqs
1•jmiseikis•7m ago•0 comments

Show HN: Tarit – Self-host sandbox cloud and hypervisor for AI agents

https://github.com/instavm/tarit
2•mkagenius•12m ago•0 comments

Astryx – open-source, agent ready design system from Meta

https://astryx.atmeta.com/
1•agilek•12m ago•0 comments

Maestral, an open-source Dropbox client, is no longer maintained

https://github.com/samschott/maestral
1•uu_titan•14m ago•0 comments

Show HN: Open-source market-making software that runs on your own server

https://github.com/Adamant-im/adamant-tradebot
3•izar-konti•16m ago•0 comments

Car tracking features for 'convenience not security' warns Kia

https://www.bbc.co.uk/news/articles/cp8r1798kp7o
2•edward•17m ago•0 comments

DSpark - DeepSeek's speculative drafts for LLMs

https://www.youtube.com/watch?v=1yBU41auQhw
2•zhirzh•18m ago•1 comments

Show HN: 0day Rubbish – AI-Discovered CVSS 9.8 RCE Chain in Cisco CUCM

https://0day-rubbish.com/blog/cisco-cucm-rce-chain
2•wisdomtreelzz•19m ago•0 comments

Electric aircraft makes historic flight from Sweden to Finland

https://yle.fi/a/74-20235372
3•marklit•19m ago•0 comments

Testing Smart TV Tracking

https://www.rtings.com/tv/learn/research/smart-tv-tracking
2•ledoge•20m ago•0 comments

GitHub project mantainer has a lot of issues

2•Asil_real•20m ago•0 comments

Taiwan solved tax evasion in 1951 with a trick

https://twitter.com/i/status/2073991580986609904
3•Michelangelo11•21m ago•2 comments

Mews Cuts 15% of Staff, Points to AI in Broad Restructuring

https://twitter.com/LayoffAI/status/2074571918255194361
2•agilek•22m ago•0 comments

Jamboree – Multiplayer Synthesizer

https://jamboree.space
2•sandgiant•23m ago•0 comments

ZML/LLMD alpha – cross platform LLM server

https://zml.ai/posts/llmd/
3•steeve•25m ago•2 comments

Echoo – AI on the text you're typing in any Mac app, free to try, no API key

https://www.echoo.ai/
3•mike-el•30m ago•0 comments

A task tool I use flagged 4 of my team's tasks as 30x overdue

https://aura4app.com
2•abusalh•33m ago•0 comments

Show HN: Token-saviour – agent skill from benchmarking 9 token-saving tools

https://github.com/vagkaratzas/token-saviour
2•vagkaratzas•34m ago•1 comments

Scalable Untargeted Promptware Attacks via Adversarial HalluSquatting

https://sites.google.com/view/agentic-botnets/home
2•shscs911•35m ago•1 comments

How do we make coding agents write good code?

https://github.com/molvqingtai/The-Absolute-Code
2•molvqingtai•35m ago•0 comments

Claude bug report: Cross-session credential leakage

https://github.com/anthropics/claude-code/issues/72274
4•delamon•36m ago•0 comments

Flagship models are not always better

https://tej.as/blog/note-app-ai-benchmark-apple-intelligence-sucks
4•tejaskumar_•36m ago•0 comments

Earn 50% on Each Subscription

2•kwefnkwjen•37m ago•0 comments

Decoding the obfuscated bash script on a Uniqlo t-shirt

https://tris.sherliker.net/blog/obfuscated-self-evaluating-bash-script-by-cdn-akamai-being-suppli...
11•speerer•37m ago•3 comments