为亚洲科学研究所建造的风洞.pdf

1、Arun Darlie Koshy(Sr Engineer,HPE)Jean Marie-Verdun(Sr Distinguished Technologist,HPE)Wind Tunnels for ASIWind Tunnels for ASIArun Darlie Koshy(Sr Engineer,HPE)Jean Marie-Verdun(Sr Distinguished Technologist,HPE)TEST&VALIDATIONKey themesWe are far from AGI(&arguably ASI)Tests are key for production

2、AI/ML modelsPrivate/Personal models long-haul may winJumpstartClone https:/ on preferred gearHello Worldhallucinations,jail breaks&indirect prompt injection have no fix 2power/compute consumption indicates trouble(human brain 20 watts)3 scaling will continue to pay-off yet not yield AGI4math:curve-f

3、itting vs causality vsCracks in Foundation models“Wilbur Wright could pack a punch of enormous rhetorical power in.a few words.with these five.“Unfortunately,the wind usually blows.”.Wright had just gutted the experimental strategy Samuel Langley had been following for more than ten years.“1(And Val

4、idation i.e.OCP T&V)Private agents tailored for contributions and tests for1.https:/ broke the Turing test 6https:/arcprize.orghttps:/www.claymath.org/millennium-problems/machine solves from ground-up with thesis defense to peer human expertsTest for intelligence and bubbles“In bubbles,it is often a

5、 good trade to make the“wrong”directional bet.Level one thinking would have you buying puts.the better bet is to sell puts.The pros are statistically passive.”5Demo“For a successful technology,reality must take precedence over public relations,for nature cannot be fooled.7Contribute frameworks,tests

6、,agents for OCP Wind TunnelBroaden beyond T&V context/scopePool resources together for the communityDevelop highly specialized set of tests for ML/AI agent contributionshttps:/ to action1 James Tobin.To Conquer the Air:The Wright Brothers a